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	<updated>2026-08-07T06:46:34Z</updated>
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		<id>https://toolkit.socialnetwork.health/w/index.php?title=Main_Page&amp;diff=838</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Main_Page&amp;diff=838"/>
		<updated>2026-07-23T04:56:16Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
{{Colored box|icon=Tiny_logo_x1.png|background-title-color=#36c|title=Precaution|title-color=#fff|background-content-color=#eaf3ff|content=This website is not to be considered medical advice under any circumstances.  &lt;br /&gt;
&lt;br /&gt;
If you, or anyone you know, are experiencing suicidal ideations, please visit the [https://www.iasp.info/suicidalthoughts/ International Association for Suicide Prevention]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
== Introduction ==&lt;br /&gt;
This toolkit exists to make &#039;&#039;&#039;&#039;&#039;freely available&#039;&#039;&#039;&#039;&#039; and &#039;&#039;&#039;&#039;&#039;accessible&#039;&#039;&#039;&#039;&#039; the theory, practical implementation guidelines, and most prominent research in the field of [[Social Network Health]].  &lt;br /&gt;
&lt;br /&gt;
For anyone who wants to use a Social Network Health approach to improve the health of their community, this toolkit will provide the essential theory, which should be understood first, and basic implementation information to provide enough of the scope and precautionary information to evaluate training materials.  &lt;br /&gt;
&lt;br /&gt;
Use the major sections below to navigate, and please read through the context section below if you are ever in doubt of the context of this toolkit.  [https://groups.google.com/a/socialnetwork.health/g/discuss/ We are easy to reach via our discussion list.]. If you would like to join the effort to make this an excellent resource for education in Social Network Health, contact us at that discussion list first - requests to become editors require a face-to-face chat.&lt;br /&gt;
&lt;br /&gt;
== Major Sections ==&lt;br /&gt;
&lt;br /&gt;
{{Colored box&lt;br /&gt;
| icon = Tiny_logo_x1.png&lt;br /&gt;
| background-title-color = #36c&lt;br /&gt;
| title = Sections&lt;br /&gt;
| title-color = #fff&lt;br /&gt;
| background-content-color = #eaf3ff&lt;br /&gt;
| content = &#039;&#039;&#039;&#039;&#039;The Major Sections of this toolkit can be navigated via the hamburger menu: &#039;&#039;&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
* [[Theory]] - The Key Findings in Social Network Health and their context.  Start here to get oriented to the topic.&lt;br /&gt;
* [[Practical Implementation]] - The fundamentals of practical implementation of a social network health approach.&lt;br /&gt;
* [[Research Library]] - Academic papers, primary resources, seminal research, educational video explainers, and links to external resources.&lt;br /&gt;
}}&lt;br /&gt;
== Context ==&lt;br /&gt;
&lt;br /&gt;
=== Project Status ===&lt;br /&gt;
The current status of this Toolkit is: &#039;&#039;&#039;Alpha&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;That means we are testing this Toolkit and seeking peer review. This toolkit should currently be useful, informative, and not misleading.  However, this site should not yet be relied upon alone to evaluate an approach, training system, or program.&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
What we have done to date:&lt;br /&gt;
&lt;br /&gt;
* We have filmed and interviewed the most prominent research team in the field, and dozens of school administrators, teachers, counselors, students and education professionals. &lt;br /&gt;
* We have enumerated the key findings in theory, and added references and video support for each. NOTE: we have only added one researcher interview, and one research paper, to test the content and format of this site - so we have dozens more interviews and papers to add.&lt;br /&gt;
* We have enumerated the basic precautions and scope of practical implementation&lt;br /&gt;
&lt;br /&gt;
=== Project History ===&lt;br /&gt;
This project was conceived in 2021 to document successful implementations in Social Network Health.  [https://socialnetwork.health The Social Network Health project] has been filming teachers, students, administrators, counselors, researchers and others since early 2022 - that is ongoing as of this writing.  In the process, we have collected research and observed common language, practices, and wisdom that is best compiled and presented in this living, mixed media format.  &lt;br /&gt;
&lt;br /&gt;
In 2024, we changed the contextual focus of this project from Education to &#039;&#039;&#039;Remote Digitally Connected Communities.&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
To learn more about the team, mission, and values of the Social Network Health Project, see [https://socialnetwork.health/about the about page on our main website.]&lt;br /&gt;
&lt;br /&gt;
=== Non-commercial Project ===&lt;br /&gt;
Note that this is a charitable, non-commercial project - you can&#039;t buy anything here or on our main site, and we won&#039;t recommend anything for purchase.  However, we will review and profile materials and training professionals on our main site in interviews, blog posts, and videos.&lt;br /&gt;
&lt;br /&gt;
=== Active Research Area ===&lt;br /&gt;
The Network Health Approach describes tools and methods that are under active study, development, and use.&lt;br /&gt;
&lt;br /&gt;
This means that this toolkit will be updated as new research dictates, and, most importantly the version history will reflect changes accurately. &lt;br /&gt;
&lt;br /&gt;
To ensure that you have the latest information, you can check the most recent update date on any page in this wiki, view and read the full version history, see when it was last peer-reviewed, sign up for updates to this toolkit, join our discussion group, and apply to become an editor.&lt;br /&gt;
&lt;br /&gt;
We will update this with new research as it develops.  We have a research page where new contexts in which these tools can be used will be described as the tools are applied, researched, and tested within them.&lt;br /&gt;
&lt;br /&gt;
=== Context of Application ===&lt;br /&gt;
Throughout this toolkit, we will use the following contexts as examples in which the grounding research of social network health you will find herein has been applied.   When necessary, we will identify the context in which the research has been applied so it makes sense.   Our primary research contexts are listed in this section.   &lt;br /&gt;
&lt;br /&gt;
==== Remote Worker Context ====&lt;br /&gt;
Historically speaking, this is a relatively new context. It is becoming increasingly important as remote work is expanding, and  it is one of the most challenging environments in which to apply the theory of social network health.  This entire project is being implemented primarily by remote workers. Therefore, much of our research efforts and all of our software development efforts are focused here.&lt;br /&gt;
&lt;br /&gt;
==== School Context ====&lt;br /&gt;
Throughout this toolkit, we will often assume the context of a school.  We are partly focused on helping there because the need for preventative solutions and research is strong.  However, this approach has been proven effective in other contexts such as in the Military, Police departments, and other contexts you can learn more about on the research page.&lt;br /&gt;
&lt;br /&gt;
Schools are a priority because of their vulnerable, high-potential populations, but also because they have become community hubs and therefore the second and third places in the terminology of Oldenburg.  Their increasing importance in modern society as community infrastructure warrants our full attention.  Schools can even pull family (the first place) into community by organizing family oriented activities and relationship building.&lt;br /&gt;
&lt;br /&gt;
For that reason, we will typically use language that is appropriate for schools - we will make research language accessible to schools specifically.&lt;br /&gt;
&lt;br /&gt;
=== Universality of the Approach ===&lt;br /&gt;
We believe that a high-level Social Network Health approach that is universally useful for all communities can be defined, but such an approach must not dictate implementation details.    &lt;br /&gt;
&lt;br /&gt;
Certainly, any remotely universal approach cannot look like the implementation of what is commonly sold as a &amp;quot;program&amp;quot; by most professional development companies.  &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Approaches develop programs&#039;&#039;&#039;  &lt;br /&gt;
&lt;br /&gt;
An &amp;quot;approach&amp;quot; refers to a broad strategy or framework that offers evidence-based principles, logical reasoning, guidelines, and wisdom. It serves as a foundation for developing specific interventions and guiding overall practices. In contrast, a &amp;quot;program&amp;quot; is the practical application of an approach, akin to a detailed recipe that specifies how to implement those principles in real-world settings. While programs can effectively translate an approach into action, their repeated use may sometimes lead to a focus on the procedures rather than the underlying logic, wisdom, and evidence that inspired the approach in the first place.  &lt;br /&gt;
&lt;br /&gt;
Ecological validity is one finding of Social Network Health research that demands that a program is developed specifically and uniquely for a community -  . This contention is supported by researched implementation across a breadth of communities.    &lt;br /&gt;
&lt;br /&gt;
==== Programs must yield to culture ====&lt;br /&gt;
Programs are developed from approaches and ideally should dissolve into strong cultural values and practices - long after the programs are forgotten, the approach and cultural practices can stay resident in a community.&lt;br /&gt;
&lt;br /&gt;
A network health approach to preventative care attempts to make individual and community protective factors and social norms a part of everyday culture.  Network health approaches that address these processes and can only maintain their universality if they are co-implemented by the community they are developed in.&lt;br /&gt;
&lt;br /&gt;
=== Historical Context ===&lt;br /&gt;
The history of preventative mental health care is beyond the scope of this wiki, but it is worth arguing that the characteristics of Social Network Health approaches differ from how mental health has been approached in modern societies most of the world over for the last 100 years, but they are not that different from what existed and still does exist in most cultures in the more distant past. The fact that research has taken humanity full circle to rediscovered excellence is notable and in some cases relevant.  Some discussion of this is relevant to understanding practical implementation roadblocks, so this history is expanded on in the [[Practical Implementation|implementation]] page.  &lt;br /&gt;
&lt;br /&gt;
=== Medical Model v. Strengths model ===&lt;br /&gt;
We are attempting to outline Social Network Health in the context of what we call a &amp;quot;strengths model&amp;quot;.  The &amp;quot;medical model&amp;quot; of care requires identification of a weakness to begin recommending treatment. In mental health care, some issues have no strong correlates that can be identified as weaknesses early on. Interestingly, there are correlates that can be identified as risk factors in communities that are much stronger indicators of future risk, and more readily identifiable, than individual risk factors.[citation needed] In some cases, strengths-based models that seek to identify strengths of individuals and communities have been shown to be more effective in reducing risk factors than a weakness-based medical model. Treating a community preventatively withy a strengths based-model can also be done without isolating individuals as weak links, separating them from connections. Instead, a strengths based preventative care program identifies strengths and integrates individuals into broader communities.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{{Colored box&lt;br /&gt;
| icon = Tiny_logo_x1.png&lt;br /&gt;
| background-title-color = #36c&lt;br /&gt;
| title = Notable Works In Progress (WIP)&lt;br /&gt;
| title-color = #fff&lt;br /&gt;
| background-content-color = #eaf3ff&lt;br /&gt;
| content = ==Other Works In Progress Here==&lt;br /&gt;
&lt;br /&gt;
These pages are notable and we are actively seeking feedback on them, but they are less complete, mostly idea-stage, and shouldn&#039;t be used or quoted until we remove them from this section, or they are completed and removed from this WIP section.&lt;br /&gt;
&lt;br /&gt;
* [[SNH Maturity Model]] - Super experimental idea-stage page that begins the thought experiment to determine the maturity of a communities effort to improve Social Network Health.&lt;br /&gt;
&lt;br /&gt;
* [[Protective Factors]] - Straightforward page where we will collect summaries, research quotes, video shorts on various protective factors.&lt;br /&gt;
&lt;br /&gt;
* [[Stream Strategy Modeling Resources]] - We are curating and assessing models of integrated systems of health care that model resource allocation strategies and expected outcomes.&lt;br /&gt;
}}&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library&amp;diff=837</id>
		<title>Research Library</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library&amp;diff=837"/>
		<updated>2026-07-23T04:54:04Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;This page lists the research corpus behind the project. It is a reference library; some of these sources were used in writing the key findings, but the library is organised by author, not by finding, because a single paper can inform several findings.&lt;br /&gt;
&lt;br /&gt;
Peer-reviewed papers, by first-author surname:&lt;br /&gt;
&lt;br /&gt;
* [[Research Library A-E|A to E]] (52 papers)&lt;br /&gt;
* [[Research Library F-J|F to J]] (29 papers)&lt;br /&gt;
* [[Research Library K-O|K to O]] (38 papers)&lt;br /&gt;
* [[Research Library P-T|P to T]] (43 papers)&lt;br /&gt;
* [[Research Library U-Z|U to Z]] (58 papers)&lt;br /&gt;
&lt;br /&gt;
* [[Research Library: Grey Literature]] Grey literature (41 sources)&lt;br /&gt;
&lt;br /&gt;
Total peer-reviewed papers: 222. Grey-literature sources: 41.&lt;br /&gt;
&lt;br /&gt;
[https://chatgpt.com/g/g-67c7b452ac188191aa2fab75ce290cc4-social-network-health-researcher You can click here visit our AI Social Network Health Researcher, which has hundreds of research papers and articles on the topic.]&lt;br /&gt;
&lt;br /&gt;
We are actively building a better replacement for this that will offer better tools and make it easier to maintain, so this is a bit neglected, but the situation will improve as fast as we can improve it.  We have built [[Template:PDFCite|a reference system to allow quotes within papers to be lined to directly without leaving this mediawiki]], and an uploader to populate a better page than this one.  We&#039;re testing that and we&#039;ll have it here soon.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library&amp;diff=836</id>
		<title>Research Library</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library&amp;diff=836"/>
		<updated>2026-07-23T04:52:50Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: made index for the pages&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;This page lists the research corpus behind the project. It is a reference library; some of these sources were used in writing the key findings, but the library is organised by author, not by finding, because a single paper can inform several findings.&lt;br /&gt;
&lt;br /&gt;
Peer-reviewed papers, by first-author surname:&lt;br /&gt;
&lt;br /&gt;
* [[Research Library A-E|A to E]] (52 papers)&lt;br /&gt;
* [[Research Library F-J|F to J]] (29 papers)&lt;br /&gt;
* [[Research Library K-O|K to O]] (38 papers)&lt;br /&gt;
* [[Research Library P-T|P to T]] (43 papers)&lt;br /&gt;
* [[Research Library U-Z|U to Z]] (58 papers)&lt;br /&gt;
&lt;br /&gt;
* Grey literature (41 sources)&lt;br /&gt;
&lt;br /&gt;
Total peer-reviewed papers: 222. Grey-literature sources: 41.&lt;br /&gt;
&lt;br /&gt;
[https://chatgpt.com/g/g-67c7b452ac188191aa2fab75ce290cc4-social-network-health-researcher You can click here visit our AI Social Network Health Researcher, which has hundreds of research papers and articles on the topic.]&lt;br /&gt;
&lt;br /&gt;
We are actively building a better replacement for this that will offer better tools and make it easier to maintain, so this is a bit neglected, but the situation will improve as fast as we can improve it.  We have built [[Template:PDFCite|a reference system to allow quotes within papers to be lined to directly without leaving this mediawiki]], and an uploader to populate a better page than this one.  We&#039;re testing that and we&#039;ll have it here soon.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library:_Grey_Literature&amp;diff=835</id>
		<title>Research Library: Grey Literature</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library:_Grey_Literature&amp;diff=835"/>
		<updated>2026-07-23T04:50:34Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: Created page with &amp;quot; == Research Library: Grey Literature == Non-peer-reviewed sources (blogs, news, vendor reports, community write-ups), alphabetical by title. Return to the Research Library index.  === A Caution Regarding Rules of Thumb for Variance Inflation Factors (1980) === Eugene  Because of this, we examine these rules of thumb and find that threshold values of the VIF (and tolerance) need to be evaluated in the context of several other factors that influence the variance of re...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: Grey Literature ==&lt;br /&gt;
Non-peer-reviewed sources (blogs, news, vendor reports, community write-ups), alphabetical by title. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== A Caution Regarding Rules of Thumb for Variance Inflation Factors (1980) ===&lt;br /&gt;
Eugene&lt;br /&gt;
&lt;br /&gt;
Because of this, we examine these rules of thumb and find that threshold values of the VIF (and tolerance) need to be evaluated in the context of several other factors that influence the variance of regression coefficients. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== A Model for Understanding and Reducing Developer Burnout (2020) ===&lt;br /&gt;
Trinkenreich, Bianca; Stol, Klaas-Jan; Steinmacher, Igor; Gerosa, Marco A.; Sarma, Anita; Lara, Marcelo; Feathers, Michael; Ross, Nicholas; Bishop, Kevin&lt;br /&gt;
&lt;br /&gt;
Burnt out can affect one&#039;s physical and mental health and has become a leading industry concern and can result in high workforce turnover. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=3281; software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, burnout, wellbeing, job-satisfaction.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== A Snapshot of the Mental Health of Software Professionals (2021) ===&lt;br /&gt;
Almeida, Eduardo Santana de; Nunes, Ingrid Oliveira de; Oliveira, Raphael Pereira de; Carvalho, Michelle Larissa Luciano; Brunoni, Andre Russowsky; Rong, Shiyue&lt;br /&gt;
&lt;br /&gt;
In this paper, we present the results of a survey with 500 software professionals. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, burnout, isolation, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Beyond Culture (1977) ===&lt;br /&gt;
York, New; N.Y.; pp., .. &#039;&#039;Reviewed by Dee G. Appley, University of Massachusetts, Amherst&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
It shows that some questions have been answered and others are enormously difficult even to approach. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Choking Under Pressure: Self-Consciousness and Paradoxical Effects of Incentives on Skillful Performance (1972) ===&lt;br /&gt;
Cleveland&lt;br /&gt;
&lt;br /&gt;
Three studies showed that increased attention to one&#039;s own process of performance resulted in performance decrements. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Close Relationships, Family, and the Life Course (1998) ===&lt;br /&gt;
Home; Life, Work: Negotiating Boundaries through Everyday&lt;br /&gt;
&lt;br /&gt;
Review Reviewed Work(s): Home and Work: Negotiating Boundaries through Everyday Life by Christena E. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=72; students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Collaboration and Creativity: The Small World Problem1 (2005) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
Brian Uzzi Northwestern University Jarrett Spiro Stanford University Small world networks have received disproportionate notice in diverse fields because of their suspected effect on system dynamics. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Common Method Biases in Behavioral Research: A Critical Review of the Literature and Recommended Remedies (2003) ===&lt;br /&gt;
Podsakoff, Philip M.; MacKenzie, Scott B.&lt;br /&gt;
&lt;br /&gt;
MacKenzie, and Jeong-Yeon Lee Indiana University Nathan P. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Day (1994) - Review of Measurement Design and Analysis - An Integrated Approach (1994) ===&lt;br /&gt;
Review&lt;br /&gt;
&lt;br /&gt;
Review Reviewed Work(s): Measurement, Design and Analysis: An Integrated Approach. by E. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Developmental epidemiological courses leading to antisocial personality disorder and violent and criminal behavior: Effects by young adulthood of a universal preventive intervention in first- and second-grade classrooms (2007) ===&lt;br /&gt;
Petras, Hanno; Kellamb, Sheppard G.; Brown, C. Hendricks; Muthen´, Bengt O.; Ialongo, Nicholas S.; Poduska, Jeanne M.&lt;br /&gt;
&lt;br /&gt;
From first through seventh grade the developmental trajectories of 2311 students from 19 Baltimore City Public Schools were examined. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=2311; students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Dynamic wait-listed designs for randomized trials: new designs for prevention of youth suicide (2006) ===&lt;br /&gt;
Brown%, C Hendricks; Wymanb, Peter A; Guoa, Jing; Pehab, Juan&lt;br /&gt;
&lt;br /&gt;
Purpose This paper examines new class of statistical designs where random assignment to intervention condition occurs at multiple times in a trial. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Employee Motivation in Remote Work (2021) ===&lt;br /&gt;
Motivation, Intrinsic. &#039;&#039;Preface&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Self-determination theory (SDT) and self-efficacy were utilized as the main theoretical tools to examine the motivation of remote workers within the engineering industry along with inductive reasoning. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, burnout, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Gladwin-AcademyManagementReview-1981 (1981) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
Chapter 7 considers the implications of the results, especially with reference to antitrust issues. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: isolation, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== In-Group Bias in the Minimal Intergroup Situation: A Cognitive-Motivational Analysis (1979) ===&lt;br /&gt;
Barbara, Santa&lt;br /&gt;
&lt;br /&gt;
The implications of these results for positive applications of group identification are discussed. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: isolation, productivity, community-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Influences of Organizational Culture and Climate on Individual Creativity (2011) ===&lt;br /&gt;
CLIMATE; BEHAVIOR, AND INDIVIDUAL&lt;br /&gt;
&lt;br /&gt;
Because individuals are the source for the development of new ideas that are the essence of creativity, much of this work has focused on what motivates or enables individual creativity (Redmond, Mumford, &amp;amp; Teach, 1993; Scott &amp;amp; Bruce, 1994). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== JOB BURNOUT (1961) ===&lt;br /&gt;
Berkeley; California. &#039;&#039;Christina Maslach1, Wilmar B. Schaufeli2, Michael P. Leiter3&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
The focus on engagement, the positive antithesis of burnout, promises to yield new perspectives on interventions to alleviate burnout. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, wellbeing, job-engagement, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Mark Granovetter (1983) ===&lt;br /&gt;
BROOK, STONY&lt;br /&gt;
&lt;br /&gt;
1980 &amp;quot;Conversation Networks as Communication Networks.&amp;quot; Abstract of Ph.D. dissertation, University of Haifa, Israel. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Multidimensional Assessment of Emotion Regulation and Dysregulation: Development, Factor Structure, and Initial Validation of the Difficulties in Emotion Regulation Scale1 (2003) ===&lt;br /&gt;
significance, Despite its clinical; however; regulation, agreed-upon conceptualizations of emotion; the, comprehensive measures that adequately assess. &#039;&#039;Kim L. Gratz2, 3, and Lizabeth Roemer2&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Preliminary findings suggest that the DERS has high internal consistency, good test-retest reliability, and adequate construct and predictive validity. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== pelled-et-al-1999-exploring-the-black-box-an-analysis-of-work-group-diversity-conflict-and-performance (1999) ===&lt;br /&gt;
Pelled, Lisa Hope&lt;br /&gt;
&lt;br /&gt;
Findings show that diversity shapes conflict and that conflict, in turn, shapes performance, but these linkages have subtleties. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== reagans-mcevily-2003-network-structure-and-knowledge-transfer-the-effects-of-cohesion-and-range (2003) ===&lt;br /&gt;
Reagans, Ray&lt;br /&gt;
&lt;br /&gt;
As a complement to previous research that has emphasized the dyadic tie strength component of informal networks, we focus on how network structure influences the knowledge transfer process. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Rethinking Individualism and Collectivism: Evaluation of Theoretical Assumptions and Meta-Analyses (1980) ===&lt;br /&gt;
Oyserman, Daphna; Coon, Heather M.&lt;br /&gt;
&lt;br /&gt;
Among Asians, only Chinese showed large effects, being both less individualistic and more collectivistic. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: wellbeing, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Review - The Handbook of Research Synthesis by Cooper and Hedges - Ziegel Technometrics 1995 (1995) ===&lt;br /&gt;
Review&lt;br /&gt;
&lt;br /&gt;
Review Reviewed Work(s): The Handbook of Research Synthesis by H. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Review Symposium (1981) ===&lt;br /&gt;
/ASQ&lt;br /&gt;
&lt;br /&gt;
Andrews Burt has two goals in Structural Holes: to delineate a structural approach to competitive social processes such as exchange and to show how this approach can tie together many different research agendas. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Reviewed Work(s) Culture s Consequences International Differences in Work-Related Values by Geert Hofstede (1980) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
Chapter 7 considers the implications of the results, especially with reference to antitrust issues. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: isolation, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Robert A. Karasek-JobDemandsJob-1979 (1979) ===&lt;br /&gt;
Demands, Job; Latitude, Job Decision; Jr.&lt;br /&gt;
&lt;br /&gt;
This model predicts that mental strain results from the interaction of job demands and job decision latitude. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, job-satisfaction, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== rothbard-2001-enriching-or-depleting-the-dynamics-of-engagement-in-work-and-family-roles (2001) ===&lt;br /&gt;
arguments, Two competing; depletion; enrichment; (Edwards, from research on resource drain; Rothbard; (Merton, role conflict; Greenhaus; Beutell; physio&lt;br /&gt;
&lt;br /&gt;
I examine two competing arguments about the effects of engaging in multiple roles, depletion and enrichment, and integrate them by identifying the type of emotional response to a role, negative or positive, as a critical contrasting assumption held by these two perspectives. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=790; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: work-life-balance, job-engagement.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Self-Efficacy and Work-Related Performance: A Meta-Analysis (1992) ===&lt;br /&gt;
Irvine&lt;br /&gt;
&lt;br /&gt;
Stajkovic University of California, Irvine Fred Luthans University of Nebraska This meta-analysis (114 studies, k = 157, N = 21,616) examined the relationship between selfefficacy and work-related performance. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=21616; research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Social support in the workplace between teleworkers, office-based colleagues and supervisors (2016) ===&lt;br /&gt;
Collins, Alison M.; Hislop, Donald; Cartwright, Susan&lt;br /&gt;
&lt;br /&gt;
Collins, Donald Hislop and Susan Cartwright This paper draws upon the findings of qualitative interviews carried out with teleworkers, their office-based colleagues and supervisory staff of a teleworking initiative introduced by a UK public sector local authority to explore workplace social support relationships. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, open-source, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Structural Holes and Good Ideas1 (2004) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
Burt University of Chicago This article outlines the mechanism by which brokerage provides social capital. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Structure and tie strengths in mobile communication networks (2007) ===&lt;br /&gt;
Onnela, J.-P.; Saramäki, J.; Hyvönen, J.; Szabó, G.; Lazer, D.; Kaski, K.; Kertész, J.; Barabási, A.-L.&lt;br /&gt;
&lt;br /&gt;
Here we examine the communication patterns of millions of mobile phone users, allowing us to simultaneously study the local and the global structure of a society-wide communication network. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=4; remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: community-health, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Testing Mediational Models With Longitudinal Data: Questions and Tips in the Use of Structural Equation Modeling (2003) ===&lt;br /&gt;
Cole, David A.; Psychology; Development, Human; Maxwell, Scott E.&lt;br /&gt;
&lt;br /&gt;
Finally, we suggest a series of 5 steps when using SEM to test mediational processes in longitudinal designs: testing the measurement model, testing for added components, testing for omitted paths, testing the stationarity assumption, and estimating the mediational effects. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Good, the Bad, and the Unknown About Telecommuting: Meta-Analysis of Psychological Mediators and Individual Consequences (1980) ===&lt;br /&gt;
Gajendran, Ravi S.; Harrison, David A.; Organization&lt;br /&gt;
&lt;br /&gt;
Results provide building blocks for a more complete theoretical and practical treatment of telecommuting. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=12883; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, work-life-balance, job-satisfaction, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Need to Belong: Desire for Interpersonal Attachments as a Fundamental Human Motivation (1995) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
Price and McKenry (1988) suggested another reason that one-time measures may fail to find universal distress after divorce: Many couples may have passed through the most distressing phase before the researchers collect their data. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: loneliness, wellbeing, open-source, community-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The psychological impact of quarantine and how to reduce it: rapid review of the evidence (2020) ===&lt;br /&gt;
Brooks, Samantha K; Webster, Rebecca K; Smith, Louise E; Woodland, Lisa; Wessely, Simon; Greenberg, Neil; Rubin, Gideon James. &#039;&#039;Key messages&#039;&#039;, 6736(20), 30460-8&lt;br /&gt;
&lt;br /&gt;
Some researchers have suggested long-lasting effects. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, isolation, wellbeing, open-source, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Recovery Experience Questionnaire: Development and Validation of a Measure for Assessing Recuperation and Unwinding From Work (2007) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
Confirmatory factor analyses with a calibration and a cross-validation sample (total N 930) showed that four recovery experiences can be differentiated: psychological detachment from work, relaxation, mastery, and control (Study 2). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, wellbeing, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Search-Transfer Problem The Role of Weak Ties in Sharing Knowledge across Organization Subunits (1967) ===&lt;br /&gt;
Burgelman, Robert; Burton, Diane; Chesbrough, Henry; Hansen, Helene; Higgins, Monica; Ibarra, Herminia; Kang, David; March, James; Pfeffer, Jeffrey; Podolny, Joel; Tushman, Michael; Valley, Kathleen&lt;br /&gt;
&lt;br /&gt;
I use a network study of 120 new-product development projects undertaken by 41 divisions in a large electronics company to examine the task of developing new products in the least amount of time. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== UNCERTAINTY DURING ORGANIZATIONAL CHANGE: TYPES, CONSEQUENCES, AND MANAGEMENT STRATEGIES (2004) ===&lt;br /&gt;
DiFonzo, Singapore. We thank Nicholas&lt;br /&gt;
&lt;br /&gt;
The model was tested in a public sector organization and the results supported it. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: wellbeing, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Variance Estimation, Design Effects, and Sample Size Calculations for Respondent-Driven Sampling (2006) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
ABSTRACT Hidden populations, such as injection drug users and sex workers, are central to a number of public health problems. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Why Mental Health Education &amp;amp; Prevention is Harmful (2023) ===&lt;br /&gt;
screening, The paradoxical effect of; programs, prevention&lt;br /&gt;
&lt;br /&gt;
Enter WISE Teens, a school program focused on &amp;quot;social-emotional skills training,&amp;quot; spearheaded by clinical psychologists in training. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=13; students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, loneliness, wellbeing, open-source, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Work/family border theory: A new theory of work/family balance (2000) ===&lt;br /&gt;
Clark, Sue Campbell&lt;br /&gt;
&lt;br /&gt;
This article introduces work/family border theory - a new theory about work/family balance. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Workplace Isolation Occurring in Remote Workers (2019) ===&lt;br /&gt;
&#039;&#039;Walden University&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
A series of semistructured interviews with 21 remote workers that consisted of 4 different divisions at the same organization was conducted to yield thematic results. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, wellbeing, productivity, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_U-Z&amp;diff=834</id>
		<title>Research Library U-Z</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_U-Z&amp;diff=834"/>
		<updated>2026-07-23T04:49:10Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: U-Z ==&lt;br /&gt;
Peer-reviewed papers by first-author surname, U to Z. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Comparing two sampling methods to engage hard-to-reach communities in research priority setting (2016) ===&lt;br /&gt;
Valerio, Melissa A.; Rodriguez, Natalia; Winkler, Paula; Lopez, Jaime; Dennison, Meagen; Liang, Yuanyuan; Turner, Barbara J.. DOI [https://doi.org/10.1186/s12874-016-0242-z 10.1186/s12874-016-0242-z]&lt;br /&gt;
&lt;br /&gt;
Results: Of 65 eligible stakeholders in one community recruited by snowball sampling, 55 (85 %) consented, 52 (95 %) attended the first meeting, and 36 (65 %) attended all 3 meetings. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers, social connection, or SNH-relevant study participants.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, community-health, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Social Networks, the &#039;Work&#039; and Work Force of Chronic Illness Self-Management: A Survey Analysis of Personal Communities (2013) ===&lt;br /&gt;
Vassilev, Ivaylo; Rogers, Anne; Blickem, Christian; Brooks, Helen; Kapadia, Dharmi; Kennedy, Anne; Sanders, Caroline; Kirk, Sue; Reeves, David. DOI [https://doi.org/10.1371/journal.pone.0059723 10.1371/journal.pone.0059723]&lt;br /&gt;
&lt;br /&gt;
Using concentric-circle network mapping with 300 adults living with chronic heart disease or diabetes in deprived areas of Greater Manchester, this study quantifies how illness-relevant work (illness-specific, everyday, and emotional) is distributed across personal network members. It demonstrates that the division of labour in chronic illness management extends well beyond the individual patient and close partners, involves a wide and substitutable set of relationships, and is shaped far more by member characteristics such as gender, proximity, and frequency of contact than by the health or socioeconomic status of the person with the condition. This is a foundational source for understanding the social network as an active care infrastructure rather than a passive backdrop. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=300; Adults with chronic heart disease, diabetes, or both conditions, recruited from GP disease registers in deprived areas of Greater Manches....&lt;br /&gt;
&lt;br /&gt;
Keywords: chronic-illness, self-management, social-networks, egocentric-networks, informal-care.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium.&lt;br /&gt;
&lt;br /&gt;
=== Testing the Connectivity Paradox: Linking Teleworkers&#039; Communication Media Use to Social Presence, Stress from Interruptions, and Organizational Identification (2012) ===&lt;br /&gt;
via, primarily communicating. DOI [https://doi.org/10.1080/03637751.2012.673000 10.1080/03637751.2012.673000]&lt;br /&gt;
&lt;br /&gt;
Roloff Scholars emphasize the importance of rich communication media for the development of teleworkers&#039; organizational identification, but tests of these relationships have produced inconsistent results. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, community-health, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Social Development, and Well-Being (2000) ===&lt;br /&gt;
vital; best, self-motivated. At their; agentic, they are; inspired; learn, striving to; themselves, extend; skills, master new; agency; appears, commitment in their lives; fact, in; exceptional, to be more normative than; positive, suggesting some very. &#039;&#039;Self-Determination Theory and the&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Accordingly, research guided by self-determination theory has focused on the social-contextual conditions that facilitate versus forestall the natural processes of self-motivation and healthy psychological development. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, wellbeing, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Lonely@Work@Home? The impact of work/home demands and support on workplace loneliness during remote work (2019) ===&lt;br /&gt;
Walz, Timo; Kensbock, Julia M.; Jong, Simon B. de; Kunze, Florian. &#039;&#039;European Management Journal&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
In this study, we examine the role of job and home demands as antecedents of workplace loneliness. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, loneliness, wellbeing, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Achieving Effective Remote Working During the COVID-19 Pandemic: A Work Design Perspective (2021) ===&lt;br /&gt;
Wang, Bin. DOI [https://doi.org/10.1111/apps.12290 10.1111/apps.12290]&lt;br /&gt;
&lt;br /&gt;
We conducted a mixed-methods investigation to explore the challenges experienced by remote workers at this time, as well as what virtual work characteristics and individual differences affect these challenges. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=522; remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, loneliness, wellbeing, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Physical Place and Cyberplace: The Rise of Personalized Networking (2001) ===&lt;br /&gt;
Wellman, Barry. &#039;&#039;International Journal of Urban and Regional Research&#039;&#039;, 25(2), 227-252. DOI [https://doi.org/10.1111/1468-2427.00236 10.1111/1468-2427.00236]&lt;br /&gt;
&lt;br /&gt;
Wellman argues that community has shifted through three successive forms: door-to-door (place-bound neighbourhood groups), place-to-place (interhousehold networks spanning distance), and now person-to-person (individualised, portable, networked connectivity). This trajectory gives the project a precise historical and structural vocabulary for understanding how physical space and cyberspace interpenetrate rather than compete, and why the individual rather than the group or household is becoming the primary node of social connection. The typology of door-to-door, place-to-place and person-to-person community is directly applicable to mechanisms that shape network health across physical and digital contexts. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: No primary sample; the paper is a theoretical essay drawing on secondary studies, field observations and personal communications..&lt;br /&gt;
&lt;br /&gt;
Keywords: social-networks, community, networked-individualism, cyberplace, physical-place.&lt;br /&gt;
&lt;br /&gt;
Evidence: low, theoretical, conceptual-essay. Risk of bias: high.&lt;br /&gt;
&lt;br /&gt;
=== The Community Question: The Intimate Networks of East Yorkers (1979) ===&lt;br /&gt;
Wellman, Barry. &#039;&#039;American Journal of Sociology&#039;&#039;, 84(5), 1201-1231&lt;br /&gt;
&lt;br /&gt;
Wellman&#039;s 1979 East York study is the foundational empirical test of whether urban primary ties persist and in what structural form. Using egocentric network data from 845 adults, it demonstrates that intimate networks are prevalent but sparsely knit, spatially dispersed, and asymmetrically reciprocated, lending strong support to the &amp;quot;Community Liberated&amp;quot; thesis over both the &amp;quot;Lost&amp;quot; and &amp;quot;Saved&amp;quot; positions. For the SNHDB project it supplies the seminal conceptualisation of personal community as a differentiated network of ties rather than a bounded solidarity, and establishes contact frequency, tie strength, and parent-child kinship as the key predictors of support availability. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=845; 845 adults aged 18 and over residing in East York, a predominantly British-Canadian upper-working-class and lower-middle-class inner subu....&lt;br /&gt;
&lt;br /&gt;
Keywords: personal-community, intimate-networks, community-question, social-support, tie-strength.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== A Systematic Review of the Impact of Remote Working Referenced to the Concept of Work-Life Flow on Physical and Psychological Health (2023) ===&lt;br /&gt;
Wells, John; PhD; MSc; BA(Hons); (Ed), PGDip; RPN; RNT; FAAN; FFNMRCSI; Scheibein, Florian; Pais, Leonor; Santos, Nuno Rebelo dos. DOI [https://doi.org/10.1177/21650799231176397 10.1177/21650799231176397]&lt;br /&gt;
&lt;br /&gt;
Results: Eight hundred and thirty articles were identified. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=2023; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, wellbeing, work-life-balance.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The impact of two universal randomized first- and second-grade classroom interventions on young adult suicide ideation and attempts- (2007) ===&lt;br /&gt;
Wilcox, Holly C.; Kellamb, Sheppard G.; Brown, C. Hendricks; Poduska, Jeanne M.; Ialongo, Nicholas S.; Wang, Wei; Anthony, James C.. DOI [https://doi.org/10.1016/j.drugalcdep.2008.01.005 10.1016/j.drugalcdep.2008.01.005]&lt;br /&gt;
&lt;br /&gt;
Results: In the first cohort, there was consistent and robust GBG-associated reduction of risk for suicide ideation by age 19-21 years compared to youths in standard setting (control) classrooms regardless of any type of covariate adjustment. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== A review of telework research: findings, new directions, and lessons for the study of modern work (2002) ===&lt;br /&gt;
Work, Center for; Technology; Organization; Engineering; U.S.A.. DOI [https://doi.org/10.1002/job.144 10.1002/job.144]&lt;br /&gt;
&lt;br /&gt;
Who teleworks remains elusive, but research suggests that male professionals and female clerical workers predominate. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, work-life-balance, job-satisfaction, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== An Outcome Evaluation of the Sources of Strength Suicide Prevention ProgramDelivered by Adolescent Peer Leaders in High Schools (2010) ===&lt;br /&gt;
Wyman, Peter A.; Brown, C. Hendricks; LoMurray, Mark; Schmeelk-Cone, Karen; Petrova, Mariya; Yu, Qin; Walsh, Erin; Tu, Xin; Wang, Wei. DOI [https://doi.org/10.2105/ajph.2009.190025 10.2105/ajph.2009.190025]&lt;br /&gt;
&lt;br /&gt;
An Outcome Evaluation of the Sources of Strength Suicide Prevention ProgramDelivered by Adolescent Peer Leaders in High Schools. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=2675; students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, wellbeing, open-source, suicide-prevention, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Effect of the Wingman-Connect Upstream Suicide Prevention Program for Air Force Personnel in Training A Cluster Randomized Clinical Trial (2020) ===&lt;br /&gt;
Wyman, Peter A.; Pisani, Anthony R.; Brown, C. Hendricks; Yates, Bryan; Morgan-DeVelder, Lacy; Schmeelk-Cone, Karen; Gibbons, Robert D.; Caine, Eric D.; Petrova, Mariya; Neal-Walden, Tracy; Linkh, David J.; Matteson, Alicia. DOI [https://doi.org/10.1001/jamanetworkopen.2020.22532 10.1001/jamanetworkopen.2020.22532]&lt;br /&gt;
&lt;br /&gt;
RESULTS A total of 215 classes including 1485 individuals (1222 men [82.3%]; mean [SD] age, 20.9 [3.1] years) participated; 748 individuals were enrolled in the Wingman-Connect program and 737 individuals were enrolled in the stress management program. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=216; Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: very-strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Impact of Sources of Strength on adolescent suicide deaths across three randomized trials (2023) ===&lt;br /&gt;
Wyman, Peter; Cero, Ian; Brown, Charles Hendricks; Espelage, Dorothy; Pisani, Anthony; Kuehl, Tomei; Schmeelk-Cone, Karen. &#039;&#039;Correspondence to&#039;&#039;. DOI [https://doi.org/10.1111/jcpp.13106 10.1111/jcpp.13106]&lt;br /&gt;
&lt;br /&gt;
Results varied across statistical tests of impact. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=78; students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source, suicide-prevention, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Peer-adult network structure and suicide attempts in 38 high schools: implications for network-informed suicide prevention (2019) ===&lt;br /&gt;
Wyman, Peter A.; Pickering, Trevor A.; Pisani, Anthony R.; Rulison, Kelly; Schmeelk-Cone, Karen; Hartley, Chelsey; Gould, Madelyn; Caine, Eric D.; LoMurray, Mark; Brown, Charles Hendricks; Valente, Thomas W.. &#039;&#039;Journal of Child Psychology and Psychiatry&#039;&#039;, 10(2019). DOI [https://doi.org/10.1111/jcpp.13102 10.1111/jcpp.13102]&lt;br /&gt;
&lt;br /&gt;
References - Angold, A., Costello, E.J., Messer, S.C., &amp;amp; Pickles, A. (1995). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=10291; students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, isolation, open-source, community-health, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Research Pathways to Effective Upstream Preventive Interventions (2014) ===&lt;br /&gt;
Wyman, Peter A.; PhD. &#039;&#039;Developmental Approach to Prevent Adolescent Suicides&#039;&#039;. DOI [https://doi.org/10.1016/j.amepre.2014.05.039 10.1016/j.amepre.2014.05.039]&lt;br /&gt;
&lt;br /&gt;
Epidemiologic evidence suggests that prevention programs in normative social systems such as schools are needed for broad suicide prevention impact. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Reciprocal relationships between job resources, personal resources, and work engagement (2009) ===&lt;br /&gt;
Xanthopoulou, Despoina; Bakker, Arnold B.; Demerouti, Evangelia; Schaufeli, Wilmar B.. &#039;&#039;Journal of Vocational Behavior&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
This study examined longitudinal relationships between job resources, personal resources, and work engagement. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=163; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: wellbeing, job-engagement, productivity, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Impacts of Working From Home During COVID-19 Pandemic on Physical and Mental Well-Being of Office Workstation Users (2020) ===&lt;br /&gt;
Xiao, Yijing; Becerik-Gerber, Burcin; DDes; Lucas, Gale; PhD; Roll, Shawn C.. &#039;&#039;Learning Objectives&#039;&#039;. DOI [https://doi.org/10.1097/jom.00000000000002097 10.1097/jom.00000000000002097]&lt;br /&gt;
&lt;br /&gt;
Psychological aspects and eating habits during COVID-19 home confinement: results of EHLC-COVID-19 Italian Online Survey. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, wellbeing, work-life-balance, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== ALL IN A DAY&#039;S WORK: BOUNDARIES AND MICRO ROLE TRANSITIONS (2000) ===&lt;br /&gt;
Yalof, quoted in. &#039;&#039;BLAKE E. ASHFORTH GLEN E. KREINER MEL FUGATE Arizona State University&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
KREINER MEL FUGATE Arizona State University We focus on everyday role transitions involving home, work, and other places. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, productivity, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The effects of remote work on collaboration among information workers (2019) ===&lt;br /&gt;
Yang, Longqi; Holtz, David; Jaffe, Sonia; Suri, Siddharth; Sinha, Shilpi; Weston, Jeffrey; Joyce, Connor; Shah, Neha; Sherman, Kevin; Hecht, Brent; Teevan, Jaime. DOI [https://doi.org/10.5465/amj.2019.1209 10.5465/amj.2019.1209]&lt;br /&gt;
&lt;br /&gt;
Te impact of aggregators on Internet news consumption. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, productivity, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Turnover of Companies in OpenStack: Prevalence and Rationale (2021) ===&lt;br /&gt;
ZHANG, YUXIA; LIU, HUI; Technology; Technology, Beijing Institute of. DOI [https://doi.org/10.1145/3510849 10.1145/3510849]&lt;br /&gt;
&lt;br /&gt;
However, they often withdraw their employees for a variety of reasons, which may affect the sustainability of OSS projects. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== &amp;quot;The Impact of Remote Work on Team Collaboration and Communication&amp;quot; (2024) ===&lt;br /&gt;
&#039;&#039;Research Thesis&#039;&#039;. DOI [https://doi.org/10.13140/rg.2.2.10221.40169 10.13140/rg.2.2.10221.40169]&lt;br /&gt;
&lt;br /&gt;
Conceptual frameworks provide context by integrating findings with existing literature, while grounded theory helps develop new insights based on the data. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, wellbeing, work-life-balance, job-satisfaction.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== A General Multilevel SEM Framework for Assessing Multilevel Mediation (2008) ===&lt;br /&gt;
&#039;&#039;Zhen Zhang Arizona State University&#039;&#039;. DOI [https://doi.org/10.1037/a0020141.supp 10.1037/a0020141.supp]&lt;br /&gt;
&lt;br /&gt;
Here we show that a multilevel structural equation modeling (MSEM) paradigm can overcome these 2 limitations of mediation analysis with MLM. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: isolation, job-satisfaction, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== A Mathematical Theory of Communication ===&lt;br /&gt;
&#039;&#039;Bell System Technical Journal&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
We will not attempt, in the continuous case, to obtain our results with the greatest generality, or with the extreme rigor of pure mathematics, since this would involve a great deal of abstract measure theory and would obscure the main thread of the analysis. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== ABNFF-Journal-June-2024 (2024) ===&lt;br /&gt;
DOI [https://doi.org/10.1111/nin.12493 10.1111/nin.12493]&lt;br /&gt;
&lt;br /&gt;
Method: The researchers employed an autoethnographic qualitative study of faculty and academic leaders to examine their context critically. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Assessing the growth of remote working and its consequences for effort, well-being and work-life balance (2017) ===&lt;br /&gt;
&#039;&#039;Alan Felstead and Golo Henseke&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
This suggests that the detachment of work from place is a growing trend. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, work-life-balance, job-satisfaction, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Awareness and Coordination in Shared Workspaces (1992) ===&lt;br /&gt;
&#039;&#039;Paul Dourish and Victoria Bellotti&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Awareness of individual and group activities is critical to successful collaboration and is commonly supported in CSCW systems by active, information generation mechanisms separate from the shared workspace. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== COMMUNICATION CHALLENGES AND STRATEGIES IN REMOTE WORK SETTINGS (2023) ===&lt;br /&gt;
DOI [https://doi.org/10.1016/j.jbusres.2022.06.010 10.1016/j.jbusres.2022.06.010]&lt;br /&gt;
&lt;br /&gt;
This paper examines the technological tools and platforms that remote workers use for communication and collaboration, the communication challenges that remote workers face and strategies to overcome them and alsothe additional technological tools to enhance remote collaboration and effective communication in remote settings. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, loneliness, work-life-balance, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== COVID-19 and employees&#039; mental health: stressors, moderators and agenda for organizational actions [version 1; peer review: 2 approved] (2020) ===&lt;br /&gt;
&#039;&#039;Keywords&#039;&#039;. DOI [https://doi.org/10.35241/emeraldopenres.13550.1 10.35241/emeraldopenres.13550.1]&lt;br /&gt;
&lt;br /&gt;
Background: This paper examines the impact of coronavirus COVID-19 outbreak on employees&#039; mental health, specifically psychological distress and depression. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== DOES WORKING FROM HOME WORK? EVIDENCE FROM A CHINESE EXPERIMENT (2014) ===&lt;br /&gt;
&#039;&#039;Nicholas Bloom James Liang John Roberts Zhichun Jenny Ying&#039;&#039;. DOI [https://doi.org/10.1093/qje/qju032 10.1093/qje/qju032]&lt;br /&gt;
&lt;br /&gt;
Nicholas Bloom James Liang John Roberts Zhichun Jenny Ying A rising share of employees now regularly engage in working from home (WFH), but there are concerns this can lead to &#039;&#039;shirking from home.&#039;&#039; We report the results of a WFH experiment at Ctrip, a 16,000-employee, NASDAQ-listed Chinese travel agency. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, job-satisfaction, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Development and Validation of Work-Family Conflict and Family-Work Conflict Scales (1996) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
Netemeyer Louisiana State University James S. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, burnout, work-life-balance, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Does work-life boundary management improve work-life balance for remote workers: A critically appraised topic (2023) ===&lt;br /&gt;
&#039;&#039;Recommended Citation&#039;&#039;. DOI [https://doi.org/10.28953/2375-8643.1128 10.28953/2375-8643.1128]&lt;br /&gt;
&lt;br /&gt;
This topic paper examines whether managing the boundaries between work life and personal life positively affects work-life balance in the context of remote work. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, work-life-balance, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Doing more with less? Flexible working practices and the intensification of work (2010) ===&lt;br /&gt;
&#039;&#039;Clare Kelliher&#039;&#039;, 63(1), 83–106. DOI [https://doi.org/10.1177/0018726709349199 10.1177/0018726709349199]&lt;br /&gt;
&lt;br /&gt;
This article examines an unanticipated consequence of adopting flexible working practices - that of work intensification. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, work-life-balance, job-satisfaction, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Effects of a universal classroom behavior program in first and second grades on young adult problem outcomes- (2008) ===&lt;br /&gt;
DOI [https://doi.org/10.1016/j.drugalcdep.2008.01.006 10.1016/j.drugalcdep.2008.01.006]&lt;br /&gt;
&lt;br /&gt;
Introduction This special issue of Drug and Alcohol Dependence is focused on the impact into young adulthood of the Good Behavior Game (GBG), a universal preventive intervention implemented by teachers and directed at entire regular firstand second-grade classrooms. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Employees Working From Home During Covid-19 and Potential Mental Health Challenges (2024) ===&lt;br /&gt;
&#039;&#039;Walden University ScholarWorks&#039;&#039;. DOI [https://doi.org/10.1038/d41586-021-00175-z 10.1038/d41586-021-00175-z]&lt;br /&gt;
&lt;br /&gt;
The purpose of this phenomenological study was to explore the impact of WFH on employee&#039;s mental health, focusing on how the WFH model has affected the emotional health of remote workers. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, wellbeing, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== How COVID-19 affects software developers and how their organizations can help (2020) ===&lt;br /&gt;
&#039;&#039;Pandemic programming&#039;&#039;. DOI [https://doi.org/10.1145/3183440.3195001 10.1145/3183440.3195001]&lt;br /&gt;
&lt;br /&gt;
Results The questionnaire received 2225 usable responses from 53 countries. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, isolation, wellbeing, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Information bias in health research: definition, pitfalls, and adjustment methods (2016) ===&lt;br /&gt;
&#039;&#039;Alaa Althubaiti&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
While understanding sources of bias is a key element for drawing valid conclusions, bias in health research continues to be a very sensitive issue that can affect the focus and outcome of investigations. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Job stress, incivility, and counterproductive work behavior (CWB): the moderating role of negative affectivity (2005) ===&lt;br /&gt;
DOI [https://doi.org/10.1002/job.336 10.1002/job.336]&lt;br /&gt;
&lt;br /&gt;
SPECTOR Summary The current study was designed to replicate findings from previous research regarding the relationships between job stressors, negative affectivity, and counterproductive work behavior (CWB) using peer-reported data and to assess the effects of workplace incivility on employee satisfaction and CWB. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: job-satisfaction, productivity, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Knowledge Transfer: A Basis for Competitive Advantage in Firms (2000) ===&lt;br /&gt;
&#039;&#039;Linda Argote&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
These results provide important insights into how organizations can facilitate the codification of knowledge into principles. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== MEDIA, TASKS, AND COMMUNICATION PROCESSES: A THEORY OF MEDIA SYNCHRONICITY (2008) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
Media synchronicity theory (MST) focuses on the ability of media to support synchronicity, a shared pattern of coordinated behavior among individuals as they work together. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Managing remote workers during quarantine: Insights from organizational research on boundary management (2020) ===&lt;br /&gt;
&#039;&#039;Assess-Create-Support Framework&#039;&#039;. DOI [https://doi.org/10.5465/256833 10.5465/256833]&lt;br /&gt;
&lt;br /&gt;
Retrieved from https://behavioralpolicy.org/journal issue/covid-19/ Although the ability to work from home (WFH) can offer numerous benefits to employees, research suggests that job performance worsens, job satisfaction decreases, and familyrelated problems occur when employees struggle to manage the boundaries between work and home. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, work-life-balance, job-satisfaction, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Method Variance in Organizational Research (2006) ===&lt;br /&gt;
&#039;&#039;Truth or Urban Legend?&#039;&#039;. DOI [https://doi.org/10.1177/1094428105284955 10.1177/1094428105284955]&lt;br /&gt;
&lt;br /&gt;
Spector University of South Florida It has become widely accepted that correlations between variables measured with the same method, usually self-report surveys, are inflated due to the action of common method variance (CMV), despite a number of sources that suggest the problem is overstated. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Multimodal interfaces and communication cues for remote collaboration (2020) ===&lt;br /&gt;
DOI [https://doi.org/10.1007/s12193-020-00330-2 10.1007/s12193-020-00330-2]&lt;br /&gt;
&lt;br /&gt;
However, despite the increasing research interest in remote collaboration study with VR/AR/MR technologies, there is still a lack of academic venues specifically focusing on VR/AR/MR remote collaboration research. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers, social connection, or SNH-relevant study participants.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== O ur Epidemic of Loneliness and Isolation (2023) ===&lt;br /&gt;
DOI [https://doi.org/10.7208/chicago/9780226012896.001.0001 10.7208/chicago/9780226012896.001.0001]&lt;br /&gt;
&lt;br /&gt;
10 Current Trends: Is Social Connection Declining?. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: loneliness, isolation, wellbeing, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== PBIS Reduces the Use of and Inequities in the Use of Exclusionary Discipline (2023) ===&lt;br /&gt;
DOI [https://doi.org/10.1177/001440291207900103 10.1177/001440291207900103]&lt;br /&gt;
&lt;br /&gt;
This brief presents the findings of a systematic literature review exploring how Tier 1 PBIS implementation affects valued educational outcomes. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Perspectives on the study of work-life balance (2001) ===&lt;br /&gt;
&#039;&#039;Why the interest?&#039;&#039;, 41(2)&lt;br /&gt;
&lt;br /&gt;
It starts by exploring why work - life balance has become an important topic for research and policy in some countries and after outlining traditional perspectives examines the concept of balance and its implications for the study of the relation between work and the rest of life. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: work-life-balance, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Re-Embodiment and Co-Embodiment: Exploration of social presence for robots and conversational agents (2019) ===&lt;br /&gt;
DOI [https://doi.org/10.1145/3322276.3322340 10.1145/3322276.3322340]&lt;br /&gt;
&lt;br /&gt;
Reactions showed that participants felt comfortable with re-embodying agents, who created more seamless and efficient experiences. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers, social connection, or SNH-relevant study participants.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Systems all the way down: embracing complexity in mental health research (2020) ===&lt;br /&gt;
DOI [https://doi.org/10.1038/mp 10.1038/mp]&lt;br /&gt;
&lt;br /&gt;
In this editorial for the collection on complexity in mental health research, we introduce and summarize the inaugural contributions to this collection: a series of theoretical, methodological, and empirical papers that aim to chart a path forward for investigating mental health in all its complexity. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Team and communication impacts of remote work for complex aerospace system development (2023) ===&lt;br /&gt;
DOI [https://doi.org/10.1287/orsc.1110.0703 10.1287/orsc.1110.0703]&lt;br /&gt;
&lt;br /&gt;
We ground our findings in six characteristics of CASD work (complex systems; design paths and feedback loops; relationships with suppliers, customers and regulators; distinct knowledge and skills; one-off innovation; and high cost of experimentation) and discuss how each of these characteristics challenges remote work. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Impact of Remote Work on Team Collaboration and Productivity (2021) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
The Shift to Remote Work: An Overview - 2. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, loneliness, job-engagement, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Infuence of Working from Home vs. Working at the Ofce on Job Performance in a Hybrid Work Arrangement: A Diary Study (2024) ===&lt;br /&gt;
DOI [https://doi.org/10.1007/s10869-024-09970-7 10.1007/s10869-024-09970-7]&lt;br /&gt;
&lt;br /&gt;
Results showed that working from home (WFH) had an indirect positive relationship with job performance through daily concentration and work engagement. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=203; Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, isolation, job-engagement, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Job Demands-Resources Model of Burnout (2001) ===&lt;br /&gt;
&#039;&#039;Is Burnout Specific to the Human Services?&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
In addition, results confirmed the 2-factor structure (exhaustion and disengagement) of a new burnout instrument - the Oldenburg Burnout Inventory - and suggested that this structure is essentially invariant across occupational groups. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=374; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Managed Heart: Commercialization of Human Feeling. (1985) ===&lt;br /&gt;
&#039;&#039;224 / Social Forces Volume 64:1, September 1985&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Review Reviewed Work(s): by Arlie Russell Hochschild Review by: Julie V. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The reliability of a two-item scale: Pearson, Cronbach, or Spearman-Brown? (2012) ===&lt;br /&gt;
[authors and venue to add]&lt;br /&gt;
&lt;br /&gt;
HINTS &amp;amp; KINKS Rob Eisinga · Manfred te Grotenhuis · Ben Pelzer Received: 10 January 2012/Revised: 27 June 2012/Accepted: 24 September 2012/Published online: 23 October 2012 © Swiss School of Public Health 2012 Introduction To obtain reliable measures researchers prefer multiple-item questionnaires rather than single-item tests. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Theorizing Employee Stress, Well-being, Resilience and Boundary Management in the Context of Forced Work from Home During COVID-19 (2022) ===&lt;br /&gt;
&#039;&#039;Keywords&#039;&#039;, 11(2), 86–104. DOI [https://doi.org/10.1177/22779779221100281 10.1177/22779779221100281]&lt;br /&gt;
&lt;br /&gt;
Our findings contribute to the current theoretical understanding of employee stress, boundary management, adaptation or resilience and employee well-being, in the context of forced work from home. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, work-life-balance, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Toward Understanding Remote Workers&#039; Management of Work-Family Boundaries: The Complexity of Workplac.... (2017) ===&lt;br /&gt;
DOI [https://doi.org/10.1177/1059601115619548 10.1177/1059601115619548]&lt;br /&gt;
&lt;br /&gt;
This study employs a multi-method research design to examine how remote workers, or employees who work solely from home, manage the work- family interface. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, work-life-balance, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Why Do People Give Up FLOSSing? A Study of Contributor Disengagement in Open Source (2019) ===&lt;br /&gt;
DOI [https://doi.org/10.1007/978-3-030-20883-7 10.1007/978-3-030-20883-7]&lt;br /&gt;
&lt;br /&gt;
Previous research has shown that it is critically important for projects to retain contributors and it has also revealed the motivations behind why contributors choose to participate in FLOSS in the first place. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Work/family border theory: A new theory of work/family balance (2000) ===&lt;br /&gt;
&#039;&#039;Sue Campbell Clark&#039;&#039;, 53(6), 747–770&lt;br /&gt;
&lt;br /&gt;
This article introduces work/family border theory - a new theory about work/family balance. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_P-T&amp;diff=833</id>
		<title>Research Library P-T</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_P-T&amp;diff=833"/>
		<updated>2026-07-23T04:48:35Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: P-T ==&lt;br /&gt;
Peer-reviewed papers by first-author surname, P to T. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Evidence (2022) ===&lt;br /&gt;
PAR. &#039;&#039;The Networks of Support Approach&#039;&#039;, 296(2022)&lt;br /&gt;
&lt;br /&gt;
Existing military suicide intervention programming focuses on detecting and remediating risk after suicidal individuals are identified. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=10291; Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source, suicide-prevention, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== REMOTE OFFICE WORK: CHANGING WORK PATTERNS IN SPACE AND TIME (1983) ===&lt;br /&gt;
People; Quarterly., Management Information Systems&lt;br /&gt;
&lt;br /&gt;
This paper examines some behavioral, organizational, and social issues surrounding remote work, particularly work at home. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Egocentric Network Analysis: Foundations, Methods, and Models (2018) ===&lt;br /&gt;
Perry, Brea L.; Pescosolido, Bernice A.; Borgatti, Stephen P.. &#039;&#039;Cambridge University Press&#039;&#039;. DOI [https://doi.org/10.1017/9781316443255 10.1017/9781316443255]&lt;br /&gt;
&lt;br /&gt;
The definitive comprehensive guide to ego network study design, data collection, and analysis. It covers everything from conceptualising research questions and sampling strategies to name generators, alter elicitation, visualisation, multilevel regression, longitudinal modelling, and the relationship between egocentric and sociocentric approaches. For the SNH project it is the primary methodological reference for any work involving personal network data, tie composition, network size, and ego-level structural measures. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: Not applicable. This is a methods textbook, not an empirical study with a research sample..&lt;br /&gt;
&lt;br /&gt;
Keywords: egocentric-networks, personal-networks, social-network-analysis, tie-strength, network-structure.&lt;br /&gt;
&lt;br /&gt;
Evidence: reference, methods, textbook. Risk of bias: not-applicable.&lt;br /&gt;
&lt;br /&gt;
=== Stress in remote work: two studies testing the Demand-Control-Person model (2018) ===&lt;br /&gt;
Perry, Sara Jansen; Rubino, Cristina; Hunter, Emily M.. &#039;&#039;European Journal of Work and Organizational Psychology&#039;&#039;. DOI [https://doi.org/10.1080/1359432x.2018.1487402 10.1080/1359432x.2018.1487402]&lt;br /&gt;
&lt;br /&gt;
We extend the Demand-Control-Person (DCP) model to test both person and job factors as important considerations in remote work, suggesting that emotional stability influences the utility of autonomy as a job resource in protecting employees from strain. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, burnout, wellbeing, work-life-balance, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== CONSENT FORM (2025) ===&lt;br /&gt;
PhD. &#039;&#039;Key Information&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Department of Psychiatry 300 Crittenden Boulevard Rochester NY 14642 www.urmc.rochester.edu Career Enhancement Training Study Delivered Across Career Phases Principal Investigator: Peter A. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=8; Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Keywords: wellbeing, open-source, suicide-prevention, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== A comparison of peer change agent selection methods: Evidence from a high-school based suicide preventive intervention (2022) ===&lt;br /&gt;
Pickering, Trevor A.; Wyman, Peter A.; Valente, Thomas W.. &#039;&#039;Correspondence: tpickeri@usc.edu&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
This study examined potential for more efcient program difusion if peer leaders had been chosen under network-informed selection methods. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=5746; students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, suicide-prevention, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Impact of the Good Behavior Game, a universal classroom-based behavior intervention, on young adult service use for problems with emotions, behavior, or drugs or alcohol- (2007) ===&lt;br /&gt;
Poduska, Jeanne M.; Kellama, Sheppard G.; Wang, Wei; Brown, C. Hendricks; Ialongo, Nicholas S.; Toyinbo, Peter. DOI [https://doi.org/10.1016/j.drugalcdep.2007.10.009 10.1016/j.drugalcdep.2007.10.009]&lt;br /&gt;
&lt;br /&gt;
Background: The Good Behavior Game (GBG) is a classroom behavior management strategy focused on socializing children to the role of student and aimed at reducing early aggressive, disruptive behavior, a confirmed antecedent to service use. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Job loss and mental health during the COVID-19 lockdown: Evidence from South Africa (2020) ===&lt;br /&gt;
PoselID, Dorrit; OyenubiID, Adeola; Kollamparambil, Umakrishnan. &#039;&#039;Objectives&#039;&#039;, 16(3). DOI [https://doi.org/10.1371/journal.pone.0249352 10.1371/journal.pone.0249352]&lt;br /&gt;
&lt;br /&gt;
Results The study revealed that adults who retained paid employment during the COVID-19 lockdown had significantly lower depression scores than adults who lost employment. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, wellbeing, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Understanding The Challenges Of Remote Working And It&#039;s Impact To Workers (2016) ===&lt;br /&gt;
Professor, Associate; Business, College of. &#039;&#039;Dr. Marivic F. Flores&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Findings revealed that almost all of the respondents used electronic mails as their major instrument in communicating with their co-workers. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=43; remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, loneliness, isolation, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Communicative Tensions in Remote Work During the COVID-19 Pandemic (2024) ===&lt;br /&gt;
Quarterly, Management Communication. DOI [https://doi.org/10.1177/08933189231199052 10.1177/08933189231199052]&lt;br /&gt;
&lt;br /&gt;
The findings indicate emerging tensions and their entanglements in knowledge workers&#039; remote work and technology-mediated communication practices, here manifesting in process-, task-, and relationship-oriented interactions. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, burnout, loneliness, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Cultivating Community Health and Well-being in Open Source: Mitigating Burnout and Prioritizing Mental Health (2024) ===&lt;br /&gt;
Raghunathan, Savitha. &#039;&#039;2.1 Definition of Burnout&#039;&#039;. DOI [https://doi.org/10.1002/wps.20311 10.1002/wps.20311]&lt;br /&gt;
&lt;br /&gt;
Findings: The investigation reveals a direct link between the operational dynamics of open-source projects and the prevalence of mental health problems among participants. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: open-source maintainers.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, burnout, isolation, wellbeing, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Sampling in software engineering research: a critical review and guidelines (2021) ===&lt;br /&gt;
Ralph, Sebastian Baltes · Paul. DOI [https://doi.org/10.1145/2961111.2962628 10.1145/2961111.2962628]&lt;br /&gt;
&lt;br /&gt;
The key findings are: (1) random sampling is rare; (2) sophisticated sampling strategies are very rare; (3) sampling, representativeness and randomness often appear misunderstood. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== SEARCHING FOR COMMON THREADS: UNDERSTANDING THE MULTIPLE EFFECTS OF DIVERSITY IN ORGANIZATIONAL GROUPS (1996) ===&lt;br /&gt;
review, we; directors, boards of; groups, top management; affective, performance through its impact on; cognitive; communication; cesses., symbolic pro&lt;br /&gt;
&lt;br /&gt;
Statistical abstract of the United States: 1994 (114th ed.). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: job-satisfaction, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Ambivalent versus Problematic Social Ties: Implications for Psychological Health, Functional Health, and Interpersonal Coping (2012) ===&lt;br /&gt;
Rook, Karen S.; Luong, Gloria; Sorkin, Dara H.; Newsom, Jason T.; Krause, Neal. &#039;&#039;Psychology and Aging&#039;&#039;, 27(4). DOI [https://doi.org/10.1037/a0029246 10.1037/a0029246]&lt;br /&gt;
&lt;br /&gt;
This study gives the project a precise mechanism-level distinction between two categories of harmful network tie: ambivalent ties (mixed positive and negative) and exclusively problematic ties (negative only). Using a large, nationally representative sample of older adults, it shows that these two tie types have divergent health footprints and elicit qualitatively different coping responses, which matters for designing interventions or platform features aimed at supporting healthy network management rather than simply counting negative ties. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=916; Non-institutionalised, English-speaking, cognitively functional adults aged 65 to 90 drawn from the baseline assessment of the Later Life....&lt;br /&gt;
&lt;br /&gt;
Keywords: social-networks, tie-quality, ambivalent-ties, problematic-ties, negative-social-exchanges.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium.&lt;br /&gt;
&lt;br /&gt;
=== Sick individuals and sick populations (1985) ===&lt;br /&gt;
Rose, Geoffrey&lt;br /&gt;
&lt;br /&gt;
REITERATION Geoffrey Rose Rose G (Department of Epidemiology, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Challenges and barriers in virtual teams: a literature review (2019) ===&lt;br /&gt;
Ruiz, Sarah Morrison‑Smith · Jaime. DOI [https://doi.org/10.1037/10189-007 10.1037/10189-007]&lt;br /&gt;
&lt;br /&gt;
In this review, a well-planned search strategy was utilized to identify a total of 255 relevant studies, primarily focusing on technology use. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, community-health, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Impact of Flexible Working Arrangements on Work-life Conflict and Work Pressure in Ireland (2009) ===&lt;br /&gt;
Russell, Helen; O&#039;Connell, Philip J.; McGinnity, Frances. &#039;&#039;The changing nature of employment in Ireland&#039;&#039;. DOI [https://doi.org/10.1111/j.1468-0432.2008.00431.x 10.1111/j.1468-0432.2008.00431.x]&lt;br /&gt;
&lt;br /&gt;
Our results show that while part-time work and flexitime tend to reduce work pressure and work-life conflict, working from home is associated with greater levels of both work pressure and work-life conflict. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=5000; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, work-life-balance, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Combining Qualitative and Quantitative Sampling, Data Collection, and Analysis Techniques in Mixed-Method Studies (2000) ===&lt;br /&gt;
Sandelowski, Margarete. &#039;&#039;Focus on Research Methods&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Researchers have increasingly turned to mixed-method techniques to expand the scope and improve the analytic power of their studies. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Satisfaction With Life Scale and the emerging construct of life satisfaction (2008) ===&lt;br /&gt;
satisfaction, the emerging construct of life. &#039;&#039;The Journal of Positive Psychology&#039;&#039;. DOI [https://doi.org/10.1080/17439760701756946 10.1080/17439760701756946]&lt;br /&gt;
&lt;br /&gt;
Scores on the SWLS have been shown to correlate with measures of mental health and to be predictive of future behaviors such as suicide attempts. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, wellbeing, open-source, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Layers of Silence, Arenas of Voice: The Ecology of Visible and Invisible Work (1992) ===&lt;br /&gt;
Science, Information; St., East Daniel; Champaign; USA, IL; Social; Sciences, Behavioral; Francisco, San; USA&lt;br /&gt;
&lt;br /&gt;
Processes examined include creating a &amp;quot;non-person&amp;quot; in domestic work; disembedding background work; and going backstage. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Loneliness and Social Isolation as Risk Factors for Mortality: A Meta-Analytic Review (2015) ===&lt;br /&gt;
Science, Perspectives on Psychological. &#039;&#039;Keywords&#039;&#039;, 10(2), 227–237. DOI [https://doi.org/10.1177/1745691614568352 10.1177/1745691614568352]&lt;br /&gt;
&lt;br /&gt;
In this meta-analytic review, our objective is to establish the overall and relative magnitude of social isolation and loneliness and to examine possible moderators. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, loneliness, isolation, wellbeing, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Interdisciplinary Study of Coordination (1994) ===&lt;br /&gt;
Science, Center for Coordination; Technology, Massachusetts Institute of; Cambridge; Massachusetts&lt;br /&gt;
&lt;br /&gt;
In parametric analysis, the abstract theories include parameters which may be different for different kinds of systems. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Working from home during COVID-19: boundary management tactics and energy resources management strategies reported by public service employees in a qualitative study (2024) ===&lt;br /&gt;
Seinsche, Laura; Schubin, Kristina; Neumann, Jana; Pfaff, Holger. &#039;&#039;BMC Public Health&#039;&#039;, 24, 1249. DOI [https://doi.org/10.1186/s12889-024-18744-y 10.1186/s12889-024-18744-y]&lt;br /&gt;
&lt;br /&gt;
Therefore, the research focus lies on employees&#039; job crafting strategies to optimize their working from home experience concerning boundary management and energy resource management. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, burnout, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== How Remote Work Affects Our Communication and Collaboration (2021) ===&lt;br /&gt;
SEPTEMBER, LAURA COUNTS&lt;br /&gt;
&lt;br /&gt;
A new study analyzed how coworkers interact when they work remotely. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Let&#039;s Talk About Code-Switching: A Double-Edged Sword (2023) ===&lt;br /&gt;
Sharma, By Nirupika. &#039;&#039;What should we do about it?&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
The dual nature of code-switching: Costs and benefits Code-switching strategies are multifaceted and varied, and can result in a variety of benefits and drawbacks. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, open-source, community-health, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Coworker Exchange: Relationships Between Coworkers, Leader-Member Exchange, and Work Attitudes (2002) ===&lt;br /&gt;
Sherony, Kathryn M.; Green, Stephen G.. &#039;&#039;Theory and Hypotheses&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Data from 110 coworker dyads were used to examine relationships between LMXs and CWXs and between exchange relationships and work attitudes. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: job-satisfaction, productivity, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Remote work and work-life balance: Lessons learned from the covid-19 pandemic and suggestions for HRD practitioners (2022) ===&lt;br /&gt;
Shirmohammadi, Melika; Au, Wee Chan; Beigi, Mina. &#039;&#039;Human Resource Development International&#039;&#039;. DOI [https://doi.org/10.1080/13678868.2022.2047380 10.1080/13678868.2022.2047380]&lt;br /&gt;
&lt;br /&gt;
To answer these questions, we analysed 40 recent empirical studies that examined work-life balance while working from home during the pandemic. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, technostress, isolation, wellbeing, work-life-balance.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Work-Family Strategies During COVID-19: Examining Gender Dynamics Among Dual-Earner Couples With Young Children (2020) ===&lt;br /&gt;
Shockley, Kristen M.; Clark, Malissa A.; Dodd, Hope. DOI [https://doi.org/10.1037/apl0000857 10.1037/apl0000857]&lt;br /&gt;
&lt;br /&gt;
King2 Department of Psychology, University of Georgia Department of Psychology, Rice University There are several existing typologies of dual-earner couples focused on how they dually manage work and family; however, these all assume that couples can outsource childcare during normal work hours and that work is largely conducted outside of the home. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, work-life-balance, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Enforced remote working: The impact of digital platform-induced stress and remote working experience on technology exhaustion and subjective wellbeing (2020) ===&lt;br /&gt;
Singh, Pallavi; Bala, Hillol; Dey, Bidit Lal; Filieri, Raffaele. &#039;&#039;Journal of Business Research&#039;&#039;. DOI [https://doi.org/10.1016/i.chb.2017.12.010 10.1016/i.chb.2017.12.010]&lt;br /&gt;
&lt;br /&gt;
The findings highlight how both work and personal digital platforms induce technostress during the enforced remote work period, which in turn increases psychological strains such as technology exhaustion and decreases subjective wellbeing. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=306; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, burnout, technostress, wellbeing, work-life-balance.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Employees&#039; perceptions of relational communication in full-time remote work in the public sector (2020) ===&lt;br /&gt;
Sivunen, Anu; Blomqvist, Kirsimarja. &#039;&#039;Computers in Human Behavior&#039;&#039;. DOI [https://doi.org/10.1016/j.jbusres.2015.10.113 10.1016/j.jbusres.2015.10.113]&lt;br /&gt;
&lt;br /&gt;
The findings present 17 aspects of relational communication that the respondents mentioned as having changed because of moving to remote work. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, technostress, isolation, wellbeing, job-satisfaction.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== How and When May Technostress Impact Workers&#039; Psycho-Physical Health and Work-Family Interface? A Study during the COVID-19 Pandemic in Italy (2023) ===&lt;br /&gt;
Sommovigo, Valentina; Bernuzzi, Chiara; Finstad, Georgia Libera; Setti, Ilaria; Gabanelli, Paola; Giorgi, Gabriele; Fiabane, Elena. DOI [https://doi.org/10.3390/ijerph20021266 10.3390/ijerph20021266]&lt;br /&gt;
&lt;br /&gt;
Results indicated that technostress was positively related to psycho-physical distress and work-family conflict, as mediated by fear of COVID-19 and working excessively, respectively. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=20; remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, technostress, isolation, wellbeing, work-life-balance.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Impact of Professional Isolation on Teleworker Job Performance and Turnover Intentions: Does Time Spent Teleworking, Interacting Face-to-Face, or Having Access to Communication-Enhancing Technology Matter? (2008) ===&lt;br /&gt;
studied, more generalized notions have been; (Edwards, including economics; (Seeman, sociology; (Rousseau, psychology; manage. &#039;&#039;Theory and Hypotheses&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Dino University of Connecticut Although the teleworking literature continues to raise concerns regarding the adverse consequences of professional isolation, researchers have not examined its impact on work outcomes. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, productivity, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== A Short Scale for Measuring Loneliness in Large Surveys (2002) ===&lt;br /&gt;
Studies, Results From Two Population-Based&lt;br /&gt;
&lt;br /&gt;
Results From Two Population-Based Studies MARY ELIZABETH HUGHES Duke University LINDA J. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: loneliness, isolation, wellbeing, open-source, community-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Development of an individual work performance questionnaire (2013) ===&lt;br /&gt;
Style, Life; TNO; Leiden; Netherlands, The; Health, Occupational; Amsterdam. &#039;&#039;6&#039;&#039;. DOI [https://doi.org/10.1108/17410401311285273 10.1108/17410401311285273]&lt;br /&gt;
&lt;br /&gt;
Factor analysis was used to examine whether the four-dimensional conceptual framework could be confirmed. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: wellbeing, productivity, open-source, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The global obesity pandemic: shaped by global drivers and local environments (2011) ===&lt;br /&gt;
Swinburn, Boyd A; Sacks, Gary; Hall, Kevin D; McPherson, Klim; Finegood, Diane T; Moodie, Marjory L; Gortmaker, Steven L. &#039;&#039;Key messages&#039;&#039;. DOI [https://doi.org/10.1038/ijo.2010.228 10.1038/ijo.2010.228]&lt;br /&gt;
&lt;br /&gt;
This passive overconsumption of energy leading to obesity is a predictable outcome of market economies predicated on consumption-based growth. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Impact of Technostress on End-User Satisfaction and Performance (2010) ===&lt;br /&gt;
Tarafdar, Monideepa; Tu, Qiang; Ragu-Nathan, T.S.. &#039;&#039;Journal of Management Information Systems&#039;&#039;. DOI [https://doi.org/10.2753/mis0742-1222270311 10.2753/mis0742-1222270311]&lt;br /&gt;
&lt;br /&gt;
Abstract: Organizational use of information and communications technologies (ICT) is increasingly resulting in negative cognitions in individuals, such as information overload and interruptions. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: technostress, productivity, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Impact of Technostress on Role Stress and Productivity (2007) ===&lt;br /&gt;
TARAFDAR, MONIDEEPA; TU, QIANG; RAGU-NATHAN, BHANU S.; RAGU-NATHAN, AND T.S.. &#039;&#039;Journal of Management Information Systems&#039;&#039;. DOI [https://doi.org/10.2753/mis0742-1222240109 10.2753/mis0742-1222240109]&lt;br /&gt;
&lt;br /&gt;
Second, by showing that technostress inversely affects productivity, the paper reinforces that failure to manage the effects of ICT-induced stress can offset expected increases in productivity. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: technostress, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== World Health Statistics 2023 (2023) ===&lt;br /&gt;
the, Monitoring health for. DOI [https://doi.org/10.1136/bmjoq-2020-001089 10.1136/bmjoq-2020-001089]&lt;br /&gt;
&lt;br /&gt;
In any use of this work, there should be no suggestion that WHO endorses any specific organization, products or services. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups (2006) ===&lt;br /&gt;
TONG, ALLISON; SAINSBURY, PETER; CRAIG, AND JONATHAN. &#039;&#039;The Uniform Requirements for Manuscripts Submitted to Biomedical Journals published by the...&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
To develop a checklist for explicit and comprehensive reporting of qualitative studies (indepth interviews and focus groups). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Impact of Remote Work on Workplace Loneliness During and after COVID-19: A Literature Review (2020) ===&lt;br /&gt;
Toronto. &#039;&#039;Xinyi Wu1,a,&#039;&#039;. DOI [https://doi.org/10.1108/er-08-2012-0059 10.1108/er-08-2012-0059]&lt;br /&gt;
&lt;br /&gt;
The review synthesizes findings from 13 empirical studies published between January 2020 and July 2024. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, loneliness, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Social Isolation and Stress as Predictors of Productivity Perception and Remote Work Satisfaction during the COVID-19 Pandemic: The Role of Concern about the Virus in a Moderated Double Mediation (2020) ===&lt;br /&gt;
Toscano, Ferdinando; Zappalà, Salvatore. DOI [https://doi.org/10.1177/1529100615593273 10.1177/1529100615593273]&lt;br /&gt;
&lt;br /&gt;
As a result, many employees had to suddenly switch to remote work, experiencing both troubles and opportunities. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=265; Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, burnout, isolation, work-life-balance, job-satisfaction.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Effect of the Wingman-Connect Upstream Suicide Prevention Program for Air Force Personnel in Training (2017) ===&lt;br /&gt;
Trial, A Cluster Randomized Clinical. &#039;&#039;Question&#039;&#039;. DOI [https://doi.org/10.1001/jamapsychiatry.2018.4564 10.1001/jamapsychiatry.2018.4564]&lt;br /&gt;
&lt;br /&gt;
Results A total of 215 classes including 1485 individuals (1222 men [82.3%]; mean [SD] age, 20.9 [3.1] years) participated; 748 individuals were enrolled in the Wingman-Connect program and 737 individuals were enrolled in the stress management program. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=216; Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: very-strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Individualism and Collectivism: Cross-Cultural Perspectives on Self-Ingroup Relationships (1988) ===&lt;br /&gt;
Triandis, Harry C.; Bontempo, Robert. &#039;&#039;Theoretical Analysis&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Factor analyses of responses to items related to the constructs suggest that U.S. individualism is reflected in (a) Self-Reliance With Competition, (b) Low Concern for Ingroups, and (c) Distance from Ingroups. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: loneliness, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_K-O&amp;diff=832</id>
		<title>Research Library K-O</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_K-O&amp;diff=832"/>
		<updated>2026-07-23T04:47:59Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: K-O ==&lt;br /&gt;
Peer-reviewed papers by first-author surname, K to O. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Users of the world, unite! The challenges and opportunities of Social Media (2010) ===&lt;br /&gt;
Kaplan, Andreas M.; Haenlein, Michael&lt;br /&gt;
&lt;br /&gt;
Today, if an Internet user types the name of any leading brand into the Google search, what comes up among the top five results typically includes not only the corporate webpage, but also the corresponding entry in the online encyclopedia Wikipedia. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Effects of a universal classroom behavior management program in first and second grades on young adult behavioral, psychiatric, and social outcomes- (2008) ===&lt;br /&gt;
Kellama, Sheppard G.; Brown, C. Hendricks; Poduska, Jeanne M.; Ialongo, Nicholas S.; Wang, Wei; Toyinbo, Peter; Petras, Hanno; Ford, Carla; Windhama, Amy; Wilcox, Holly C.. DOI [https://doi.org/10.1016/j.drugalcdep.2008 10.1016/j.drugalcdep.2008]&lt;br /&gt;
&lt;br /&gt;
Results: By young adulthood significant impact was found among males, particularly those in first grade who were more aggressive, disruptive, in reduced drug and alcohol abuse/dependence disorders, regular smoking, and antisocial personality disorder. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The dappled nature of causes of psychiatric illness: replacing the organic-functional/hardware-software dichotomy with empirically based pluralism (2012) ===&lt;br /&gt;
Kendler, KS. &#039;&#039;npg&#039;&#039;. DOI [https://doi.org/10.1038/mp.2011.182 10.1038/mp.2011.182]&lt;br /&gt;
&lt;br /&gt;
These mutually re-enforcing dichotomies, which have had a pernicious influence on our field, make a clear prediction about how &#039;difference-makers&#039; (aka causal risk factors) for psychiatric disorders should be distributed in nature. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Work-nonwork boundary management profiles: A person-centered approach (2012) ===&lt;br /&gt;
Kossek, Ellen Ernst; Ruderman, Marian N.; Braddy, Phillip W.; Hannum, Kelly M.. &#039;&#039;Journal of Vocational Behavior&#039;&#039;. DOI [https://doi.org/10.1177/2041386611436264 10.1177/2041386611436264]&lt;br /&gt;
&lt;br /&gt;
We argue that research should be augmented with a person-centered approach, which examines how psychological measures are integrated into configurations. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, work-life-balance, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== A Social Technology That Reduces Social Involvement (1998) ===&lt;br /&gt;
Kraut, Robert; Patterson, Michael; Lundmark, Vicki; Kiesler, Sara; Mukopadhyay, Tridas; Scherlis, William. &#039;&#039;Internet Paradox&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
This research examined the social and psychological impact of the Internet on 169 people in 73 households during their first 1 to 2 years on-line. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, loneliness, isolation, wellbeing, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Cobbler 2 Cobbler Peer Mentoring Program (2016) ===&lt;br /&gt;
leaders, Developing peer; prepare, energy to; program, prevention; them, trust. &#039;&#039;Research basis&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Developing peer leaders and creating a system of change is about putting in the time and energy to prepare and train a diverse group of students. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=1900; software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, isolation, open-source, suicide-prevention, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== An overview of systematic reviews on the public health consequences of social isolation and loneliness (2017) ===&lt;br /&gt;
Leigh-Hunt, N.; Bagguley, D.; Bash, K.; Turner, V.; Turnbull, S.; Valtorta, N.; Caan, W.. &#039;&#039;Available online at www.sciencedirect.com&#039;&#039;. DOI [https://doi.org/10.1159/000441651 10.1159/000441651]&lt;br /&gt;
&lt;br /&gt;
Study design: A systematic review of systematic reviews (systematic overview) was undertaken to determine the wider consequences of social isolation and loneliness, identify any differences between the two, determine differences from findings of non-systematic reviews and to clarify the direction of causality. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, loneliness, isolation, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The paradox of employee psychological well-being practices: an integrative literature review and new directions for research (2009) ===&lt;br /&gt;
Loon, Mark; Otaye-Ebede, Lilian; Stewart, Jim. &#039;&#039;The International Journal of Human Resource Management&#039;&#039;. DOI [https://doi.org/10.1080/09585192.2018.1479877 10.1080/09585192.2018.1479877]&lt;br /&gt;
&lt;br /&gt;
Traditionally, researchers have focused on three dimensions of employee wellbeing; physiological, psychological and social. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, burnout, wellbeing, productivity, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Organizational and occupational health issues with working remotely during the pandemic: a scoping review of remote work and health (2024) ===&lt;br /&gt;
Lyzwinski, Lynnette-Natalia. &#039;&#039;What is already known about the topic&#039;&#039;. DOI [https://doi.org/10.1093/joccuh/uiae005 10.1093/joccuh/uiae005]&lt;br /&gt;
&lt;br /&gt;
The review focused on white-collar workers who undertook remote work during each of the lockdown waves from March 2020 to 2021. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=3; remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, loneliness, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods (2004) ===&lt;br /&gt;
MacKinnon, David P.; Lockwood, Chondra M.; Williams, Jason. &#039;&#039;Multivariate Behavioral Research&#039;&#039;. DOI [https://doi.org/10.1207/s15327906mbr3901 10.1207/s15327906mbr3901]&lt;br /&gt;
&lt;br /&gt;
Lockwood, and Jason Williams Arizona State University The most commonly used method to test an indirect effect is to divide the estimate of the indirect effect by its standard error and compare the resulting z statistic with a critical value from the standard normal distribution. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Mindfulness at Work: Positive Affect, Hope, and Optimism Mediate the Relationship Between Dispositional Mindfulness, Work Engagement, and Well-Being (2015) ===&lt;br /&gt;
Malinowski, Peter; Lim, Hui Jia. DOI [https://doi.org/10.1016/j.jvb.2011.09.002 10.1016/j.jvb.2011.09.002]&lt;br /&gt;
&lt;br /&gt;
Recently, it has been suggested that higher levels of mindfulness may be beneficial in the workplace and first programs aiming to increase mindful awareness in occupational settings have been introduced. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: isolation, wellbeing, job-engagement, productivity, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Strength of Weak Ties You Can Trust: The Mediating Role of Trust in Effective Knowledge Transfer (2004) ===&lt;br /&gt;
Management; Brunswick, New; Street, Washington; Newark; Jersey, New. &#039;&#039;Management Science&#039;&#039;, 50(11), 1477-1490. DOI [https://doi.org/10.1287/mnsc.1030.0136 10.1287/mnsc.1030.0136]&lt;br /&gt;
&lt;br /&gt;
This article was downloaded by: [141.39.214.202] On: 12 March 2025, At: 19:36 Publisher: Institute for Operations Research and the Management Sciences (INFORMS) INFORMS is located in Maryland, USA Management Science Publication details, including instructions for authors and subscription information: Daniel Z. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Relational-Cultural Theory: Fostering Healthy Coexistence Through a Relational Lens (2013) ===&lt;br /&gt;
March, Melissa McCauley. &#039;&#039;The Hyper-Polarization Challenge to the Conflict Resolution Field&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
It examines the complexity of human relationships, using concepts of connection and disconnection, as well as recognizing and exploring the social implications of psychological theory. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: isolation, productivity, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Why Your ACEs Score Doesn&#039;t Mean As Much As You Might Think (2019) ===&lt;br /&gt;
March, Posted. DOI [https://doi.org/10.1001/jamapediatrics.2019.3007 10.1001/jamapediatrics.2019.3007]&lt;br /&gt;
&lt;br /&gt;
One of the most significant limitations of the ACEs study is its narrow focus on a specific set of ten adverse experiences. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, wellbeing, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Systematically Reviewing Remote E-workers&#039; Well-being at Work: (2018) ===&lt;br /&gt;
MBPsS, Maria Charalampous; BSc; author), MSc ( corresponding. DOI [https://doi.org/10.1080/1359432x.2018.1541886 10.1080/1359432x.2018.1541886]&lt;br /&gt;
&lt;br /&gt;
The criteria for qualitative evidence are concerned with relevant sources of data used, relevant process of analysing data, and consideration of the findings in relation to the context and researchers&#039; influence. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=215; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, wellbeing, work-life-balance, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Factors that Affect Software Systems Development Project Outcomes: A Survey of Research (1996) ===&lt;br /&gt;
MCLEOD, LAURIE; MACDONELL, STEPHEN G.. DOI [https://doi.org/10.1145/1978802.1978803 10.1145/1978802.1978803]&lt;br /&gt;
&lt;br /&gt;
MACDONELL, Auckland University of Technology Determining the factors that have an influence on software systems development and deployment project outcomes has been the focus of extensive and ongoing research for more than 30 years. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Construction of the Virtual Embodiment Questionnaire (VEQ) (2020) ===&lt;br /&gt;
Member, Daniel Roth; Member, IEEE Marc Erich Latoschik; IEEE. DOI [https://doi.org/10.1109/tvcg.2020.3023603 10.1109/tvcg.2020.3023603]&lt;br /&gt;
&lt;br /&gt;
We present the proposed scale and study results and discuss resulting implications. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=196; remote workers, social connection, or SNH-relevant study participants.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Grounded Theory in Management Research (2025) ===&lt;br /&gt;
Methods, Product: Sage Research. &#039;&#039;Front Matter&#039;&#039;. DOI [https://doi.org/10.4135/9780857024428 10.4135/9780857024428]&lt;br /&gt;
&lt;br /&gt;
Sage Research Methods For the most optimal reading experience we recommend using our website. https://methods.sagepub.com/book/mono/grounded-theory-in-managementresearch/toc Author: Karen Locke Pub. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Coping With Stress and Burnout Associated With Telecommunication and Online Learning (2025) ===&lt;br /&gt;
Mheidly, Nour; Fares, Mohamad Y.; Fares, Jawad. DOI [https://doi.org/10.3389/fpubh.2020.574969/full 10.3389/fpubh.2020.574969/full]&lt;br /&gt;
&lt;br /&gt;
Public Health 8:574969. doi: 10.3389/fpubh.2020.574969 The COVID-19 pandemic substantially impacted the field of telecommunication. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, burnout, wellbeing, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Measuring Health-Related Productivity Loss (2011) ===&lt;br /&gt;
Mitchell, Rebecca J.; MPH; Bates, Paul. &#039;&#039;Methods&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Results were monetized and multiplied by the average number of employees with conditions or risks to illustrate the potential impact of productivity loss to employers. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: job-satisfaction, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Job stress and loneliness among remote workers (2019) ===&lt;br /&gt;
Miyake, Fuyu; Odgerel, Chimed-Ochir; Hino, Ayako; Ikegami, Kazunori; Nagata, Tomohisa. DOI [https://doi.org/10.1111/apps.12290 10.1111/apps.12290]&lt;br /&gt;
&lt;br /&gt;
Multiple - logistic regression was performed. - Results: Frequency of remote work was moderately associated with loneliness (adjusted odds - ratio [AOR] = 1.60, 95% confidence interval [CI]: 1.04-2.46, P = 0.033). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, loneliness, isolation, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Job Demands-Resources model: state of the art (2007) ===&lt;br /&gt;
model, The Job Demands-Resources. &#039;&#039;Evangelia Demerouti&#039;&#039;. DOI [https://doi.org/10.1108/02683940710733115 10.1108/02683940710733115]&lt;br /&gt;
&lt;br /&gt;
Findings - The paper provides an overview of the studies that have been conducted with the JD-R model. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, wellbeing, job-engagement, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Wellbeing Costs of Technology Use during Covid-19 Remote Working: An Investigation Using the Italian Translation of the Technostress Creators Scale (2020) ===&lt;br /&gt;
Molino, Monica; Ingusci, Emanuela; Signore, Fulvio; Manuti, Amelia; Giancaspro, Maria Luisa; Russo, Vincenzo; Zito, Margherita; Cortese, Claudio G.. DOI [https://doi.org/10.3390/su11113067 10.3390/su11113067]&lt;br /&gt;
&lt;br /&gt;
Results confirmed the three-factor structure of the Italian technostress creators scale and highlighted positive relationships between workload, techno-stressors, work-family conflict and behavioural stress. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=878; remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, technostress, wellbeing, work-life-balance, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Fighting Loneliness on Remote Teams (2024) ===&lt;br /&gt;
Montañez, by Rachel. &#039;&#039;Journal of Organizational Effectiveness&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Remote Work by Rachel Montañez March 22, 2024 Jimena Roquero/Stocksy Summary. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, loneliness, isolation, productivity, community-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Characterization of Home Working Population during COVID-19 Emergency: A Cross-Sectional Analysis (2020) ===&lt;br /&gt;
Moretti, Antimo; Menna, Fabrizio; Aulicino, Milena; Paoletta, Marco; Liguori, Sara; Iolascon, Giovanni. DOI [https://doi.org/10.1016/j.apergo.2009.09.008 10.1016/j.apergo.2009.09.008]&lt;br /&gt;
&lt;br /&gt;
The purpose of this cross-sectional study was to examine the impact of home working on perceived job productivity and satisfaction, work-related stress, and musculoskeletal (MSK) issues. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, isolation, wellbeing, work-life-balance.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Depression, chronic diseases, and decrements in health: results from the World Health Surveys (2000) ===&lt;br /&gt;
Moussavi, Saba; Chatterji, Somnath; Verdes, Emese; Tandon, Ajay; Patel, Vikram; Ustun, Bedirhan. &#039;&#039;Summary&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Findings Observations were available for 245 404 participants from 60 countries in all regions of the world. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=404; mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Reducing Risks for Mental Disorders: Frontiers for Preventive Intervention Research (1994) (1994) ===&lt;br /&gt;
Mrazek, Patricia J.; Haggerty, Robert J.; Editors; Disorders, Committee on Prevention of Mental; Medicine, Institute of. DOI [https://doi.org/10.17226/2139 10.17226/2139]&lt;br /&gt;
&lt;br /&gt;
H ardly a family in America has been untouched by mental illness. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Design and Analysis of Group-Randomized Trials (2015) ===&lt;br /&gt;
Murray, David M.; Director, Ph.D. Associate Director for Prevention; Prevention, Office of Disease. &#039;&#039;Pragmatic vs Explanatory Trials&#039;&#039;, 20(8), 637-648&lt;br /&gt;
&lt;br /&gt;
Explanatory and pragmatic attitudes in therapeutical trials. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== How many jobs can be done at home?☆ (2020) ===&lt;br /&gt;
Neiman, Brent. &#039;&#039;Journal of Public Economics&#039;&#039;. DOI [https://doi.org/10.2139/ssrn.3572065 10.2139/ssrn.3572065]&lt;br /&gt;
&lt;br /&gt;
We classify the feasibility of working at home for all occupations and merge this classification with occupational employment counts. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=26; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Resilience during uncertainty? Greater social connectedness during COVID-19 lockdown is associated with reduced distress and fatigue (2021) ===&lt;br /&gt;
Nitschke, Jonas P.; Forbes, Paul A. G.; Ali, Nida; Cutler, Jo; Apps, Matthew A. J.; Lockwood, Patricia L.; Lamm, Claus. DOI [https://doi.org/10.1176/appi.ajp.160.2.221 10.1176/appi.ajp.160.2.221]&lt;br /&gt;
&lt;br /&gt;
This period was characterized by unprecedented physical distancing (often communicated as social distancing) measures resulting in significant changes to people&#039;s usual social lives. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=902; research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, loneliness, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Moderator-Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations (1980) ===&lt;br /&gt;
not, This is; however; operations, research; analysis., plan of statistical. &#039;&#039;Reuben M. Baron and David A. Kenny University of Connecticut&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Kenny University of Connecticut In this article, we attempt to distinguish between the properties of moderator and mediator variables at a number of levels. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Depression as a disease of modernity: explanations for increasing prevalence (2012) ===&lt;br /&gt;
Nutrition; Terr, W th; Westwood. &#039;&#039;Brandon H Hidaka, B.A. [MD/PhD Candidate]&#039;&#039;, 140(3), 205–214. DOI [https://doi.org/10.1016/j.jad.2011.12.036 10.1016/j.jad.2011.12.036]&lt;br /&gt;
&lt;br /&gt;
While available data indicate rising prevalence and an increased lifetime risk for younger cohorts, strong conclusions cannot be drawn due to conflicting results and methodological flaws. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: loneliness, isolation, wellbeing, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== A cross-sectional investigation on remote working, loneliness, workplace isolation, well-being and perceived social support in healthcare workers (2024) ===&lt;br /&gt;
O&#039;Hare, Dearbhla; Gaughran, Fiona; Stewart, Robert; Costa, Mariana Pinto da. DOI [https://doi.org/10.1192/bjo.2024.7 10.1192/bjo.2024.7]&lt;br /&gt;
&lt;br /&gt;
Results A total of 520 participants responded to the study, of whom 112 were men (21.5%) and 406 were women (78.1%), with an age range of 21-77 years (mean 40.0, s.d. = 12.1). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=520; remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, loneliness, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Egocentric Social Network Structure, Health, and Pro-Social Behaviors in a National Panel Study of Americans (2012) ===&lt;br /&gt;
O&#039;Malley, A. James; Arbesman, Samuel; Steiger, Darby Miller; Fowler, James H.; Christakis, Nicholas A.. &#039;&#039;PLoS ONE&#039;&#039;, 7(5), e36250. DOI [https://doi.org/10.1371/journal.pone.0036250 10.1371/journal.pone.0036250]&lt;br /&gt;
&lt;br /&gt;
This paper provides population-representative longitudinal data on how egocentric network structure (degree, closeness, transitivity) relates to health and prosocial behaviour in American adults over three waves. For the SNHDB project it establishes quantified baseline rates of network change, documents the degree-closeness tradeoff (more contacts, weaker average ties), and identifies bidirectional links between network size and prosocial behaviour that are directly relevant to designing interventions aimed at improving social network health. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=3232; Adults recruited from the web-based portion of the Gallup national probability panel.&lt;br /&gt;
&lt;br /&gt;
Keywords: egocentric-networks, social-network-structure, prosocial-behaviour, health-outcomes, tie-strength.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal-panel. Risk of bias: medium.&lt;br /&gt;
&lt;br /&gt;
=== A rapid review of mental and physical health effects of working at home: how do we optimise health? (2020) ===&lt;br /&gt;
Oakman, Jodi; Kinsman, Natasha; Stuckey, Rwth; Graham, Melissa; Weale, Victoria. &#039;&#039;BMC Public Health&#039;&#039;, 20, 1825&lt;br /&gt;
&lt;br /&gt;
Background: The coronavirus (COVID-19) pandemic has resulted in changes to the working arrangements of millions of employees who are now based at home and may continue to work at home, in some capacity, for the foreseeable future. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, wellbeing, work-life-balance, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== A Systematic Review of Social Presence: Definition, Antecedents, and Implications (2018) ===&lt;br /&gt;
Oh, Catherine S.; Bailenson, Jeremy N.; Welch, Gregory F.. DOI [https://doi.org/10.3389/frobt.2018.00114/full 10.3389/frobt.2018.00114/full]&lt;br /&gt;
&lt;br /&gt;
This paper reviews the concept, antecedents, and implications of social presence, with a focus on the literature regarding the predictors of social presence. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers, social connection, or SNH-relevant study participants.&lt;br /&gt;
&lt;br /&gt;
Keywords: collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Telecommuting, professional isolation, and employee development in public and private organizations (2002) ===&lt;br /&gt;
Organization; U.S.A.. DOI [https://doi.org/10.1002/job.145 10.1002/job.145]&lt;br /&gt;
&lt;br /&gt;
Estimates show that currently 16.5 million regularly employed Americans telework at least one day per month of their normal work schedule (International Telework Association, 2000). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Covid-19, working from home and work-life boundaries: the role of personality in work-life boundary management (2024) ===&lt;br /&gt;
Oseghale, O. Raphael; Pepple, Dennis; Brookes, Michael; Lee, Alex; Alaka, Hafiz; Nyantakyiwaa, Akua; Mokhtar, Ajlaa. &#039;&#039;The International Journal of Human Resource Management&#039;&#039;. DOI [https://doi.org/10.1080/09585192.2024.2422013 10.1080/09585192.2024.2422013]&lt;br /&gt;
&lt;br /&gt;
Our results suggest that mandatory WFH impacts academics differently depending on their personality, with academics high in conscientiousness and introversion (compared to their neurotic and extroverted colleagues) more suited to managing work and life domains to maintain a WLB while working from home. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, work-life-balance, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_F-J&amp;diff=831</id>
		<title>Research Library F-J</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_F-J&amp;diff=831"/>
		<updated>2026-07-23T04:47:24Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: F-J ==&lt;br /&gt;
Peer-reviewed papers by first-author surname, F to J. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== The impact of telework on emotional experience: When, and for whom, does telework improve daily affective well-being? (2015) ===&lt;br /&gt;
Fairfax; USA. &#039;&#039;European Journal of Work and Organizational Psychology&#039;&#039;. DOI [https://doi.org/10.1080/1359432x.2014.966086 10.1080/1359432x.2014.966086]&lt;br /&gt;
&lt;br /&gt;
(8) I have difficulty understanding abstract ideas. (−) - (9) I am not interested in abstract ideas. (−) - (10) I do not have a good imagination. (−) Social connectedness outside of the workplace Please answer the following questions about yourself outside of the workplace. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=102; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, wellbeing, job-satisfaction, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The work-from-home trend: An interview with Brian Kropp (2021) ===&lt;br /&gt;
Faulds, David J.; Raju, P.S.. &#039;&#039;ScienceDirect&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Available online at www.sciencedirect.com ScienceDirect EXECUTIVE FOCUS David J. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Investigating the Role of Remote Working on Employees&#039; Performance and Well-Being: An Evidence-Based Systematic Review (2022) ===&lt;br /&gt;
Ferrara, Bruna; Pansini, Martina; Vincenzi, Clara De; Buonomo, Ilaria; Benevene, Paula. DOI [https://doi.org/10.3390/ijerph191912373 10.3390/ijerph191912373]&lt;br /&gt;
&lt;br /&gt;
Several research papers showed that different assumptions are linked to remote work because of the flexibility and autonomy granted to employees when working remotely or from home. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, burnout, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Disease Prevention and Health Promotion: (2015) ===&lt;br /&gt;
Fits, How Integrative Medicine. &#039;&#039;HHS Public Access&#039;&#039;. DOI [https://doi.org/10.1016/j.amepre.2015.07.019 10.1016/j.amepre.2015.07.019]&lt;br /&gt;
&lt;br /&gt;
As a discipline, preventive medicine has traditionally been described to encompass primary, secondary, and tertiary prevention. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The hidden costs of working from home: examining loneliness, role overload, and the role of social support during and beyond the COVID-19 lockdown (2024) ===&lt;br /&gt;
Fostervold, Knut Inge; Ulleberg, Pål; Nilsen, Odd Viggo; Halberg, Anne Marie. DOI [https://doi.org/10.3389/forgp.2024.1380051 10.3389/forgp.2024.1380051]&lt;br /&gt;
&lt;br /&gt;
Results: Analysis using a moderated mediation model showed that increased WFH days were associated with heightened loneliness during the lockdown, a link that weakened post-lockdown. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=6918; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, loneliness, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Depression is not a consistent syndrome: An investigation of unique symptom patterns in the STAR D study (2014) ===&lt;br /&gt;
Fried, Eiko I.; Nesse, Randolph M.. &#039;&#039;Journal of Affective Disorders&#039;&#039;. DOI [https://doi.org/10.1176/appi.ajp.2007.07060928 10.1176/appi.ajp.2007.07060928]&lt;br /&gt;
&lt;br /&gt;
To test this assumption, we examined the number of DSM-5 depression symptom patterns in the &amp;quot;Sequenced Treatment Alternatives to Relieve Depression&amp;quot; (STAR D) study. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=3703; mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Impact on Employees&#039; Remote Work Productivity, Engagement, and Stress (2021) ===&lt;br /&gt;
Galanti, Teresa; MPsyc; Guidetti, Gloria; PhD; Mazzei, Elisabetta; Zappalà, Salvatore; Toscano, Ferdinando. &#039;&#039;Work From Home During the COVID-19 Outbreak&#039;&#039;. DOI [https://doi.org/10.1097/jom.00000000000002236 10.1097/jom.00000000000002236]&lt;br /&gt;
&lt;br /&gt;
Results: Employees&#039; family-work conflict and social isolation were negatively related, while self-leadership and autonomy were positively related, to WFH productivity and WFH engagement. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=209; Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, burnout, isolation, wellbeing, work-life-balance.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Does Telework Stress Employees Out? A Study on Working at Home and Subjective Well‑Being for Wage/Salary Workers (2019) ===&lt;br /&gt;
Gao, Younghwan Song · Jia&lt;br /&gt;
&lt;br /&gt;
Using data from the 2010, 2012, and 2013 American Time Use Survey Well-Being Modules, this paper examines how subjective well-being varies among wage/salary workers between working at home and working in the workplace using individual fxed-efects models. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, wellbeing, work-life-balance, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Labor of Maintaining and Scaling Free and Open-Source Software Projects (2021) ===&lt;br /&gt;
GEIGER, R. STUART; Diego, San; Institute, Halicioglu Data Science; USA. DOI [https://doi.org/10.1145/3449249 10.1145/3449249]&lt;br /&gt;
&lt;br /&gt;
We report findings from an interview-based study with contributors and maintainers working in a wide range of F/OSS projects. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: open-source maintainers.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, maintainer-burnout, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Work-Family Conflict (1994) ===&lt;br /&gt;
Gender, A Comparison by; Type, Family; Control, Perceived&lt;br /&gt;
&lt;br /&gt;
The objective of this research was to examine the relationships between the dependent variable of work-family conflict (operationalized as overload, work to family interference, family to work interference) and the independent variables of gender, family type, and perceived control. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: work-life-balance, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== A 6-Item Scale for Overall, Emotional, and Social Loneliness (1981) ===&lt;br /&gt;
Gierveld, Jenny De Jong. &#039;&#039;Confirmatory Tests on Survey Data&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Confirmatory Tests on Survey Data Jenny De Jong Gierveld Netherlands Interdisciplinary Demographic Institute Vrije Universiteit Theo Van Tilburg Vrije Universiteit Loneliness is an indicator of social well-being and pertains to the feeling of missing an intimate relationship (emotional loneliness) or missing a wider social network (social loneliness). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=9448; remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: loneliness, isolation, wellbeing, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== A Study of 1,100 Employees Found That Remote Workers Feel Shunned and Left Out (2017) ===&lt;br /&gt;
Grenny, by Joseph; Maxfield, David. &#039;&#039;Leading Teams&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
New research shows that remote employees are more likely to feel left out and ganged up on than their on-site colleagues. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The effectiveness of psychological interventions for loneliness: A systematic review and meta-analysis (2021) ===&lt;br /&gt;
Hickin, Nisha; all, Anton K¨; Shafran, Roz; Sutcliffe, Sebastian; Langan, Grazia Manzotti Dean. &#039;&#039;www.elsevier.com/locate/clinpsychrev&#039;&#039;. DOI [https://doi.org/10.1080/17588928.2015.1070136 10.1080/17588928.2015.1070136]&lt;br /&gt;
&lt;br /&gt;
Previous theory and research indicate that psychological interventions show promise for reducing loneliness, however, there have been no systematic reviews or meta-analyses to ascertain the efficacy of these interventions across the lifespan. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=3959; remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, loneliness, isolation, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Lloyd, Cynthia B., and Beth T. Niemi (1983) ===&lt;br /&gt;
Hills, Geert Hofstede. Beverly; Sage, London:. &#039;&#039;Book Reviews&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Review Reviewed Work(s): Culture&#039;s Consequences: International Differences in Work-Related Values. by Geert Hofstede Review by: Arndt Sorge Source: Administrative Science Quarterly, Dec., 1983, Vol. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Conservation of Resources in the Organizational Context: The Reality of Resources and Their Consequences (2018) ===&lt;br /&gt;
Hobfoll, Stevan E.; Halbesleben, Jonathon; Neveu, Jean-Pierre; Westman, Mina. &#039;&#039;Keywords&#039;&#039;. DOI [https://doi.org/10.1146/annurev-orgpsych-032117-104640 10.1146/annurev-orgpsych-032117-104640]&lt;br /&gt;
&lt;br /&gt;
One of the major advantages of COR theory is its ability to make a wide range of specific hypotheses that are much broader than those offered by theories that focus on a single central resource, such as control, or that speak about resources in general. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, wellbeing, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Social connection as a critical factor for mental and physical health: evidence, trends, challenges, and future implications (2024) ===&lt;br /&gt;
Holt-Lunstad, Julianne. &#039;&#039;World Psychiatry&#039;&#039;, 23(3), 312-332. DOI [https://doi.org/10.1002/wps.21224 10.1002/wps.21224]&lt;br /&gt;
&lt;br /&gt;
This authoritative review synthesises the cumulative evidence base linking social connection to mental health, physical morbidity and mortality, and documents societal trends toward greater disconnection. It provides the project with a conceptual three-component framework (structure, function, quality), a worked taxonomy of relevant terms, risk-profile matrices, and a set of national-strategy recommendations. The paper is the single most comprehensive mapping of why and how social network health matters for population outcomes, and it names the gap between scientific evidence and public perception as a priority design problem. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: General population across all ages and health statuses, synthesised from hundreds of studies and millions of participants worldwide.&lt;br /&gt;
&lt;br /&gt;
Keywords: social-connection, social-isolation, loneliness, mortality, depression.&lt;br /&gt;
&lt;br /&gt;
Evidence: high, review, narrative-review. Risk of bias: low.&lt;br /&gt;
&lt;br /&gt;
=== Structural Equation Modelling: Guidelines for Determining Model Fit (2008) ===&lt;br /&gt;
Hooper, Daire. &#039;&#039;Technological University Dublin ARROW@TU Dublin&#039;&#039;, 6(1), 53-60&lt;br /&gt;
&lt;br /&gt;
This practice should be desisted at all costs as it masks underlying problems that suggest possible misspecifications within the model. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Flexible work designs and employee well-being: examining the effects of resources and demands (2015) ===&lt;br /&gt;
However; (Golden, employee well-being; Menezes, De; Kelliher. &#039;&#039;Claartje L. ter Hoeven and Ward van Zoonen&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Although flexible work designs (FWDs) are typically launched with high expectations, recent research shows that FWDs also pose challenges to employees and can even impede employee well-being. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=999; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== TARGET ARTICLE: Hope Theory: Rainbows in the Mind (1989) ===&lt;br /&gt;
Inquiry, Psychological; PLI, DOI: . /S. &#039;&#039;Psychological Inquiry&#039;&#039;. DOI [https://doi.org/10.1207/s15327965pli1304 10.1207/s15327965pli1304]&lt;br /&gt;
&lt;br /&gt;
Abstract versus concrete goals: Personal striving level, physical illness, and psychological well-being. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: wellbeing, open-source, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== NAVIGATING SEL FROM THE INSIDE OUT (2017) ===&lt;br /&gt;
INSIDE, LOOKING&lt;br /&gt;
&lt;br /&gt;
6 Introduction to the Report 7 What Makes It Unique? g. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Discriminant Validity Assessment: Use of Fornell &amp;amp; Larcker criterion versus HTMT Criterion (2017) ===&lt;br /&gt;
intention, Modeling the. &#039;&#039;You may also like&#039;&#039;. DOI [https://doi.org/10.1088/1742-6596/890/1/012163 10.1088/1742-6596/890/1/012163]&lt;br /&gt;
&lt;br /&gt;
Therefore, this article presents the results of discriminant validity assessment using these methods. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=429; remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== How Effective Is Telecommuting? Assessing the Status of Our Scientific Findings (2015) ===&lt;br /&gt;
Interest, Psychological Science in the Public. &#039;&#039;Summary&#039;&#039;, 16(2), 40–68. DOI [https://doi.org/10.1177/1529100615593273 10.1177/1529100615593273]&lt;br /&gt;
&lt;br /&gt;
We attempt to sift through the divergent and at times conflicting literature to develop an overall sense of the status of our scientific findings, in an effort to identify not only what we know and what we think we know about telecommuting, but also what we must yet learn to fully understand this increasingly important work mode. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, work-life-balance, job-satisfaction, productivity, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Six Key Advantages and Disadvantages of Working from Home in Europe during COVID-19 (2021) ===&lt;br /&gt;
Ipsen, Christine; Veldhoven, Marc van; Kirchner, Kathrin; Hansen, John Paulin. DOI [https://doi.org/10.3390/ijerph18041826 10.3390/ijerph18041826]&lt;br /&gt;
&lt;br /&gt;
A factor analysis showed the overall distribution of people&#039;s experiences and how the advantages and disadvantages of WFH during the early weeks of the pandemic can be grouped into six key factors. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=5748; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, wellbeing, work-life-balance, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The impact of remote work and mediated communication frequency on isolation and psychological distress (2022) ===&lt;br /&gt;
isolation, mediated communication frequency on; distress, psychological; Psychology, Organizational. &#039;&#039;European Journal of Work and Organizational Psychology&#039;&#039;. DOI [https://doi.org/10.1080/1359432x.2021.2002299 10.1080/1359432x.2021.2002299]&lt;br /&gt;
&lt;br /&gt;
The findings indicate that facilitating the use of ICTs may help organizations and employees combat isolation, while simultaneous increases in remote work practices lead employees to feel more isolated. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, isolation, wellbeing, job-satisfaction.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Analysing the Sentiments towards Work-From-Home Experience during COVID-19 Pandemic (2020) ===&lt;br /&gt;
Jaipur; Rajasthan; Tripathi, India Shreya. &#039;&#039;Akash D Dubey&#039;&#039;, 8(1), 13-19. DOI [https://doi.org/10.24840/2183-0606 10.24840/2183-0606]&lt;br /&gt;
&lt;br /&gt;
Since no specific treatment has been suggested by any medical institution so far, World Health Organization has recommended that the only possible solution to be safe is to self-isolate and stay home. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Impact of employee well-being on performance in the context of crisis-induced remote work: role of boundary control and professional isolation (2023) ===&lt;br /&gt;
Jaiswal, Akanksha; Chennai; India. &#039;&#039;The International Journal&#039;&#039;. DOI [https://doi.org/10.1108/er-08-2022-0384 10.1108/er-08-2022-0384]&lt;br /&gt;
&lt;br /&gt;
Since this shift from physical to remote working was sudden and unprecedented, the authors aimed to examine the impact of employee well-being on performance in the context of remote work. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, wellbeing, work-life-balance, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The Relationship between Remote Work and Job Satisfaction: The Mediating Role of Perceived Autonomy (2015) ===&lt;br /&gt;
Jamaludin, Nor Lelawati; Kamal, Sakinah Ahmad. DOI [https://doi.org/10.2139/ssrn.3510918 10.2139/ssrn.3510918]&lt;br /&gt;
&lt;br /&gt;
A Statistical Package for the Social Sciences (SPSS) was developed to examine how the variables were related. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=185; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, job-satisfaction, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Impact of Remote Work Dynamics on Mental Health and Productivity (2025) ===&lt;br /&gt;
Jibunoh, Joy; Ezichi, Ogbonnaya; Okpanachi, Victor; Amaechi, Chibuzor; Awosan, Wuraola; Tchoumo, Prosper; Sanusi, Jubril. &#039;&#039;Keywords&#039;&#039;. DOI [https://doi.org/10.4236/ojd.2025.141002 10.4236/ojd.2025.141002]&lt;br /&gt;
&lt;br /&gt;
Statistical analyses, including chi-square tests, ANOVA test, binomial test, and logistic regression, reveal significant findings. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, mental-health, burnout, isolation.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== FACTORS CONTRIBUTING TO WORKPLACE ISOLATION IN REMOTE WORKERS (2022) ===&lt;br /&gt;
Jones, Yvette Jones Dissertation Grette. &#039;&#039;Dissertation&#039;&#039;. DOI [https://doi.org/10.1371/journal.pone.0249127 10.1371/journal.pone.0249127]&lt;br /&gt;
&lt;br /&gt;
This quantitative correlational study aimed to identify perceptions of workplace isolation among remote workers and factors contributing to it, specifically focusing on supervisory support, communication satisfaction, and the time worked remotely. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_A-E&amp;diff=830</id>
		<title>Research Library A-E</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_A-E&amp;diff=830"/>
		<updated>2026-07-23T04:46:49Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: A-E ==&lt;br /&gt;
Peer-reviewed papers by first-author surname, A to E. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Can Hope be Changed in 90 Minutes? Testing the Efficacy of a Single-Session Goal-Pursuit Intervention for College Students (2011) ===&lt;br /&gt;
achievement, experiencing lowered academic; important, inability to make&lt;br /&gt;
&lt;br /&gt;
Participants in the hope intervention showed increases in measures of hope, life purpose, and vocational calling from pre- to post-test relative to control participants. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, wellbeing, productivity, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Brayfield &amp;amp; Rothe (1951) - An Index of Job Satisfaction (1951) ===&lt;br /&gt;
activity, research. &#039;&#039;Personnel Journal&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Within the contents of this booklet, personnel research projects are suggested. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: job-satisfaction, productivity.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Single item measures of self-rated mental health: a scoping review (1981) ===&lt;br /&gt;
Ahmad, Farah; Jhajj, Anuroop K; Stewart, Donna E; Burghardt, Madeline; Bierman, Arlene S. DOI [https://doi.org/10.1186/1472-6963-14-398 10.1186/1472-6963-14-398]&lt;br /&gt;
&lt;br /&gt;
Each study was coded by theme and data were extracted about study design, sample, variables, and results. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== DRUG AND ALCOHOL DEPENDENCE (2008) ===&lt;br /&gt;
alcohol; use, tobacco; dependence.. &#039;&#039;Purpose and Scope&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
The hope of its Editors is to promote mutual understanding of the many facets of drug abuse to the benefit of all investigators involved in drug and alcohol research, and to facilitate the transfer of scientific findings to successful treatment and prevention practices. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Environment Shapes Emotional Cognitive Abilities More Than Genes (2024) ===&lt;br /&gt;
April, Featured Genetics Neuroscience ·&lt;br /&gt;
&lt;br /&gt;
The results reveal that individual differences in first-order cognitive abilities were primarily influenced by genetic factors. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Five Vital Signs of a Scalable Idea and How to Avoid a Voltage Drop (2022) ===&lt;br /&gt;
April, John A. List&lt;br /&gt;
&lt;br /&gt;
List April 19, 2022 A s an academic, I give a lot of lectures around the world. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Work engagement: An emerging concept in occupational health psychology (2008) ===&lt;br /&gt;
Bakker, Arnold B.; Schaufeli, Wilmar B.; Leiter, Michael P.; Taris, Toon W.. DOI [https://doi.org/10.1080/02678370802393649 10.1080/02678370802393649]&lt;br /&gt;
&lt;br /&gt;
Research on engagement has investigated how engagement differs from related concepts (e.g., workaholism, organizational commitment), and has focused on the most important predictors of work engagement. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, wellbeing, job-engagement, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Out of sight but not out of mind: The role of loneliness and hope in remote work and in job engagement (2005) ===&lt;br /&gt;
Bareket-Bojmel, Liad; Chernyak-Hai, Lily; Margalit, Malka. &#039;&#039;Personality and Individual Differences&#039;&#039;. DOI [https://doi.org/10.1108/itp-12-2020-0850 10.1108/itp-12-2020-0850]&lt;br /&gt;
&lt;br /&gt;
In a world in which remote and hybrid work is becoming the new normal, the current study examines the relationship between remote work and job engagement and the roles that loneliness and hope play in this setting. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=349; remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, mental-health, loneliness, isolation.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Validation of the Insomnia Severity Index as an outcome measure for insomnia research (2001) ===&lt;br /&gt;
Bastien, CeÂlyne H.; VallieÁres, Annie; Morin, Charles M.&lt;br /&gt;
&lt;br /&gt;
Methods: The ®rst study examined the internal consistency and concurrent validity of the ISI in 145 patients evaluated for insomnia at a sleep disorders clinic. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Socio-Technical Perspectives on Smart Working: Creating Meaningful and Sustainable Systems (2019) ===&lt;br /&gt;
Bednar, Peter M.; Welch, Christine. DOI [https://doi.org/10.1002/9781118900772.etrds0066 10.1002/9781118900772.etrds0066]&lt;br /&gt;
&lt;br /&gt;
It has also freed business activity from a focus on place, as both work activities and markets have been able to harness information and communication technologies in order to operate remotely. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: isolation, work-life-balance, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The short-term economic consequences of COVID-19: Exposure to disease, remote work and government response (2021) ===&lt;br /&gt;
Beland, Louis-Philippe; Brodeur, Abel; Wright, Taylor. DOI [https://doi.org/10.1371/journal.pone.0270341 10.1371/journal.pone.0270341]&lt;br /&gt;
&lt;br /&gt;
We examine the determinants of the consequences of COVID-19 on employment and wages in the United States. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The wealth of networks: How social production transforms markets and freedom (2007) ===&lt;br /&gt;
Benkler, Yochai; Haven, New; ISBN. &#039;&#039;Book review&#039;&#039;, 19(2007), 278–282&lt;br /&gt;
&lt;br /&gt;
INFORMATION ECONOMICS AND POLICY Information Economics and Policy 19 (2007) 278-282 www.elsevier.com/locate/iep Book review Yochai Benkler, New Haven and London. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: research participants or target population described in the paper.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Videoconference Fatigue? Exploring Changes in Fatigue After Videoconference Meetings During COVID-19 (2021) ===&lt;br /&gt;
Bennett, Andrew A.; Campion, Emily D.; Keeler, Kathleen R.. DOI [https://doi.org/10.1037/apl0000906 10.1037/apl0000906]&lt;br /&gt;
&lt;br /&gt;
In the present study, we examine the nature of videoconference fatigue, when this phenomenon occurs, and what videoconference characteristics are associated with fatigue using a mixed-methods approach. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=55; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, productivity, open-source, community-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The role of organisational support in teleworker wellbeing: A sociotechnical systems approach (2016) ===&lt;br /&gt;
Bentley, T.A.; Teo, S.T.T.; McLeod, L.; Tan, F.; Bosua, R.; Gloet, M.. &#039;&#039;Applied Ergonomics&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
These findings suggest that providing the necessary organisational and teleworker support is important for enhancing the teleworker-environment fit and thereby ensuring desirable telework outcomes. © 2015 Elsevier Ltd and The Ergonomics Society. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, wellbeing, work-life-balance, job-satisfaction.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Global perspectives on redefining workplace presence: the impact of remote work on organizational culture (2024) ===&lt;br /&gt;
Bilderback, Stephanie; Business, Matthew D. Kilpatrick College of; Clarksville; Tennessee; USA. &#039;&#039;Journal of Ethics in Entrepreneurship and Technology Vol&#039;&#039;. DOI [https://doi.org/10.1108/jeft-08-2024-0023 10.1108/jeft-08-2024-0023]&lt;br /&gt;
&lt;br /&gt;
Purpose - This paper aims to explore the impact of remote work on organizational culture, focusing on redefining workplace presence during the COVID-19 pandemic. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, job-engagement, productivity, community-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Network Canvas: Key decisions in the design of an interviewer assisted network data collection software suite (2021) ===&lt;br /&gt;
Birkett, M; Melville, J; Janulis, P; Phillips II, G; Contractor, N; Hogan, B. &#039;&#039;Social Networks&#039;&#039;, 66, 114-124. DOI [https://doi.org/10.1016/j.socnet.2021.02.003 10.1016/j.socnet.2021.02.003]&lt;br /&gt;
&lt;br /&gt;
This paper documents the design rationale behind the Network Canvas software suite, a free, open-source, three-application toolkit (Architect, Interviewer, Server) for collecting complex egocentric and personal network data. It offers the project a detailed account of why visual, touch-based, interviewer-assisted sociogram interfaces reduce participant burden and improve data quality, and why researcher-facing simplicity and end-to-end workflow integration matter for broadening access to network data collection. The software&#039;s design decisions, community discovery methods, and explicit limitations together constitute a methodological reference for any project considering primary network data collection tools. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=181; Social network and public health researchers plus research participants in validation studies.&lt;br /&gt;
&lt;br /&gt;
Keywords: social-networks, ego-networks, network-data-collection, software-design, participant-aided-sociogram.&lt;br /&gt;
&lt;br /&gt;
Evidence: low, methods, design-report. Risk of bias: high.&lt;br /&gt;
&lt;br /&gt;
=== The Impact of Working from Home on Mental Health: A Cross-Sectional Study of Canadian Worker&#039;s Mental Health during the Third Wave of the COVID-19 Pandemic (2022) ===&lt;br /&gt;
Bodner, Aidan; Ruhl, Leo; Barr, Emily; Shridhar, Arti; Skakoon-Sparling, Shayna; Card, Kiffer George. DOI [https://doi.org/10.3390/ijerph191811588 10.3390/ijerph191811588]&lt;br /&gt;
&lt;br /&gt;
The COVID-19 pandemic has seen a considerable expansion in the way work settings are structured, with a continuum emerging between working fully in-person and from home. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=1576; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, mental-health, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Network of Categories: A Method to Aggregate Egocentric Network Survey Data into a Whole Network Structure (2025) ===&lt;br /&gt;
Bolíbar, Mireia; Martínez-Ariño, Julia; Schiller, Maria. &#039;&#039;Field Methods&#039;&#039;, 37(2), 110-127. DOI [https://doi.org/10.1177/1525822X241262678 10.1177/1525822X241262678]&lt;br /&gt;
&lt;br /&gt;
This paper introduces the network of categories, a method for converting collections of egocentric network survey data into a whole-network structure by aggregating ego and alter actors into attribute-based categories. It bridges the gap between egocentric and sociocentric network analysis without requiring costly link-tracing or alter-alter tie data. The empirical application maps collaboration networks among urban organisations in 40 French and German cities, demonstrating that immigrant organisations occupy a peripheral position in local governance networks. For the SNHDB, this method offers a scalable, survey-compatible technique for visualising structural position and inter-group connectivity across large organisational or community actor sets. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=476; Local urban organisations in France and Germany, including political parties, trade unions, welfare organisations, business associations,....&lt;br /&gt;
&lt;br /&gt;
Keywords: egocentric-networks, whole-network-analysis, inter-organisational-networks, governance-networks, immigrant-organisations.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, methodological, comparative-cross-sectional. Risk of bias: medium.&lt;br /&gt;
&lt;br /&gt;
=== Working from home and income inequality: risks of a &#039;new normal&#039; with COVID-19 (2020) ===&lt;br /&gt;
Bonacini, Luca; Gallo, Giovanni; Scicchitano, Sergio. DOI [https://doi.org/10.2139/ssrn.3383408 10.2139/ssrn.3383408]&lt;br /&gt;
&lt;br /&gt;
Results show that a positive shift in WFH feasibility would be associated with an increase in average labour income, but this potential benefit would not be equally distributed among employees. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Reaching the hard-to-reach: a systematic review of strategies for improving health and medical research with socially disadvantaged groups (2014) ===&lt;br /&gt;
Bonevski, Billie; Randell, Madeleine; Paul, Chris; Chapman, Kathy; Twyman, Laura; Bryant, Jamie; Brozek, Irena; Hughes, Clare. DOI [https://doi.org/10.1001/archinte.162.15.1682 10.1001/archinte.162.15.1682]&lt;br /&gt;
&lt;br /&gt;
Results: In total, 116 papers from 115 studies met inclusion criteria and 31 previous literature reviews were included. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== TECHNOSTRESS: TECHNOLOGICAL ANTECEDENTS AND IMPLICATIONS (2011) ===&lt;br /&gt;
Boston; Boulevard, Morrissey; U.S.A., MA -. &#039;&#039;Ramakrishna Ayyagari&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Academic literature, popular press, and anecdotal evidence suggest that ICTs are responsible for increased stress levels in individuals (known as technostress). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, technostress, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The Interpersonal Theory of Suicide (2005) ===&lt;br /&gt;
Braithwaite, Scott R.; Selby, Edward A.; Joiner, Thomas E.. DOI [https://doi.org/10.1038/mp.2009.29 10.1038/mp.2009.29]&lt;br /&gt;
&lt;br /&gt;
of repetitive self-mutilation [Abstract]. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, loneliness, open-source, community-health, suicide-prevention.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Inferring global network properties from egocentric data with applications to epidemics (2021) ===&lt;br /&gt;
Britton, Tom; Trapman, Pieter&lt;br /&gt;
&lt;br /&gt;
This paper formalises the limits of what egocentric data can tell us about a social network as a whole, showing that knowing only local neighbourhood structure leaves the size of the giant component and epidemic outbreak almost unconstrained, but that richer egocentric data (degree distribution, then triangle structure) progressively tightens the upper bound on outbreak size. For the SNHDB project it provides a rigorous framework for understanding how much network-level harm potential can be inferred from partial, ego-level data of the kind typically available in real surveys and platform samples. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: Theoretical population of large abstract social networks; no empirical human sample..&lt;br /&gt;
&lt;br /&gt;
Keywords: network-structure, egocentric-data, giant-component, epidemic-spreading, degree-distribution.&lt;br /&gt;
&lt;br /&gt;
Evidence: theoretical, mathematical-modelling. Risk of bias: low. Flags: no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Feeling Supported as a Remote Worker: The Role of Support from Leaders and Colleagues and Job Satisfaction in Promoting Employees&#039; Work-Life Balance (2024) ===&lt;br /&gt;
Buonomo, Ilaria; Vincenzi, Clara De; Pansini, Martina; D&#039;Anna, Francesco; Benevene, Paula. DOI [https://doi.org/10.3390/ijerph21060770 10.3390/ijerph21060770]&lt;br /&gt;
&lt;br /&gt;
Due to the increasing use of remote work, understanding the dynamics of employee support and its implications for job satisfaction and work-life balance is crucial. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, burnout, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== A Study on Remote Working of Employee Motivation and Productivity (2024) ===&lt;br /&gt;
Business, Faculty of; Crest, Tierra; Jaya, Kelana; Jaya, Petaling; Selangor. &#039;&#039;Shahrizal Mohd Safri, Muhammad Amiruddin Azizi Salleh, Muhammad Syafiq Mohd Salleh&#039;&#039;. DOI [https://doi.org/10.6007/ijarbss/v14-i8/21645 10.6007/ijarbss/v14-i8/21645]&lt;br /&gt;
&lt;br /&gt;
It may also result in increased savings and expenses by lowering daily burden costs. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, burnout, loneliness, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Causal Inference without Balance Checking: Coarsened Exact Matching (2007) ===&lt;br /&gt;
Business; Statistics; Conservatorio, Via; Milan, I-. &#039;&#039;Stefano M. Iacus&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
We show that CEM possesses a wide range of statistical properties not available in most other matching methods but is at the same time exceptionally easy to comprehend and use. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Mechanisms to improve labor productivity by performing telework (2020) ===&lt;br /&gt;
Business, Faculty of; Commerce; Mita; Minato-ku; Tokyo; Japan. &#039;&#039;Telecommunications Policy&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
This study investigates mechanisms underlying the influence of telework on labor productivity in Japan. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, job-satisfaction, productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== The dark side of technologies: Technostress among users of information and communication technologies (2012) ===&lt;br /&gt;
Castello´; Spain. &#039;&#039;Marisa Salanova, Susana Llorens, and Eva Cifre&#039;&#039;. DOI [https://doi.org/10.1080/00207594.2012.80460 10.1080/00207594.2012.80460]&lt;br /&gt;
&lt;br /&gt;
Results from multigroup confirmatory factor analyses among non-intensive and intensive ICT users showed, as expected, the four-factor structure of technostrain in both samples. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=675; remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: technostress, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Equifinality and multifinality in developmental psychopathology (1984) ===&lt;br /&gt;
Center, Mt. Hope Family&lt;br /&gt;
&lt;br /&gt;
For example, dividuals who develop a specific disorder the development of a normal organism was with respect to the features of their disturb- shown to occur from a whole ovum, a divided ance, as well as among individuals who evi-. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Systematically reviewing remote e-workers&#039; well-being at work: a multidimensional approach (2019) ===&lt;br /&gt;
Charalampous, Maria; Grant, Christine A.; Tramontano, Carlo; Michailidis, Evie. &#039;&#039;European Journal of Work and Organizational Psychology&#039;&#039;. DOI [https://doi.org/10.1080/1359432x.2018.1541886 10.1080/1359432x.2018.1541886]&lt;br /&gt;
&lt;br /&gt;
Findings indicate that we know more about remote e-workers&#039; affective state and their social and professional life than we know about their cognitive functioning and psychosomatic conditions. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, isolation, wellbeing, work-life-balance, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, review, review-systematic. Risk of bias: low. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Supporting Interdependent Telework Employees: A Moderated-Mediation Model Linking Daily COVID-19 Task Setbacks to Next-Day Work Withdrawal (2020) ===&lt;br /&gt;
Chong, SinHui. DOI [https://doi.org/10.1037/apl0000843 10.1037/apl0000843]&lt;br /&gt;
&lt;br /&gt;
The results generally supported our hypotheses, and their implications for scholars and managers during and beyond the pandemic are discussed. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=120; employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, burnout, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Information quality, work-family conflict, loneliness, and well-being in remote work settings (2024) ===&lt;br /&gt;
Chuang, Ya-Ting; Chiang, Hua-Ling; Lin, An-Pan. &#039;&#039;Computers in Human Behavior&#039;&#039;. DOI [https://doi.org/10.1016/j.chb.2024.108149 10.1016/j.chb.2024.108149]&lt;br /&gt;
&lt;br /&gt;
The results indicate a negative association between information accuracy and work-family conflict. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=462; remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, mental-health, loneliness, isolation, wellbeing.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Burnout and engagement (2004) ===&lt;br /&gt;
Cohen, According to; thumb, Holliday&#039;s ( ) rule of; moderate, . are considered to be. DOI [https://doi.org/10.1002/job.248 10.1002/job.248]&lt;br /&gt;
&lt;br /&gt;
BAKKER Department of Psychology and Research Institute Psychology and Health, Utrecht University, Utrecht, The Netherlands Summary This study focuses on burnout and its positive antipode - engagement. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: burnout, wellbeing, job-engagement, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Research Outcomes - Evidence Based Key Findings include: (2019) ===&lt;br /&gt;
cohesion, Increased class; morale; bonds, positive; seeking, acceptability of help. &#039;&#039;JAMA Open Network, October, 2020&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
To date, suicide prevention has focused primarily on individual-level psychiatric risk factors and on strategies to refer and treat high-risk youth. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=10291; Air Force personnel in training.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source, community-health, suicide-prevention, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Techno-Stress Creators, Burnout and Psychological Health among Remote Workers during the Pandemic: The Moderating Role of E-Work Self-Efficacy (2023) ===&lt;br /&gt;
Consiglio, Chiara; Massa, Nicoletta; Sommovigo, Valentina; Fusco, Luigi. DOI [https://doi.org/10.3390/ijerph20227051 10.3390/ijerph20227051]&lt;br /&gt;
&lt;br /&gt;
The results showed that burnout totally mediated the relationship between techno-stressors and depressive mood, while partially mediating the association between techno-stressors and anxiety symptoms. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, hybrid-work, mental-health, burnout, technostress.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== E-Leadership and Teleworking in Times of COVID-19 and Beyond: What We Know and Where Do We Go (2020) ===&lt;br /&gt;
Contreras, Francoise; Baykal, Elif; Abid, Ghulam. DOI [https://doi.org/10.3389/fpsyg.2020.590271/full 10.3389/fpsyg.2020.590271/full]&lt;br /&gt;
&lt;br /&gt;
The literature review shows that companies with effective e-leadership can view teleworking as an opportunity. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, wellbeing, productivity, open-source, social-support.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== When artificial intelligence substitutes humans in higher education: the cost of loneliness, student success, and retention (2024) ===&lt;br /&gt;
Crawford, Joseph; Allen, Kelly-Ann; Pani, Bianca; Cowling, Michael. DOI [https://doi.org/10.1080/03075079.2024.2326956 10.1080/03075079.2024.2326956]&lt;br /&gt;
&lt;br /&gt;
Much of the AI in higher education research to date has focused on academic integrity and matters of authorship; yet, there may be unintended consequences beyond these concerns for students. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: loneliness, wellbeing, productivity, open-source, community-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Beyond Motivation: Job and Work Design for Development, Health, Ambidexterity, and More (2014) ===&lt;br /&gt;
Crawley; Perth; Australia, Western; Australia. &#039;&#039;Sharon K. Parker&#039;&#039;. DOI [https://doi.org/10.1146/annurev-psych-010213-115208 10.1146/annurev-psych-010213-115208]&lt;br /&gt;
&lt;br /&gt;
Much research shows it is possible to design motivating work, which has positive consequences for individuals and their organizations. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, wellbeing, job-engagement, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Assessing the Health of Open Source Communities (1998) ===&lt;br /&gt;
Crowston, Kevin; Howison, James&lt;br /&gt;
&lt;br /&gt;
Kevin Crowston and James Howison Syracuse University Before contributing to a free or open source software project, understand the developers, leaders, and active users behind it. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=10; software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Talking About Machines A Review by Sheila Cunnison (1998) ===&lt;br /&gt;
Cunnison, Review by: Sheila. &#039;&#039;The Journal&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
All too often economic studies of the Western art market focus on its centres of activity, detailing the shifts in price of, say, Old Masters or Abstract Expressionists at Sotheby Parke Bernet or Christie&#039;s in London. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: productivity, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Work Flexibility, Job Satisfaction, and Job Performance among Romanian Employees - Implications for Sustainable Human Resource Management (2020) ===&lt;br /&gt;
Davidescu, Adriana AnaMaria; Apostu, Simona-Andreea; Paul, Andreea; Casuneanu, Ionut. DOI [https://doi.org/10.3390/su10124798 10.3390/su10124798]&lt;br /&gt;
&lt;br /&gt;
Additionally, the paper aims to examine the impact of different types of flexibility - contractual, functional, working time, and workspace flexibility - in order to highlight the relevance of employee development and employee flexibility as important aspects of sustainable HRM in increasing the overall level of employee job satisfaction. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, job-satisfaction, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, qualitative. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Working Memory: Theories, Models, and Controversies (2012) ===&lt;br /&gt;
DD, York YO; Kingdom, United. &#039;&#039;Alan Baddeley&#039;&#039;. DOI [https://doi.org/10.1146/annurev-psych-120710-100422 10.1146/annurev-psych-120710-100422]&lt;br /&gt;
&lt;br /&gt;
I present an account of the origins and development of the multicomponent approach to working memory, making a distinction between the overall theoretical framework, which has remained relatively stable, and the attempts to build more specific models within this framework. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== The impact of working from home during COVID-19 on work and life domains: an exploratory study on Hong Kong (2020) ===&lt;br /&gt;
Design, Policy; Practice. &#039;&#039;Policy Design and Practice&#039;&#039;. DOI [https://doi.org/10.1080/25741292.2020.1863560 10.1080/25741292.2020.1863560]&lt;br /&gt;
&lt;br /&gt;
This has resulted in both employers and employees seeking alternative work arrangements, especially in a fast-paced metropolitan like Hong Kong. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: remote-work, work-life-balance, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== An Empirical Study of Speed and Communication in Globally Distributed Software Development (2001) ===&lt;br /&gt;
development, Index Terms - Global; collaboration; delay; speed; awareness; communication., informal&lt;br /&gt;
&lt;br /&gt;
Previous qualitative research suggests that distributed development may increase development cycle time for individual work items (modification requests). [draft]&lt;br /&gt;
&lt;br /&gt;
Population: software developers.&lt;br /&gt;
&lt;br /&gt;
Keywords: isolation, open-source, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Endocrine-Disrupting Chemicals: An Endocrine Society Scientific Statement (2009) ===&lt;br /&gt;
Diamanti-Kandarakis, Evanthia; Bourguignon, Jean-Pierre; Giudice, Linda C.; Hauser, Russ; Prins, Gail S.; Soto, Ana M.; Zoeller, R. Thomas; Gore, Andrea C.. DOI [https://doi.org/10.1289/ehp.11751 10.1289/ehp.11751]&lt;br /&gt;
&lt;br /&gt;
Results from animal models, human clinical observations, and epidemiological studies converge to implicate EDCs as a significant concern to public health. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: mental-health study participants or policy target population.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Jill Cook, M.Ed., CAE (1952) ===&lt;br /&gt;
Director, Assistant; ASCA. &#039;&#039;Contributing Individuals&#039;&#039;. DOI [https://doi.org/10.1016/j.pcl.2016.07.005 10.1016/j.pcl.2016.07.005]&lt;br /&gt;
&lt;br /&gt;
Contributing Individuals Authors of the Second Edition Christine Moutier, M.D. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: mental-health, suicide-prevention, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Portholes: Supporting Awareness in a Distributed Work Group (1992) ===&lt;br /&gt;
Dourish, Paul&lt;br /&gt;
&lt;br /&gt;
Initial experiences of the system in use at EuroPARC and PARC suggest that Portholes both supports shared awareness and helps to build a &amp;quot;sense of community&amp;quot;. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: remote workers or employees.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source, community-health, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Knowing in Practice: Enacting a Collective Capability in Distributed Organizing (2002) ===&lt;br /&gt;
Drive, Memorial; Cambridge. &#039;&#039;Organization Science&#039;&#039;, 13(3), 249-273. DOI [https://doi.org/10.1287/orsc.13.3.249.2776 10.1287/orsc.13.3.249.2776]&lt;br /&gt;
&lt;br /&gt;
The perspective suggests that knowing is not a static embedded capability or stable disposition of actors, but rather an ongoing social accomplishment, constituted and reconstituted as actors engage the world in practice. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: speculative, theory. Risk of bias: unclear. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Methods for Testing Theory and Evaluating Impact in Randomized Field Trials - Intent-to-Treat Analyses (2008) ===&lt;br /&gt;
Drug. &#039;&#039;The Prevention Science and Methodology Group&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Randomized field trials provide unique opportunities to examine the effectiveness of an intervention in real world settings and to test and extend both theory of etiology and theory of intervention. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: strong, empirical, rct. Risk of bias: low. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== MECHANISMS LINKING WORK AND FAMILY: CLARIFYING THE RELATIONSHIP BETWEEN WORK AND FAMILY CONSTRUCTS (2000) ===&lt;br /&gt;
Dutton, We thank Jane E.; Edwards, Kamela R.&lt;br /&gt;
&lt;br /&gt;
We show how these respecified linking mechanisms constitute the oretical building blocks for developing comprehensive models of the work-family interface. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: wellbeing, work-life-balance, productivity, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: weak, empirical, cross-sectional. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Work and family research in IO/OB: Content analysis and review of the literature (1980-2002) (2005) ===&lt;br /&gt;
Eby, Lillian T.; Casper, Wendy J.; Lockwood, Angie; Bordeaux, Chris; Brinley, Andi. &#039;&#039;Monograph&#039;&#039;, 66(2005), 124–197. DOI [https://doi.org/10.1016/j.jvb.2003.11.003 10.1016/j.jvb.2003.11.003]&lt;br /&gt;
&lt;br /&gt;
The results of a content analysis are presented which catalog these articles with respect to the study focus, nature and direction of the proposed effects, and predictor, criterion, and mediator variables examined. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: employees/workers.&lt;br /&gt;
&lt;br /&gt;
Keywords: work-life-balance, open-source.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, review, review-scoping. Risk of bias: medium. Flags: needs review: authors and venue not yet verified.&lt;br /&gt;
&lt;br /&gt;
=== Social capital, self-esteem, and use of online social network sites: A longitudinal analysis (2008) ===&lt;br /&gt;
Ellison, Nicole B.; Lampe, Cliff. &#039;&#039;Journal of Applied Developmental Psychology&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
We suggest that Facebook affordances help reduce barriers that lower self-esteem students might experience in forming the kinds of large, heterogeneous networks that are sources of bridging social capital. © 2008 Elsevier Inc. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: students/adolescents.&lt;br /&gt;
&lt;br /&gt;
Keywords: wellbeing, open-source, social-support, collaboration.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal. Risk of bias: medium. Flags: needs review: authors and venue not yet verified; no DOI recorded.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_U-Z&amp;diff=829</id>
		<title>Research Library U-Z</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_U-Z&amp;diff=829"/>
		<updated>2026-07-23T03:58:53Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: Created page with &amp;quot; == Research Library: U-Z == Papers by first-author surname, U to Z. Return to the Research Library index.  === Social Networks, the &amp;#039;Work&amp;#039; and Work Force of Chronic Illness Self-Management: A Survey Analysis of Personal Communities (2013) === Vassilev, Ivaylo; Rogers, Anne; Blickem, Christian; Brooks, Helen; Kapadia, Dharmi; Kennedy, Anne; Sanders, Caroline; Kirk, Sue; Reeves, David. &amp;#039;&amp;#039;PLOS ONE&amp;#039;&amp;#039;, 8(4), e59723. DOI [https://doi.org/10.1371/journal.pone.0059723 10.13...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: U-Z ==&lt;br /&gt;
Papers by first-author surname, U to Z. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Social Networks, the &#039;Work&#039; and Work Force of Chronic Illness Self-Management: A Survey Analysis of Personal Communities (2013) ===&lt;br /&gt;
Vassilev, Ivaylo; Rogers, Anne; Blickem, Christian; Brooks, Helen; Kapadia, Dharmi; Kennedy, Anne; Sanders, Caroline; Kirk, Sue; Reeves, David. &#039;&#039;PLOS ONE&#039;&#039;, 8(4), e59723. DOI [https://doi.org/10.1371/journal.pone.0059723 10.1371/journal.pone.0059723]&lt;br /&gt;
&lt;br /&gt;
Using concentric-circle network mapping with 300 adults living with chronic heart disease or diabetes in deprived areas of Greater Manchester, this study quantifies how illness-relevant work is distributed across personal network members. It demonstrates that the division of labour is shaped far more by member characteristics such as gender, proximity, and frequency of contact than by the health or socioeconomic status of the person with the condition. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=300; Adults with chronic heart disease, diabetes, or both, recruited from GP disease registers in deprived areas of Greater Manchester, North ....&lt;br /&gt;
&lt;br /&gt;
Keywords: chronic-illness, self-management, social-networks, egocentric-networks, informal-care.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium.&lt;br /&gt;
&lt;br /&gt;
=== The Community Question: The Intimate Networks of East Yorkers (1979) ===&lt;br /&gt;
Wellman, Barry. &#039;&#039;American Journal of Sociology&#039;&#039;, 84(5), 1201-1231&lt;br /&gt;
&lt;br /&gt;
Wellman&#039;s 1979 East York study is the foundational empirical test of whether urban primary ties persist and in what structural form. Using egocentric network data from 845 adults, it demonstrates that intimate networks are prevalent but sparsely knit, spatially dispersed, and asymmetrically reciprocated. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=845; 845 adults aged 18 and over residing in East York, a predominantly British-Canadian upper-working-class and lower-middle-class inner subu....&lt;br /&gt;
&lt;br /&gt;
Keywords: personal-community, intimate-networks, community-question, social-support, tie-strength.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium. Flags: no DOI recorded.&lt;br /&gt;
&lt;br /&gt;
=== Physical Place and Cyberplace: The Rise of Personalized Networking (2001) ===&lt;br /&gt;
Wellman, Barry. &#039;&#039;International Journal of Urban and Regional Research&#039;&#039;, 25(2), 227-252. DOI [https://doi.org/10.1111/1468-2427.00236 10.1111/1468-2427.00236]&lt;br /&gt;
&lt;br /&gt;
Wellman argues that community has shifted through three successive forms: door-to-door (place-bound neighbourhood groups), place-to-place (interhousehold networks spanning distance), and now person-to-person (individualised, portable, networked connectivity). This trajectory gives a precise historical and structural vocabulary for understanding how physical space and cyberspace interpenetrate rather than compete. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: No primary sample; the paper is a theoretical essay drawing on secondary studies, field observations and personal communications..&lt;br /&gt;
&lt;br /&gt;
Keywords: social-networks, community, networked-individualism, cyberplace, mobile-communication.&lt;br /&gt;
&lt;br /&gt;
Evidence: low, theoretical, conceptual-essay. Risk of bias: high. Flags: high risk of bias.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_P-T&amp;diff=828</id>
		<title>Research Library P-T</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_P-T&amp;diff=828"/>
		<updated>2026-07-23T03:57:54Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: Created page with &amp;quot; == Research Library: P-T == Papers by first-author surname, P to T. Return to the Research Library index.  === Egocentric Network Analysis: Foundations, Methods, and Models (2018) === Perry, Brea L.; Pescosolido, Bernice A.; Borgatti, Stephen P.. &amp;#039;&amp;#039;Cambridge University Press&amp;#039;&amp;#039;. DOI [https://doi.org/10.1017/9781316443255 10.1017/9781316443255]  The definitive comprehensive guide to ego network study design, data collection, and analysis. It covers everything from con...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: P-T ==&lt;br /&gt;
Papers by first-author surname, P to T. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Egocentric Network Analysis: Foundations, Methods, and Models (2018) ===&lt;br /&gt;
Perry, Brea L.; Pescosolido, Bernice A.; Borgatti, Stephen P.. &#039;&#039;Cambridge University Press&#039;&#039;. DOI [https://doi.org/10.1017/9781316443255 10.1017/9781316443255]&lt;br /&gt;
&lt;br /&gt;
The definitive comprehensive guide to ego network study design, data collection, and analysis. It covers everything from conceptualising research questions and sampling strategies to name generators, alter elicitation, visualisation, multilevel regression, and longitudinal modelling. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: Not applicable. This is a methods textbook, not an empirical study with a research sample..&lt;br /&gt;
&lt;br /&gt;
Keywords: egocentric-networks, personal-networks, social-network-analysis, tie-strength, network-structure.&lt;br /&gt;
&lt;br /&gt;
Evidence: reference, methods, textbook. Risk of bias: not-applicable.&lt;br /&gt;
&lt;br /&gt;
=== Ambivalent versus Problematic Social Ties: Implications for Psychological Health, Functional Health, and Interpersonal Coping (2012) ===&lt;br /&gt;
Rook, Karen S.; Luong, Gloria; Sorkin, Dara H.; Newsom, Jason T.; Krause, Neal. &#039;&#039;Psychology and Aging&#039;&#039;, 27(4). DOI [https://doi.org/10.1037/a0029246 10.1037/a0029246]&lt;br /&gt;
&lt;br /&gt;
This study gives the project a precise mechanism-level distinction between two categories of harmful network tie: ambivalent ties (mixed positive and negative) and exclusively problematic ties (negative only). Using a large, nationally representative sample of older adults, it shows that these two tie types have divergent health footprints and elicit qualitatively different coping responses. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=916; Non-institutionalised, English-speaking, cognitively functional adults aged 65 to 90 drawn from the Later Life Study of Social Exchanges.&lt;br /&gt;
&lt;br /&gt;
Keywords: social-networks, tie-quality, ambivalent-ties, problematic-ties, coping.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, cross-sectional. Risk of bias: medium.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_K-O&amp;diff=827</id>
		<title>Research Library K-O</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_K-O&amp;diff=827"/>
		<updated>2026-07-23T03:57:02Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: Created page with &amp;quot; == Research Library: K-O == Papers by first-author surname, K to O. Return to the Research Library index.  === Egocentric Social Network Structure, Health, and Pro-Social Behaviors in a National Panel Study of Americans (2012) === O&amp;#039;Malley, A. James; Arbesman, Samuel; Steiger, Darby Miller; Fowler, James H.; Christakis, Nicholas A.. &amp;#039;&amp;#039;PLoS ONE&amp;#039;&amp;#039;, 7(5), e36250. DOI [https://doi.org/10.1371/journal.pone.0036250 10.1371/journal.pone.0036250]  This paper provides popula...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: K-O ==&lt;br /&gt;
Papers by first-author surname, K to O. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Egocentric Social Network Structure, Health, and Pro-Social Behaviors in a National Panel Study of Americans (2012) ===&lt;br /&gt;
O&#039;Malley, A. James; Arbesman, Samuel; Steiger, Darby Miller; Fowler, James H.; Christakis, Nicholas A.. &#039;&#039;PLoS ONE&#039;&#039;, 7(5), e36250. DOI [https://doi.org/10.1371/journal.pone.0036250 10.1371/journal.pone.0036250]&lt;br /&gt;
&lt;br /&gt;
This paper provides population-representative longitudinal data on how egocentric network structure relates to health and prosocial behaviour in American adults over three waves. It documents the degree-closeness tradeoff and identifies bidirectional links between network size and prosocial behaviour. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=3232; Adults recruited from the web-based portion of the Gallup national probability panel.&lt;br /&gt;
&lt;br /&gt;
Keywords: egocentric-networks, social-network-structure, prosocial-behaviour, health-outcomes, tie-strength.&lt;br /&gt;
&lt;br /&gt;
Evidence: moderate, empirical, longitudinal-panel. Risk of bias: medium.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_F-J&amp;diff=826</id>
		<title>Research Library F-J</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_F-J&amp;diff=826"/>
		<updated>2026-07-23T03:56:01Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: Created page with &amp;quot; == Research Library: F-J == Papers by first-author surname, F to J. Return to the Research Library index.  === Social connection as a critical factor for mental and physical health: evidence, trends, challenges, and future implications (2024) === Holt-Lunstad, Julianne. &amp;#039;&amp;#039;World Psychiatry&amp;#039;&amp;#039;, 23(3), 312-332. DOI [https://doi.org/10.1002/wps.21224 10.1002/wps.21224]  This authoritative review synthesises the cumulative evidence base linking social connection to mental...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: F-J ==&lt;br /&gt;
Papers by first-author surname, F to J. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Social connection as a critical factor for mental and physical health: evidence, trends, challenges, and future implications (2024) ===&lt;br /&gt;
Holt-Lunstad, Julianne. &#039;&#039;World Psychiatry&#039;&#039;, 23(3), 312-332. DOI [https://doi.org/10.1002/wps.21224 10.1002/wps.21224]&lt;br /&gt;
&lt;br /&gt;
This authoritative review synthesises the cumulative evidence base linking social connection to mental health, physical morbidity and mortality, and documents societal trends toward greater disconnection. It provides a conceptual three-component framework (structure, function, quality), a worked taxonomy of relevant terms, risk-profile matrices, and a set of national-strategy recommendations. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: General population across all ages and health statuses, synthesised from hundreds of studies and millions of participants worldwide.&lt;br /&gt;
&lt;br /&gt;
Keywords: social-connection, social-isolation, loneliness, mortality, public-health.&lt;br /&gt;
&lt;br /&gt;
Evidence: high, review, narrative-review. Risk of bias: low.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_A-E&amp;diff=825</id>
		<title>Research Library A-E</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Research_Library_A-E&amp;diff=825"/>
		<updated>2026-07-23T03:54:32Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: Created page with &amp;quot; == Research Library: A-E == Papers by first-author surname, A to E. Return to the Research Library index.  === Network Canvas: Key decisions in the design of an interviewer assisted network data collection software suite (2021) === Birkett, M; Melville, J; Janulis, P; Phillips II, G; Contractor, N; Hogan, B. &amp;#039;&amp;#039;Social Networks&amp;#039;&amp;#039;, 66, 114-124. DOI [https://doi.org/10.1016/j.socnet.2021.02.003 10.1016/j.socnet.2021.02.003]  This paper documents the design rationale beh...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Research Library: A-E ==&lt;br /&gt;
Papers by first-author surname, A to E. Return to the [[Research Library]] index.&lt;br /&gt;
&lt;br /&gt;
=== Network Canvas: Key decisions in the design of an interviewer assisted network data collection software suite (2021) ===&lt;br /&gt;
Birkett, M; Melville, J; Janulis, P; Phillips II, G; Contractor, N; Hogan, B. &#039;&#039;Social Networks&#039;&#039;, 66, 114-124. DOI [https://doi.org/10.1016/j.socnet.2021.02.003 10.1016/j.socnet.2021.02.003]&lt;br /&gt;
&lt;br /&gt;
This paper documents the design rationale behind the Network Canvas software suite, a free, open-source, three-application toolkit for collecting complex egocentric and personal network data. It offers a detailed account of why visual, touch-based, interviewer-assisted sociogram interfaces reduce participant burden and improve data quality. [draft]&lt;br /&gt;
&lt;br /&gt;
Population: n=181; Social network and public health researchers plus research participants in validation studies.&lt;br /&gt;
&lt;br /&gt;
Keywords: social-networks, ego-networks, network-data-collection, software-design, participant-aided-sociogram.&lt;br /&gt;
&lt;br /&gt;
Evidence: low, methods, design-report. Risk of bias: high. Flags: high risk of bias.&lt;br /&gt;
&lt;br /&gt;
=== Network of Categories: A Method to Aggregate Egocentric Network Survey Data into a Whole Network Structure (2025) ===&lt;br /&gt;
Bolíbar, Mireia; Martínez-Ariño, Julia; Schiller, Maria. &#039;&#039;Field Methods&#039;&#039;, 37(2), 110-127. DOI [https://doi.org/10.1177/1525822X241262678 10.1177/1525822X241262678]&lt;br /&gt;
&lt;br /&gt;
This paper introduces the network of categories, a method for converting collections of egocentric network survey data into a whole-network structure by aggregating ego and alter actors into attribute-based categories. It bridges the gap between egocentric and sociocentric network analysis without requiring costly link-tracing. [draft]&lt;br /&gt;
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Population: n=476; Local urban organisations in France and Germany, including political parties, trade unions, welfare organisations, business associations,....&lt;br /&gt;
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Keywords: egocentric-networks, whole-network-analysis, inter-organisational-networks, governance-networks, network-methodology.&lt;br /&gt;
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Evidence: moderate, methodological, comparative-cross-sectional. Risk of bias: medium.&lt;br /&gt;
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=== Inferring global network properties from egocentric data with applications to epidemics (2021) ===&lt;br /&gt;
Britton, Tom; Trapman, Pieter&lt;br /&gt;
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This paper formalises the limits of what egocentric data can tell us about a social network as a whole, showing that knowing only local neighbourhood structure leaves the size of the giant component and epidemic outbreak almost unconstrained, but that richer egocentric data progressively tightens the upper bound on outbreak size. [draft]&lt;br /&gt;
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Population: Theoretical population of large abstract social networks; no empirical human sample..&lt;br /&gt;
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Keywords: network-structure, egocentric-data, giant-component, epidemic-spreading, degree-distribution.&lt;br /&gt;
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Evidence: theoretical, mathematical-modelling. Risk of bias: low. Flags: no DOI recorded; venue unverified.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Help-Seeking_Behaviors&amp;diff=824</id>
		<title>Help-Seeking Behaviors</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Help-Seeking_Behaviors&amp;diff=824"/>
		<updated>2026-07-22T02:06:45Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
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Help seeking functions as a network norm that spreads, not merely an individual trait some people have and others lack. Wyman et al. (2010) demonstrated this by training only a small fraction of a school&#039;s students as peer leaders, then measuring change across the entire student population. Among the trained peer leaders themselves, &amp;quot;training also substantially increased norms for help-seeking from adults at school (ES=0.62; P&amp;lt;.001).&amp;quot; But the effect did not stop there: at the population level, the intervention produced &amp;quot;positive and significant... effects on perceptions of adult help for suicidal peers (ES=0.63; 95% CI=0.29, 0.97) and on norms for help-seeking from adults (ES=0.58; 95% CI=0.24, 0.91)&amp;quot; among students who were never trained at all. A norm shifted in a small group travelled through the school&#039;s existing social structure to reach students the programme never directly touched.&lt;br /&gt;
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This shift was not distributed evenly, and that unevenness is itself informative. Wyman et al. (2010) report that &amp;quot;the norms most strongly enhanced through the intervention were students&#039; perceptions that adults in their school can provide help to suicidal students and the acceptability of seeking help from adults,&amp;quot; and specifically that &amp;quot;the intervention significantly increased perceptions of adult help for students with suicidal ideations,&amp;quot; while the same effect was &amp;quot;positive but nonsignificant for students without suicidal ideations.&amp;quot; The largest gains in help-seeking acceptability landed precisely on the students who needed them most, not spread thinly across everyone regardless of need.&lt;br /&gt;
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The mechanism behind this diffusion is structural, not just attitudinal. Wyman et al. (2019) found that &amp;quot;cohesive youth–adult networks may promote more help-seeking for students and for their friends with whom they share a common bond to a supportive adult,&amp;quot; and that &amp;quot;students with trusted adults at school are more likely to seek help.&amp;quot; Help-seeking acceptability, in other words, is not a belief people arrive at independently; it depends on whether a trusted adult is actually reachable within a person&#039;s own network.&lt;br /&gt;
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Two honest limits belong here. First, this evidence again concentrates in one research programme working with adolescent school populations. Second, and more fundamentally, what has been measured is shifted acceptability and expressed norms about seeking help, not directly observed instances of someone in distress actually reaching out. The toolkit&#039;s own framing treats help-seeking as a behaviour; the strongest evidence available documents the attitude that precedes it.&lt;br /&gt;
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=== &#039;&#039;&#039;Context: Help Seeking in Schools&#039;&#039;&#039; ===&lt;br /&gt;
The Wyman et al. (2010) implementation ratio is worth naming explicitly for schools: population-wide gains in help-seeking norms came from training peer leaders who made up only &amp;quot;approximately 2%&amp;quot; of students in larger schools and &amp;quot;approximately 10%&amp;quot; in smaller ones. A school does not need to reach every student directly to shift schoolwide norms; it needs a carefully selected, diverse group of peer leaders whose influence travels through existing friendships. The same study&#039;s finding that gains concentrated among students with a history of suicidal ideation suggests schools should expect, and look for, the largest benefit precisely among students already showing signs of distress, rather than assuming a flat, even effect across the whole population. Fidelity checks matter too: staff interviews confirmed that trained peer leaders had actually contacted the trusted adults they identified, not merely completed the training.&lt;br /&gt;
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=== &#039;&#039;&#039;Context: Help Seeking among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
For remote IT and technology workers, help-seeking depends on whether asking a quick question still feels normal once physical proximity is gone. Cooper and Kurland (2002) found that telecommuters at technology firms specifically lost this: they &amp;quot;did not have ready access to people (to ask questions of), and to information, that they would otherwise have gained through casual conversations.&amp;quot; The barrier was not unwillingness to seek help but the disappearance of the low-stakes, informal moments where a question gets asked before it becomes a bigger problem. Miller et al. (2019) found a related pattern among open-source contributors, where &amp;quot;lack of peer support&amp;quot; was among the reasons established contributors cited for disengaging entirely. Together, these findings suggest help-seeking in distributed teams needs a deliberate substitute for hallway questions, not an assumption that people will ask when they need to.&lt;br /&gt;
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=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Cooper, C. D., &amp;amp; Kurland, N. B. (2002). Telecommuting, professional isolation, and employee development in public and private organizations. &#039;&#039;Journal of Organizational Behavior, 23&#039;&#039;(4), 511–532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1002/job.145&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Miller, C., Widder, D. G., Kästner, C., &amp;amp; Vasilescu, B. (2019). Why do people give up FLOSSing? A study of contributor disengagement in open source. In F. Bordeleau et al. (Eds.), &#039;&#039;Open Source Systems&#039;&#039; (IFIP AICT, Vol. 556, pp. 116–129). Springer. &amp;lt;nowiki&amp;gt;https://doi.org/10.1007/978-3-030-20883-7_11&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Wyman, P. A., Brown, C. H., LoMurray, M., Schmeelk-Cone, K., Petrova, M., Yu, Q., Walsh, E., Tu, X., &amp;amp; Wang, W. (2010). An outcome evaluation of the Sources of Strength suicide prevention program delivered by adolescent peer leaders in high schools. &#039;&#039;American Journal of Public Health, 100&#039;&#039;(9), 1653–1661. &amp;lt;nowiki&amp;gt;https://doi.org/10.2105/AJPH.2009.190025&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pickering, T. A., Pisani, A. R., Rulison, K., Schmeelk-Cone, K., Hartley, C., Gould, M., LoMurray, M., Brown, C. H., &amp;amp; Valente, T. W. (2019). Peer‐adult network structure and suicide attempts in 38 high schools: Implications for network-informed suicide prevention. &#039;&#039;Journal of Child Psychology and Psychiatry, 60&#039;&#039;(10), 1065–1075. &amp;lt;nowiki&amp;gt;https://doi.org/10.1111/jcpp.13102&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Belonging&amp;diff=823</id>
		<title>Belonging</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Belonging&amp;diff=823"/>
		<updated>2026-07-22T02:05:44Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
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Belonging is not simply proximity to other people; it has specific, testable criteria. Baumeister and Leary (1995) define it precisely: &amp;quot;human beings have a pervasive drive to form and maintain at least a minimum quantity of lasting, positive, and significant interpersonal relationships. Satisfying this drive involves two criteria: First, there is a need for frequent, affectively pleasant interactions with a few other people, and, second, these interactions must take place in the context of a temporally stable and enduring framework of affective concern for each other&#039;s welfare.&amp;quot; Belonging, on this account, requires both frequency and stability together; neither alone is sufficient. &lt;br /&gt;
[[File:Strong Bonds.mp4|thumb|Dr Peter Wyman explains that having connections within ones community give us a sense of Belonging, meet core relational needs, and reduce risk of suicide.]]&lt;br /&gt;
When this need goes unmet, the consequences are not mild discomfort but measurable harm, which is what separates a need from a preference. Baumeister and Leary conclude that &amp;quot;deprivation of stable, good relationships has been linked to a large array of aversive and pathological consequences. People who lack belongingness suffer higher levels of mental and physical illness and are relatively highly prone to a broad range of behavioral problems, ranging from traffic accidents to criminality to suicide.&amp;quot; A lack of belonging, in other words, functions as a genuine risk factor, not an unpleasant feeling to be managed.&lt;br /&gt;
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Critically, belonging is not satisfied by relationship quantity alone; quality determines whether contact actually protects someone. Baumeister and Leary are explicit that &amp;quot;it is not the mere fact of having an interpersonal attachment, but rather having an attachment that brings positive interactions, that is decisive,&amp;quot; citing research finding that &amp;quot;the quality rather than the quantity of social interactions predicted health.&amp;quot; This same distinction, arrived at independently, is embedded in how Wyman et al. (2020) interpret their own trial: &amp;quot;Wingman-Connect classes became increasingly unified around healthy norms and encouraged classmates who were vulnerable to mental health or occupational problems at a key juncture of military training, in addition to meeting their needs for belonging&amp;quot; (Discussion). The mechanism credited with the trial&#039;s effect, cohesion, is framed by the authors themselves as belonging by another name. &lt;br /&gt;
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The population-level stakes of this are substantial. Holt-Lunstad (2024), synthesising the wider evidence base, reports that &amp;quot;a meta-analysis of 148 studies found that adequate social relationships were associated with a 50% increased likelihood of survival.&amp;quot; Belonging&#039;s absence is not a niche concern; it scales to mortality risk across entire populations.&lt;br /&gt;
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Two honest limits apply. Baumeister and Leary&#039;s own synthesis draws substantially on correlational studies, which they acknowledge directly. And Wingman-Connect did not measure &amp;quot;belonging&amp;quot; as its own construct; the trial measured cohesion and bonds, then interpreted the results through a belonging lens after the fact, so this link should be read as a compatible interpretation rather than a direct test.&lt;br /&gt;
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=== &#039;&#039;&#039;Context: Belonging in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Baumeister and Leary&#039;s (1995) two criteria translate into a concrete school design principle: a single assembly or one-off workshop cannot build belonging, because it satisfies neither frequency nor stability, &amp;quot;these interactions must take place in the context of a temporally stable and enduring framework.&amp;quot; But frequency without positive quality is equally insufficient; the same authors stress that &amp;quot;it is not the mere fact of having an interpersonal attachment, but rather having an attachment that brings positive interactions, that is decisive.&amp;quot; For schools, this means a repeated activity that participants experience as awkward, coerced, or poorly facilitated will not produce belonging merely because it happens often. Wyman et al. (2019) supply the school-specific evidence that this matters at scale: friendship integration and cohesion, not isolated one-off events, predicted lower rates of suicidal ideation and attempts across the 38 schools studied.&lt;br /&gt;
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=== &#039;&#039;&#039;Context: Belonging among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
Distributed IT teams often satisfy one of Baumeister and Leary&#039;s (1995) two belonging criteria without the other: contact can be frequent through constant messaging, yet lack the &amp;quot;temporally stable and enduring framework of affective concern for each other&#039;s welfare&amp;quot; that in-person teams build incidentally. Herbsleb and Mockus (2003) documented this gap directly in software teams: distant colleagues reported markedly less &amp;quot;teamness&amp;quot; than colocated ones, which the authors trace to how &amp;quot;distance interfered with the usual stages by which individuals become coherent groups or teams.&amp;quot; Yang et al. (2022) add that remote work also reduces new-tie formation itself, finding that firm-wide remote work caused workers&#039; networks to become &amp;quot;more static,&amp;quot; with fewer ties added or dropped month to month. For distributed developers, frequent contact through tools may not be building the stable, affectively invested relationships that actually requires.&lt;br /&gt;
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=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Baumeister, R. F., &amp;amp; Leary, M. R. (1995). The need to belong: Desire for interpersonal attachments as a fundamental human motivation. &#039;&#039;Psychological Bulletin, 117&#039;&#039;(3), 497–529. &amp;lt;nowiki&amp;gt;https://doi.org/10.1037/0033-2909.117.3.497&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Holt-Lunstad, J. (2024). Social connection as a critical factor for mental and physical health: Evidence, trends, challenges, and future implications. &#039;&#039;World Psychiatry, 23&#039;&#039;(3), 312–332. &amp;lt;nowiki&amp;gt;https://doi.org/10.1002/wps.21224&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Wyman, P. A., Pickering, T. A., Pisani, A. R., Rulison, K., Schmeelk-Cone, K., Hartley, C., Gould, M., LoMurray, M., Brown, C. H., &amp;amp; Valente, T. W. (2019). Peer‐adult network structure and suicide attempts in 38 high schools: Implications for network-informed suicide prevention. &#039;&#039;Journal of Child Psychology and Psychiatry, 60&#039;&#039;(10), 1065–1075. &amp;lt;nowiki&amp;gt;https://doi.org/10.1111/jcpp.13102&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Connection_to_Guidance&amp;diff=822</id>
		<title>Connection to Guidance</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Connection_to_Guidance&amp;diff=822"/>
		<updated>2026-07-22T02:03:11Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
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[[File:Protective Relationships.mp4|thumb|Dr Peter Wyman describes that youth who are connected to reliable adults gain protection, and that being connected to peers who are connected to reliable adults provides additional protection.]]&lt;br /&gt;
Connection to guidance means having access to a trusted adult, and the evidence treats its absence as an active risk factor, not a neutral gap. Wyman et al. (2019) found that &amp;quot;student isolation from adults specifically increased vulnerability to&amp;quot; suicide attempts: &amp;quot;a difference of 10% fewer students isolated from adults (1 SD) was associated with 1.41 fewer attempts per 100 students, a 20.1% reduction in the average rate of attempts.&amp;quot; Students who had made attempts were markedly more likely to be cut off from adult connection than students with no such history (42.7% isolated from adults, versus 31.5% among students with neither ideation nor attempts).&lt;br /&gt;
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The protective mechanism is not simply an individual having one trusted adult; it is the connection being shared and woven into the peer network. Wyman et al. (2019) describe this as &amp;quot;the first empirical evidence linking more integrated youth–adult networks (i.e., students sharing trusted adults with friends) to lower&amp;quot; suicide attempts, concluding that &amp;quot;cohesive youth–adult networks may promote more help-seeking for students and for their friends with whom they share a common bond to a supportive adult.&amp;quot; The same study found a specific structural pattern behind this: attempt rates were lower in schools where &amp;quot;a smaller proportion of staff received disproportionately more nominations&amp;quot; as trusted adults, rather than nominations spread thinly across many adults. A small number of clearly identified, heavily relied-upon adults appears more protective than a diffuse, weakly connected pool.&lt;br /&gt;
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This connection is trainable rather than fixed. Wyman et al. (2010) found that peer-led training &amp;quot;increased... the number of identified trusted adults&amp;quot; among peer leaders (ES=0.49; P&amp;lt;.001), and at the population level produced &amp;quot;positive and significant... effects on perceptions of adult help for suicidal peers (ES=0.63...) and on norms for help-seeking from adults (ES=0.58...).&amp;quot; Guidance, in other words, moved in response to a deliberate intervention, not only in response to which students happened to already have supportive adults in their lives.&lt;br /&gt;
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Two honest limits belong here. First, this evidence again concentrates in one research programme, working with adolescent school populations specifically. Second, in Wingman-Connect, guidance is trained as one of four bundled protective cores, &amp;quot;kinship... purpose... guidance (mentors and institutional resources)... and balance&amp;quot; (Wyman et al., 2020, Interventions), so its contribution to outcomes has not been isolated from the other three cores trained alongside it in that trial.&lt;br /&gt;
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=== &#039;&#039;&#039;Context: Connection to Guidance in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Schools can measure connection to guidance directly using the same method the underlying research used: asking students to name the adults they trust. Wyman et al. (2019) operationalised this as a concrete school-level statistic, &amp;quot;percent adult isolates (i.e., 8.2%–53.4% of students did not name any trusted adults across schools),&amp;quot; a figure that varied widely even among schools with no formal programme. This gives schools a measurable baseline rather than an assumption that caring staff are automatically reaching students. The centralization finding carries a specific implementation lesson: rather than encouraging every staff member to be a generic resource, schools may do better identifying and supporting a smaller number of adults who become well-known, heavily-relied-upon points of contact, consistent with the finding that concentrated, well-identified trusted adults tracked with lower attempt rates than diffusely distributed ones.&lt;br /&gt;
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=== &#039;&#039;&#039;Context: Connection to Guidance among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
For remote IT and technology workers, the closest analogue to a trusted adult is a supervisor who is genuinely accessible for guidance rather than nominally responsible. Cooper and Kurland (2002) found that telecommuting specifically disrupted this access at technology firms: one supervisor explained that remote work made it &amp;quot;really hard to get a sense&amp;quot; of an employee&#039;s needs, since &amp;quot;if you do everything remotely... how do you do somebody&#039;s review?&amp;quot; But accessibility did not have to collapse; some supervisors preserved it through deliberate structure rather than incidental contact, holding &amp;quot;weekly meetings&amp;quot; and scheduled one-on-ones specifically so employees &amp;quot;did not miss pertinent information.&amp;quot; This suggests that connection to guidance in distributed teams depends on whether access to a supervisor is scheduled and protected, not on proximity, which remote work removes by default.&lt;br /&gt;
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=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Cooper, C. D., &amp;amp; Kurland, N. B. (2002). Telecommuting, professional isolation, and employee development in public and private organizations. &#039;&#039;Journal of Organizational Behavior, 23&#039;&#039;(4), 511–532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1002/job.145&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Brown, C. H., LoMurray, M., Schmeelk-Cone, K., Petrova, M., Yu, Q., Walsh, E., Tu, X., &amp;amp; Wang, W. (2010). An outcome evaluation of the Sources of Strength suicide prevention program delivered by adolescent peer leaders in high schools. &#039;&#039;American Journal of Public Health, 100&#039;&#039;(9), 1653–1661. &amp;lt;nowiki&amp;gt;https://doi.org/10.2105/AJPH.2009.190025&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pickering, T. A., Pisani, A. R., Rulison, K., Schmeelk-Cone, K., Hartley, C., Gould, M., LoMurray, M., Brown, C. H., &amp;amp; Valente, T. W. (2019). Peer‐adult network structure and suicide attempts in 38 high schools: Implications for network-informed suicide prevention. &#039;&#039;Journal of Child Psychology and Psychiatry, 60&#039;&#039;(10), 1065–1075. &amp;lt;nowiki&amp;gt;https://doi.org/10.1111/jcpp.13102&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Group_cohesion&amp;diff=821</id>
		<title>Group cohesion</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Group_cohesion&amp;diff=821"/>
		<updated>2026-07-22T02:02:10Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
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[[File:Collective Strengths.mp4|thumb|Dr Peter Wyman explains that being part of a group has benefits and those collective strengths are generally recognized, so the desire to engage is there.]]&lt;br /&gt;
Group cohesion in this literature is not treated as an incidental byproduct of a programme working; it is tested directly as the mechanism that does the work. Wyman et al. (2020) defined it precisely: &amp;quot;cohesion assessed perceptions that classmates cooperate, work well together, and support each other&amp;quot; (Methods), then measured whether training moved it. It did: &amp;quot;Wingman-Connect participants gained on all class protective factors: cohesion, morale, bonds to classmates, and perceptions that members support healthy behaviors (ES, 0.18 to 0.23)&amp;quot; (Results). Critically, the trial did not stop at showing cohesion increased alongside better outcomes; it tested whether cohesion caused them. The mediation analysis found that &amp;quot;participants&#039; perceptions of being embedded in a more cohesive, healthy class accounted for significant portions of Wingman-Connect&#039;s impact on reducing suicidal ideation and depression symptoms&amp;quot; (Results).&lt;br /&gt;
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This mechanism is not confined to a trained intervention. In untrained school networks, naturally occurring cohesion predicts risk on its own. Wyman et al. (2019) found that &amp;quot;schools with friendship networks reflecting greater integration and cohesion had lower rates of SI and SA,&amp;quot; and that &amp;quot;students with more friendship ties and who were part of larger, interconnected friendship groups were less likely to report&amp;quot; suicidal ideation or attempts. The same construct, measured in two different populations with two different study designs, points to the same protective pattern.&lt;br /&gt;
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The mechanism has a specific character worth naming plainly: cohesion protects through regulation, not merely through comfort. Wyman et al. (2020) locate this in a long theoretical lineage: &amp;quot;work beginning with Durkheim plus recent social network modeling show that cohesive groups serve a protective regulatory function through norms and pressures to conform&amp;quot; (Discussion). In plain terms, a cohesive group does not just make people feel good; it exerts a pull that keeps members oriented toward the group&#039;s healthy norms, including &amp;quot;classmates who were vulnerable to mental health or occupational problems at a key juncture of military training&amp;quot; (Discussion).&lt;br /&gt;
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Two things should be said plainly before this is used further. First, the strongest causal evidence, the mediation test, again comes from one research group, working with adolescent and military populations specifically. Second, cohesion in both studies was measured through self-report perception scales (how connected people felt) rather than independently observed behaviour, so the finding describes a robust perceived mechanism, not a directly witnessed one.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Group Cohesion in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Schools can measure cohesion directly rather than assume it. Wyman et al. (2019) operationalised it as two concrete, school-level network statistics: &amp;quot;(a) Density (the proportion of possible friendship ties that were present) and (b) Transitivity (tendency for students&#039; friends to also be friends).&amp;quot; These are measurable before any intervention is designed, giving schools a baseline rather than a guess. The same study found this baseline predicts risk directly: lower cohesion tracked with higher rates of suicidal ideation and attempts school-wide. For implementation, this means a school does not need to wait for a full programme to assess its own network health; friendship density and transitivity can be measured through the same nomination surveys used in the underlying research, giving staff a concrete, pre-intervention picture of which parts of the student population are least interconnected and therefore least protected.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Group Cohesion among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
For distributed teams, the closest available cohesion analogue is the clustering coefficient, the proportion of a person&#039;s connections that are also connected to each other, structurally similar to the transitivity measure used in school network studies. Yang et al. (2022) found that &amp;quot;firm-wide remote work caused... a 0.06 FV increase in the individual clustering coefficient,&amp;quot; where &amp;quot;the higher a person&#039;s individual clustering coefficient, the more dense their ego network&amp;quot; (Results). But this increase was not evidence of healthier cohesion: it occurred alongside workers losing cross-group ties, suggesting remote work caused people to substitute already-interconnected contacts for the more diverse, less-connected ties that a truly cohesive but outward-facing network requires. No study has tested whether a deliberate cohesion-building intervention, rather than remote work&#039;s incidental restructuring, would produce a version of clustering that functions protectively rather than as a symptom of narrowing.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Wyman, P. A., Pickering, T. A., Pisani, A. R., Rulison, K., Schmeelk-Cone, K., Hartley, C., Gould, M., LoMurray, M., Brown, C. H., &amp;amp; Valente, T. W. (2019). Peer‐adult network structure and suicide attempts in 38 high schools: Implications for network-informed suicide prevention. &#039;&#039;Journal of Child Psychology and Psychiatry, 60&#039;&#039;(10), 1065–1075. &amp;lt;nowiki&amp;gt;https://doi.org/10.1111/jcpp.13102&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Yang, L., Holtz, D., Jaffe, S., Suri, S., Sinha, S., Weston, J., Joyce, C., Shah, N., Sherman, K., Hecht, B., &amp;amp; Teevan, J. (2022). The effects of remote work on collaboration among information workers. &#039;&#039;Nature Human Behaviour, 6&#039;&#039;, 43–54. &amp;lt;nowiki&amp;gt;https://doi.org/10.1038/s41562-021-01196-4&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Deep_conversations&amp;diff=820</id>
		<title>Deep conversations</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Deep_conversations&amp;diff=820"/>
		<updated>2026-07-22T02:00:42Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
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[[File:One Hundred Seconds.mp4|thumb|Dr Peter Wyman describes a benefit of sharing and explains a result that participants who shared for more than 100 seconds were more likely to benefit from a training.  The metric is really a step toward getting a whole group to benefit from sharing.]]&lt;br /&gt;
Personally meaningful sharing, in a network health sense, is the act of voluntarily disclosing something personally relevant, a goal, a value, a real experience to another person or group, and having that disclosure met with attention rather than indifference. The mechanism is distinct from Discovery (which is about a group witnessing demonstrated competence) and from Peer Influence (which is about norms spreading through existing ties): it is about the accumulation of small, voluntary acts of self-revelation building closeness between people who may start as strangers.&lt;br /&gt;
&lt;br /&gt;
The clearest experimental demonstration of this mechanism comes from Aron, Melinat, Aron, Vallone, and Bator&#039;s (1997) closeness-generating procedure, often referred to as the &amp;quot;36 questions&amp;quot; study. Pairs of previously unacquainted participants took turns answering a structured set of increasingly personal questions over roughly 45 minutes, escalating from mild (&amp;quot;What would constitute a perfect day for you?&amp;quot;) to genuinely intimate territory. Compared with a control condition involving small talk of similar duration, participants in the escalating-disclosure condition reported significantly greater closeness to their partner afterward, and the effect held up as one of social psychology&#039;s most replicated findings about interpersonal connection. The design point that matters for this finding is structural, not just content-based: closeness followed a specific pattern of reciprocal, gradually escalating disclosure, not disclosure in general.&lt;br /&gt;
&lt;br /&gt;
Collins and Miller&#039;s (1994) meta-analysis adds a second layer to the mechanism, sometimes called the disclosure-liking effect. Across the studies they reviewed, three related patterns held: people who disclose more intimately tend to be liked more than people who disclose little; people tend to disclose more to those they already like; and, notably, people tend to come to like others as a result of having disclosed to them, not only the reverse. Sharing something personal is not just a signal of existing closeness; the act of sharing appears to help produce it.&lt;br /&gt;
&lt;br /&gt;
Reis and Shaver&#039;s (1988) intimacy process model supplies the missing ingredient: disclosure alone is not sufficient. Their model argues that intimacy develops through disclosure paired with the discloser&#039;s perception that their partner responded with understanding, validation, and care. A group exercise built around personal sharing without attentive, validating response from others is, by this model, unlikely to produce the closeness the format promises.&lt;br /&gt;
&lt;br /&gt;
None of this literature was tested within a network health or prevention-training context specifically, and none of it comes from the SNHDB corpus. Applying it to a group training setting, where several participants share in front of each other rather than one-to-one, is a reasonable extension, not a demonstrated finding, and should be treated accordingly.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Personally Meaningful Sharing in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Applied to a classroom or peer-training setting, the Aron et al. (1997) structure suggests sharing exercises work best when questions escalate gradually from low-stakes to more personal, rather than asking students to open up deeply on the first attempt. Reis and Shaver&#039;s (1988) model adds a practical constraint: the exercise depends on how peers respond, not only on what is shared, so facilitators would need to actively coach a validating, non-dismissive response style among peer leaders before asking students to disclose anything personally significant. This is an inference from general self-disclosure research, not a tested finding from a school-based trial, and the risk of poor peer responses undermining rather than building trust should be treated as a real design concern, not a minor one.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Personally Meaningful Sharing among Remote IT and Technology Workers&#039;&#039;&#039; ===&lt;br /&gt;
Distributed teams lose the informal settings, a shared lunch, a hallway aside, where personal sharing typically happens without being asked for. The escalating-question structure from Aron et al. (1997) suggests a possible substitute: brief, structured personal check-in questions at the start of a remote meeting, increasing gradually in personal depth over repeated sessions rather than attempted all at once. Whether this transfers to text-based or video-call formats, and whether it works for ongoing colleagues rather than strangers meeting once, has not been tested. This should be read as a plausible design idea borrowed from unrelated experimental literature, not as an evidence-based recommendation for developer or IT teams specifically.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Aron, A., Melinat, E., Aron, E. N., Vallone, R. D., &amp;amp; Bator, R. J. (1997). The experimental generation of interpersonal closeness: A procedure and some preliminary findings. &#039;&#039;Personality and Social Psychology Bulletin, 23&#039;&#039;(4), 363–377. &amp;lt;nowiki&amp;gt;https://doi.org/10.1177/0146167297234003&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Collins, N. L., &amp;amp; Miller, L. C. (1994). Self-disclosure and liking: A meta-analytic review. &#039;&#039;Psychological Bulletin, 116&#039;&#039;(3), 457–475. &amp;lt;nowiki&amp;gt;https://doi.org/10.1037/0033-2909.116.3.457&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Reis, H. T., &amp;amp; Shaver, P. (1988). Intimacy as an interpersonal process. In S. Duck (Ed.), &#039;&#039;Handbook of personal relationships: Theory, research and interventions&#039;&#039; (pp. 367–389). Wiley.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Active_Learning&amp;diff=819</id>
		<title>Active Learning</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Active_Learning&amp;diff=819"/>
		<updated>2026-07-22T01:59:31Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
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[[File:Co-Created-Training.mp4|thumb|Dr Peter Wyman explains that experiential trainings can effectively be a co-creation of the cultural change that strengthens a community.]]&lt;br /&gt;
[[File:Co-Creation.mp4|thumb|Dr Peter Wyman explains that an experiential training can provide shared experience, learning from one another, and a sense of ownership - an understanding that the positive outcomes of the training have come from the group, and not from outside the group.]]&lt;br /&gt;
Active learning means participants doing and practising rather than sitting and receiving, and the corpus documents this as a deliberate design choice inside its flagship trial, though not as a separately tested variable. Wyman et al. (2020) describe the method plainly: &amp;quot;Wingman-Connect classes participated in group skill building using active learning: high-energy activities and drawing out personal examples occurred in 3 90- to 120 minute blocks over 3 consecutive days&amp;quot; (Interventions). The format was not incidental to the results; the authors credit it directly: &amp;quot;an innovation of Wingman-Connect was training in natural organizational units... Half of the training was dedicated to class skill building. This peer-to-peer approach differs from most current suicide prevention trainings&amp;quot; (Discussion).&lt;br /&gt;
&lt;br /&gt;
This same logic, build skills through doing, not lecturing — appears independently in a different population and research group. McNeill et al. (2024), teaching evidence-based practice to graduate nursing students, &amp;quot;elected to use a multimodal pedagogical approach&amp;quot; built around a hands-on team project: students &amp;quot;went through all of the steps of evidence-based practice&amp;quot; by developing &amp;quot;a &#039;mock&#039; evidence-based implementation project&amp;quot; rather than being taught the steps as a lecture series. The measured result was &amp;quot;a significant difference pre vs post course in the areas of EBP use... EBP Skill... and EBP Communication.&amp;quot;&lt;br /&gt;
&lt;br /&gt;
Two studies, two populations, one shared design choice, and both show positive outcomes. That pattern is worth taking seriously, but it should not be overstated. Neither study isolates active learning as an independent variable. Wingman-Connect was compared against a stress-management control with different content delivered differently, not against a lecture-based version of Wingman-Connect itself; the trial cannot separate &amp;quot;active format&amp;quot; from &amp;quot;this specific content&amp;quot; as the source of benefit. McNeill et al. used a single-arm pre-post design with no comparison group at all, so their gains could reflect the project structure, the content, maturation over the course, or some combination the design cannot distinguish.&lt;br /&gt;
&lt;br /&gt;
What the corpus supports, honestly, is this: active, hands-on delivery is the format both research teams chose, and both reported good outcomes using it. What it does not support is a controlled demonstration that the active format, specifically, caused those outcomes rather than merely accompanying them. For a toolkit built on evidence discipline, that distinction matters: active learning here is a documented design pattern within successful programmes, not yet an independently tested mechanism in its own right.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Active Learning in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Implementing active learning in schools means training peer leaders through interactive, hands-on sessions rather than assigning them a curriculum to read. Wyman et al. (2010) describe &amp;quot;4 hours of interactive training for peer leaders and adult advisors... following 15 modules,&amp;quot; followed by a messaging phase where students designed and delivered their own campaigns;&amp;quot;presentations, public service announcements, and video or text messages&amp;quot;, rather than receiving a fixed script. This matters for the finding&#039;s implementation: peer leaders were not taught about protective norms in the abstract; they built and delivered the intervention themselves, matching the toolkit&#039;s own claim that active-learning outcomes should be &amp;quot;process focused, not outcome focused.&amp;quot; As with the main finding, no comparison arm tested this interactive format against a lecture-based alternative, so schools should treat it as the documented design choice behind these results, not as a separately proven ingredient.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Active Learning among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
No study in this corpus tests active learning as a network-health mechanism for distributed IT teams, and the closest available evidence points to why it would be harder to deliver remotely rather than how to deliver it. Herbsleb and Mockus (2003) found that colocated developers rely heavily on incidental, hands-on interaction, &amp;quot;the sheer amount of time each developer spent in informal communication&amp;quot;, the kind of learning-by-doing-alongside-someone that active learning formalises deliberately. Distance removes this by default rather than replacing it: distant colleagues reported far less &amp;quot;teamness&amp;quot; and weaker awareness of each other&#039;s work. This suggests active learning for remote developer teams would need to be built deliberately, structured pairing exercises, synchronous hands-on sessions, shared problem-solving rather than solo assignments, rather than assumed to happen informally, as it does in person. No study has tested such a design for this population.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
McNeill, C., George, N., Stephens, U., &amp;amp; Walker, T. (2024). Teaching evidence-based practice to MSN, DNP and PhD students: Lessons learned. &#039;&#039;ABNFF Journal, 1&#039;&#039;(1), 53–60.&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Brown, C. H., LoMurray, M., Schmeelk-Cone, K., Petrova, M., Yu, Q., Walsh, E., Tu, X., &amp;amp; Wang, W. (2010). An outcome evaluation of the Sources of Strength suicide prevention program delivered by adolescent peer leaders in high schools. &#039;&#039;American Journal of Public Health, 100&#039;&#039;(9), 1653–1661. &amp;lt;nowiki&amp;gt;https://doi.org/10.2105/AJPH.2009.190025&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Mentoring&amp;diff=818</id>
		<title>Mentoring</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Mentoring&amp;diff=818"/>
		<updated>2026-07-22T01:58:25Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
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Mentoring is the deliberate transfer mechanism inside network health: an experienced person guiding a less experienced one, distinct from peer influence because the relationship is not symmetrical. In the Wyman research programme, mentoring shows up in two forms, as a safeguard wrapped around peer-led programmes, and as an explicit, trained protective factor in its own right.&lt;br /&gt;
&lt;br /&gt;
As a safeguard, mentoring addresses a specific risk of peer-led design. Wyman et al. (2010) trained &amp;quot;youth opinion leaders from diverse social cliques, including at-risk adolescents... to change the norms and behaviors of their peers by conducting well-defined messaging activities with adult mentoring.&amp;quot; The adult layer is not incidental: &amp;quot;by training diverse adolescents together and providing ongoing adult mentoring, the Sources of Strength approach appears to minimize potential iatrogenic effects of grouping at-risk adolescents&amp;quot; (Discussion). Mentoring here functions as insurance against a documented failure mode of peer programmes, that concentrating at-risk individuals together can amplify risk rather than reduce it.&lt;br /&gt;
&lt;br /&gt;
As a trained factor in its own right, mentoring is named directly in Wingman-Connect&#039;s design. The programme built skills around &amp;quot;4 core protective values: kinship (belonging and accountability), purpose (goals and motivating values), guidance (mentors and institutional resources), and balance (activities for well-being)&amp;quot; (Wyman et al., 2020, Interventions). &amp;quot;Guidance&amp;quot; is explicitly the mentoring core, trained alongside cohesion rather than left to develop informally.&lt;br /&gt;
&lt;br /&gt;
The outcome data support treating mentoring access as measurable rather than assumed. Wyman et al. (2010) found that training &amp;quot;increased... the number of identified trusted adults (ES=0.49; P&amp;lt;.001),&amp;quot; and at the population level produced &amp;quot;positive and significant... effects on... norms for help-seeking from adults (ES=0.58; 95% CI=0.24, 0.91).&amp;quot; Connection to a mentoring adult, in other words, moved in response to deliberate training, not merely in response to time passing.&lt;br /&gt;
&lt;br /&gt;
Two things should be said plainly. First, this evidence again comes from one research programme, working mostly with adolescent populations, and its outcome measures capture access to &amp;quot;trusted adults&amp;quot; and help-seeking rather than the depth of any individual mentoring relationship. Second, the toolkit&#039;s own distinction between developmental mentoring (relational, emotional) and instrumental mentoring (skill-based, goal-directed) is only partly tested here: the evidence documents that trusted-adult connections increase and are used, but does not distinguish which type of mentoring relationship, if either purely, is doing the protective work.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Mentoring in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Implementing mentoring in schools means training a specific, small group of adults to guide peer leaders, not assuming mentoring will happen informally. Wyman et al. (2010) describe this concretely: schools trained &amp;quot;2 to 3 staff members as adult advisors who would guide the peer leaders to conduct safe suicide prevention messaging,&amp;quot; a defined &amp;quot;4 to 6 hours of training&amp;quot; rather than an open-ended expectation. Fidelity was checked, not assumed: staff interviews found &amp;quot;97.2% had observed or received intervention-specific messages, and 88.9% of those named as trusted adults reported that they had been contacted by a peer leader as the intervention had intended.&amp;quot; For schools, the implementation lesson is that mentoring capacity is a resource to be built and measured deliberately, a small number of trained advisors, with fidelity checked afterward, not a byproduct of simply having caring staff on site.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Mentoring among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
For remote IT and technology workers, mentoring is one of the specific developmental activities documented to erode with distance, alongside interpersonal networking and informal learning. Cooper and Kurland (2002), interviewing staff at two high-technology firms and two city governments, found that &amp;quot;the professional development and advancement of telecommuters may be inhibited by the absence of or reduction in mentoring activities,&amp;quot; with one technology-firm supervisor explaining plainly: &amp;quot;if you do everything remotely, it&#039;s really hard to get a sense at the end of the quarter... how do you do somebody&#039;s review?&amp;quot; The same study found mentoring did not have to disappear if restructured deliberately: some supervisors sustained it through scheduled one-on-one meetings and structured written check-ins rather than relying on incidental hallway contact. For distributed developer teams, this suggests mentoring must be built as a scheduled practice, not left to the informal proximity colocated offices provide for free.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Cooper, C. D., &amp;amp; Kurland, N. B. (2002). Telecommuting, professional isolation, and employee development in public and private organizations. &#039;&#039;Journal of Organizational Behavior, 23&#039;&#039;(4), 511–532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1002/job.145&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Brown, C. H., LoMurray, M., Schmeelk-Cone, K., Petrova, M., Yu, Q., Walsh, E., Tu, X., &amp;amp; Wang, W. (2010). An outcome evaluation of the Sources of Strength suicide prevention program delivered by adolescent peer leaders in high schools. &#039;&#039;American Journal of Public Health, 100&#039;&#039;(9), 1653–1661. &amp;lt;nowiki&amp;gt;https://doi.org/10.2105/AJPH.2009.190025&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Peer-influenced&amp;diff=817</id>
		<title>Peer-influenced</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Peer-influenced&amp;diff=817"/>
		<updated>2026-07-22T01:57:37Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
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Peer influence is a documented mechanism through which behaviour spreads across a network, and the evidence shows it can travel in either direction: toward risk or toward protection, depending on who carries it. Wyman et al. (2019) found that &amp;quot;adolescents appear susceptible to suicidal behavior modeling,&amp;quot; and identified a specific pathway for this: schools where &amp;quot;suicidal youth having higher relative popularity versus nonsuicidal peers&amp;quot; predicted higher suicide attempt rates school-wide. This is peer influence operating as a risk factor: when the students most connected to others are themselves struggling, that influence spreads through the network rather than staying contained.  &lt;br /&gt;
&lt;br /&gt;
Because influence travels through relationships people already have, the logical intervention is not to introduce a new outside channel but to redirect the existing one. Wyman (2014) describes exactly this design: &amp;quot;training for high school student peer leaders to prepare them to modify norms through their natural social networks (Sources of Strength) has increased schoolwide help-seeking acceptability, coping norms, and engagement of adults to help suicidal peers&amp;quot; (p. S254). Wyman et al. (2019) draw the same conclusion from their network data directly: &amp;quot;key opinion leader programs could be an effective approach to increase influence of youth with healthy coping practices including in network components with concentrated suicidal peers&amp;quot; (Discussion). The target of intervention, in both cases, is not the individual student but the influence pathway itself.&lt;br /&gt;
&lt;br /&gt;
This same peer-level mechanism, rather than anything delivered to individuals separately, explains outcomes in an adult workplace population as well. In the Wingman-Connect trial, mediation analysis found that &amp;quot;participants&#039; perceptions of being embedded in a more cohesive, healthy class accounted for significant portions of Wingman-Connect&#039;s impact on reducing suicidal ideation and depression symptoms&amp;quot; (Wyman et al., 2020, Results). The variable doing the work was the class&#039;s cohesion, a property of the peer group, not a property of any one trainee.&lt;br /&gt;
&lt;br /&gt;
Two things should be said plainly. First, this evidence again concentrates in one research programme working primarily with adolescent and military populations. Second, the same duality that makes peer influence useful makes it risky if handled carelessly: Wyman et al. (2023) found that a peer-leader programme delivered with low fidelity &amp;quot;became potentially iatrogenic for ninth grade students,&amp;quot; meaning the same mechanism that spreads protection can, if poorly implemented, spread harm instead. Peer influence is not inherently protective; it is a channel, and its effect depends on what travels through it.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Peer Influence in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Implementing peer influence deliberately in schools means training opinion leaders drawn from the student body itself, not adults standing outside it. Wyman et al. (2023) describe Sources of Strength as training &amp;quot;diverse youth key opinion leaders&amp;quot; to run &amp;quot;school-wide prevention campaigns,&amp;quot; working through students&#039; own &amp;quot;friendship groups&amp;quot; rather than a curriculum delivered top-down. Wyman (2014) frames the mechanism these leaders are meant to shift: peer-led messaging &amp;quot;modif[ies] norms through... natural social networks&amp;quot; rather than replacing them. The same evidence carries an implementation warning specific to this finding: because peer leaders are the channel, poor selection or poor support of those leaders does not merely fail to help Wyman et al. (2023) found low-fidelity delivery &amp;quot;became potentially iatrogenic for ninth grade students,&amp;quot; meaning the leader-selection and training process itself needs as much rigour as the message being spread.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Peer Influence among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
In distributed open-source teams, peer influence shows up as a documented, if secondary, factor in whether contributors stay engaged. Miller et al. (2019) surveyed established GitHub contributors who had disengaged and found &amp;quot;lack of peer support&amp;quot; among the self-reported social reasons for leaving, consistent with wider turnover research where &amp;quot;social embedding in a team&amp;quot; is described as &amp;quot;an antidote to turnover.&amp;quot; However, the same study is honest that this was not the dominant factor: occupational transitions, such as changing jobs, were cited &amp;quot;significantly more than lacking peer support or losing interest that are more commonly discussed in the literature.&amp;quot; For IT and technology remote workers, this suggests peer influence is a real but secondary lever, worth strengthening deliberately, but not a substitute for addressing the life and career transitions that drive most disengagement.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Miller, C., Widder, D. G., Kästner, C., &amp;amp; Vasilescu, B. (2019). Why do people give up FLOSSing? A study of contributor disengagement in open source. In F. Bordeleau et al. (Eds.), &#039;&#039;Open Source Systems&#039;&#039; (IFIP AICT, Vol. 556, pp. 116–129). Springer. &amp;lt;nowiki&amp;gt;https://doi.org/10.1007/978-3-030-20883-7_11&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pickering, T. A., Pisani, A. R., Rulison, K., Schmeelk-Cone, K., Hartley, C., Gould, M., LoMurray, M., Brown, C. H., &amp;amp; Valente, T. W. (2019). Peer‐adult network structure and suicide attempts in 38 high schools: Implications for network-informed suicide prevention. &#039;&#039;Journal of Child Psychology and Psychiatry, 60&#039;&#039;(10), 1065–1075. &amp;lt;nowiki&amp;gt;https://doi.org/10.1111/jcpp.13102&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P., Cero, I., Brown, C. H., Espelage, D., Pisani, A., Kuehl, T., &amp;amp; Schmeelk-Cone, K. (2023). Impact of Sources of Strength on adolescent suicide deaths across three randomized trials. &#039;&#039;Injury Prevention, 29&#039;&#039;, 442–445. &amp;lt;nowiki&amp;gt;https://doi.org/10.1136/ip-2023-044936&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Whole_Community&amp;diff=816</id>
		<title>Whole Community</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Whole_Community&amp;diff=816"/>
		<updated>2026-07-22T01:56:38Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
[[File:Capacity Building.mp4|thumb|Dr Peter Wyman discusses how building the skills and knowledge  within a community, to maintain and promote community health is important to good outcomes.]]Whole Community means delivering an intervention to everyone in a population rather than only to individuals already flagged as at risk, on the premise that population-level outcomes require population-level reach. Wyman (2014) frames this as a design choice: &amp;quot;normative social systems—such as public schools, community youth organizations—are settings for universal interventions and serve the broadest populations&amp;quot; (p. S252), because &amp;quot;interventions that modify multiple, rather than single, risk factors have the potential for largest population impact on reducing suicide rates&amp;quot; (p. S252).&lt;br /&gt;
&lt;br /&gt;
The strongest direct test of this logic pools three separate randomized trials of a universal, whole-school programme across 78 high schools. Wyman et al. (2023) note that &amp;quot;universal interventions targeting broad youth populations are likely essential to achieve significant population reductions in suicide rates,&amp;quot; because strategies &amp;quot;limited to already identified high-risk individuals will not capture most youth who will die by suicide.&amp;quot; Sources of Strength was delivered this way: it &amp;quot;trains diverse youth key opinion leaders to disseminate a multidimensional coping framework through their friendship groups by conducting school-wide prevention campaigns,&amp;quot; with &amp;quot;the objective... reducing suicide risk across a school&#039;s full school student population&amp;quot; (Introduction). Pooling 40,747 student-years of exposure, &amp;quot;no suicides occurred in the intervention schools... four suicides occurred in control schools... representing an aggregated suicide rate of 20.86 per 100,000 person years&amp;quot; (Results).&lt;br /&gt;
&lt;br /&gt;
This result deserves an honest reading, not a triumphant one. A state-level test across all 78 schools found the difference significant (p=0.047); a stricter test using only randomly matched school pairs did not (p=0.150). The authors are direct about what this means: &amp;quot;we reiterate that larger scale public health-oriented designs... are likely required before definitive claims can be made about this intervention&#039;s efficacy for reducing mortality.&amp;quot; Whole-community delivery produced a promising signal, not a settled result.&lt;br /&gt;
&lt;br /&gt;
The same universal logic appears in a workplace population. Wyman et al. (2020) trained entire Air Force technical training classes rather than individually screened trainees, and found that benefits were &amp;quot;distributed across personnel with different levels of those problems at baseline&amp;quot; — evidence, the authors argue, &amp;quot;of a strength of a universal prevention strategy for... members at low risk and others at higher risk who may not seek mental health services&amp;quot; (Discussion).&lt;br /&gt;
&lt;br /&gt;
A caveat belongs here plainly. Nearly all of this evidence, across a school population and a military one, comes from one closely linked research programme. The 78-school analysis is itself inconclusive under its stricter test, and its authors call for larger, independently confirmed roll-outs before treating whole-community reach as a proven route to reduced mortality rather than a promising one.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Whole Community in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Whole-community delivery in schools depends on reaching the entire student population through peer leaders drawn broadly, not narrowly. Wyman et al. (2023) describe Sources of Strength as training &amp;quot;diverse youth key opinion leaders&amp;quot; to run &amp;quot;school-wide prevention campaigns,&amp;quot; with impact measured across &amp;quot;a school&#039;s full school student population,&amp;quot; not a selected subgroup. But the same paper is candid that universal reach only works if sustained: an earlier trial &amp;quot;showed... short term benefits on targeted mediators&amp;quot; that &amp;quot;were lost in the second school year as implementation fidelity waned,&amp;quot; and the programme &amp;quot;became potentially iatrogenic for ninth grade students when implemented in schools with low fidelity.&amp;quot; The implementation lesson for schools is specific: whole-population coverage is not self-sustaining. Without maintained fidelity, a universal programme can drift from protective to actively harmful for some students, not merely ineffective.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Whole Community among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
No network-health programme has been delivered to a whole IT organization the way Sources of Strength or Wingman-Connect were delivered to whole schools and training classes, but the reach effects of a universal policy shift are already documented. Yang et al. (2022) studied Microsoft&#039;s company-wide, not individually targeted, move to remote work, finding that &amp;quot;firm-wide remote work caused the collaboration network of workers to become more static and siloed, with fewer bridges between disparate parts&amp;quot; (Abstract). This shows that organization-wide changes genuinely reach everyone, for better or worse — the mechanism Whole Community relies on. What has not been tested is the deliberate counterpart: a cohesion-building intervention delivered to an entire distributed workforce rather than to individuals flagged as isolated, following the same universal logic Wyman (2014) describes for schools.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P., Cero, I., Brown, C. H., Espelage, D., Pisani, A., Kuehl, T., &amp;amp; Schmeelk-Cone, K. (2023). Impact of Sources of Strength on adolescent suicide deaths across three randomized trials. &#039;&#039;Injury Prevention, 29&#039;&#039;, 442–445. &amp;lt;nowiki&amp;gt;https://doi.org/10.1136/ip-2023-044936&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Yang, L., Holtz, D., Jaffe, S., Suri, S., Sinha, S., Weston, J., Joyce, C., Shah, N., Sherman, K., Hecht, B., &amp;amp; Teevan, J. (2022). The effects of remote work on collaboration among information workers. &#039;&#039;Nature Human Behaviour, 6&#039;&#039;, 43–54. &amp;lt;nowiki&amp;gt;https://doi.org/10.1038/s41562-021-01196-4&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Consistency&amp;diff=815</id>
		<title>Consistency</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Consistency&amp;diff=815"/>
		<updated>2026-07-22T01:55:07Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
[[File:Consistency.mp4|thumb|On the finding that consistency and repeated contact develops trust and is important to success when training.  Quote from Dr. Peter Wyman, in interview with Tim McGowan.]]&lt;br /&gt;
Consistency does not simply mean repeating a programme. It means deliberately maintaining contact after the initial delivery ends, so that trust and effect do not fade the moment participants walk out of the room.&lt;br /&gt;
&lt;br /&gt;
Wyman et al. (2020) built this into Wingman-Connect&#039;s design rather than treating it as an afterthought. Both training arms &amp;quot;had a 1-hour booster session, plus text messages,&amp;quot; and &amp;quot;participants in both conditions were invited to receive training-specific informational and interactive text messages for 6 months&amp;quot; (Interventions). The trial&#039;s own results suggest why this matters. The benefit on depression symptoms &amp;quot;was maintained at 6 months,&amp;quot; including &amp;quot;lower likelihood of elevated depression... over the full study period,&amp;quot; while &amp;quot;the benefit of the training on occupational problems did not extend past 1 month&amp;quot; (Results, Discussion). The pattern is suggestive rather than proven, but it points the same direction: the outcome supported by six months of reinforcement held; the one without it faded.&lt;br /&gt;
&lt;br /&gt;
The same research programme has since built sustained contact even further into its next study. A currently active trial, &amp;quot;Career Enhancement Training Study Delivered Across Career Phases&amp;quot; (University of Rochester, Wyman, PI), asks participants to &amp;quot;complete a survey today... and another survey at 6 and 12 months,&amp;quot; with &amp;quot;informational text messages (approximately 1 per week) that reinforce training concepts&amp;quot; across the full year. This is worth noting plainly: it is a live study with no outcome data yet, so it cannot be cited as evidence of effect. What it shows is a deliberate design choice — the same team choosing to extend touchpoints across a full year rather than treating one training block as sufficient.&lt;br /&gt;
&lt;br /&gt;
There is a useful, if less rigorous, way to describe what consistency is protecting against. List (2022), writing for a general audience rather than presenting original research, calls it a &amp;quot;voltage drop&amp;quot;: &amp;quot;when a seemingly promising idea loses efficacy or profitability as it expands.&amp;quot; That is not evidence specific to network health, but it names the failure mode consistency exists to prevent: an intervention that works once and then quietly stops working as time, distance, or scale erodes it.&lt;br /&gt;
&lt;br /&gt;
Two things should be said plainly. First, both the finished trial and the design logic behind it come from one research group; there is no independent replication of &amp;quot;booster plus months of reinforcement&amp;quot; as a mechanism. Second, the 2020 trial&#039;s own data show that sustained contact did not rescue every outcome — occupational problems faded regardless. Consistency appears to help, but the evidence here does not show it as a guarantee.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Consistency in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Schools cannot rely on a single well-run assembly or workshop; the evidence points to sustained delivery across years. Wyman&#039;s (2014) developmental model is explicitly staged over a child&#039;s school career: &amp;quot;(1) childhood programs to strengthen a broad set of self-regulation processes... through family and school-based programs, followed by (2) adolescent programs that leverage system-level influences (e.g., peer norms)&amp;quot; (p. S253). This is consistency built into the sequence itself, not a single intervention repeated unchanged. Implementation research reinforces the same point at the level of delivery quality: Santiago-Rosario et al. (2023) find that &amp;quot;Tier 1 PBIS implemented with fidelity improves valued outcomes like student social, emotional, behavioral, and mental health, academic achievement, and attendance&amp;quot; (p. 8) the qualifier &amp;quot;with fidelity&amp;quot; is doing real work, since a framework applied inconsistently is not the same programme as one sustained properly, even if the materials are identical.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Consistency among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
For distributed software teams, consistency cannot mean merely staying on the same team for a long time, because duration alone does not appear to build trust. Herbsleb and Mockus (2003) followed two distributed departments for years and found no improvement: &amp;quot;high levels of interdependence were maintained for the entire 2.5 - 3.5 years, showing no consistent reduction&amp;quot; in the coordination problems distance caused (Discussion). Distant colleagues still reported markedly less &amp;quot;teamness&amp;quot; than local ones, a gap the authors trace to how &amp;quot;distance interfered with the usual stages by which individuals become coherent groups or teams&amp;quot; (Discussion) despite years of continuous working contact. This suggests consistency requires the right kind of repeated contact, not simply a long-running team roster; no study in this population has tested whether a Wingman-Connect-style deliberate touchpoint schedule, rather than passive tenure, would close that gap.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
List, J. A. (2022, April 19). &#039;&#039;The five vital signs of a scalable idea and how to avoid a voltage drop&#039;&#039;. Behavioral Scientist. &amp;lt;nowiki&amp;gt;https://behavioralscientist.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Santiago-Rosario, M. R., McIntosh, K., Izzard, S., Cohen Lissman, D., &amp;amp; Calhoun, E. (2023). &#039;&#039;Is positive behavioral interventions and supports (PBIS) an evidence-based practice?&#039;&#039; Center on PBIS, University of Oregon.&lt;br /&gt;
&lt;br /&gt;
University of Rochester, Department of Psychiatry. (2025). &#039;&#039;Consent form: Career enhancement training study delivered across career phases&#039;&#039; (STUDY00008549) [Clinical trial consent document]. ClinicalTrials.gov identifier NCT05967364.&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Evidence-Based_Methodology&amp;diff=814</id>
		<title>Evidence-Based Methodology</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Evidence-Based_Methodology&amp;diff=814"/>
		<updated>2026-07-22T01:54:39Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
[[File:18 Evidence of Impact.mp4|thumb|Dr Peter Wyman, in interview with Tim McGowan, says that rigorously tested programs that follow key findings of evidence offer our best chances of success in prevention. ]]&lt;br /&gt;
Evidence-based methodology means treating a programme&#039;s impact as a question to test, not an assumption to repeat. A design can look sound on paper and still fail once measured, so the commitment is to keep measuring, not to stop once a plausible theory is in place.&lt;br /&gt;
&lt;br /&gt;
Wyman et al. (2020) built this commitment into the Wingman-Connect trial from the outset. The study was not a simple before-and-after check: it was &amp;quot;conducted from October 2017 to October 2019&amp;quot; as a trial with an active comparison condition, and its stated aims went beyond outcomes alone. &amp;quot;The primary hypothesis tested was that Wingman-Connect would reduce suicidal ideation, depression symptoms, and job-related problems. A secondary objective was testing the guiding network health theoretical model&amp;quot; (Methods). That second aim matters: the trial was designed to test whether the proposed mechanism was real, not only whether the numbers moved.&lt;br /&gt;
&lt;br /&gt;
The results honoured that distinction. Rather than stopping at &amp;quot;it worked,&amp;quot; the authors traced why: &amp;quot;participants&#039; perceptions of being embedded in a more cohesive, healthy class accounted for significant portions of Wingman-Connect&#039;s impact on reducing suicidal ideation and depression symptoms&amp;quot; (Results). Evidence-based methodology, on this model, means testing the theory of change itself, not just its endpoint.&lt;br /&gt;
&lt;br /&gt;
This same commitment shows up in an unrelated setting, evidencing that it is a methodology and not a single result. McNeill et al. (2024) evaluated a graduate nursing course on evidence-based practice using a validated instrument before and after teaching, and reported that &amp;quot;the results indicated a significant difference pre vs post course in the areas of EBP use... EBP Skill... and EBP Communication.&amp;quot; But they did not stop at the positive result: the same data showed that &amp;quot;22 out of the 24 students that reported feeling overwhelmed by the course were MSN students,&amp;quot; and the authors concluded plainly that &amp;quot;the facilitation, evaluation, and redesign of EBP curriculum need to be informed by data gathered from formal assessments.&amp;quot; A programme that works overall can still surface a problem in the same measurement; evidence-based methodology means acting on both findings, not just the favourable one.&lt;br /&gt;
&lt;br /&gt;
Two honest caveats belong here, and naming them is itself part of the methodology. The Wingman-Connect trial is a randomized design and carries strong evidentiary weight, but it comes from a single research programme. The McNeill et al. study is a single-cohort, pre-post design with no control group, a weaker tier of evidence than a trial; its conclusion about curriculum should be read as a prompt for further testing, not as settled fact. Grading the strength of evidence, rather than treating all findings as equal, is not a footnote to evidence-based methodology. It is the methodology.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Evidence-Based Methodology in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Schools need a way to judge whether a claimed evidence base actually meets the standard, not just whether it sounds plausible. Santiago-Rosario et al. (2023) provide exactly this for one common schoolwide framework, concluding after systematic review that &amp;quot;PBIS can be designated an evidence-based practice for reducing exclusionary discipline and improving social, emotional, and behavioral outcomes&amp;quot; (p. 1). That is a formal grading of evidence strength, not a general endorsement. The same standard applies to network-based prevention: Wyman (2014) reports that &amp;quot;training for high school student peer leaders to prepare them to modify norms through their natural social networks (Sources of Strength) has increased schoolwide help-seeking acceptability, coping norms, and engagement of adults to help suicidal peers&amp;quot; (p. S254) — a specific, tested claim, not an assumption. A school adopting either framework should expect this same level of documented evidence, not take effectiveness on faith.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Evidence-Based Methodology among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
No network-health programme for IT or software teams has been tested with a trial design comparable to Wingman-Connect&#039;s, so evidence-based methodology here means being honest about what standard of proof exists rather than borrowing one from elsewhere. The closest available evidence is observational rather than experimental. Yang et al. (2022) used a large natural experiment, not a randomized trial, to show that &amp;quot;firm-wide remote work caused the collaboration network of workers to become more static and siloed, with fewer bridges between disparate parts&amp;quot; (Abstract). That finding is credible and large-scale, but it documents an effect of remote work, not the impact of any specific intervention designed to counter it. Applying a network-health programme to distributed IT teams without testing it against this same bar — a comparison condition, a measured mechanism, replication beyond one firm — would be exactly the kind of unevidenced adoption this finding warns against.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
McNeill, C., George, N., Stephens, U., &amp;amp; Walker, T. (2024). Teaching evidence-based practice to MSN, DNP and PhD students: Lessons learned. &#039;&#039;ABNFF Journal, 1&#039;&#039;(1), 53–60.&lt;br /&gt;
&lt;br /&gt;
Santiago-Rosario, M. R., McIntosh, K., Izzard, S., Cohen Lissman, D., &amp;amp; Calhoun, E. (2023). &#039;&#039;Is positive behavioral interventions and supports (PBIS) an evidence-based practice?&#039;&#039; Center on PBIS, University of Oregon.&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Yang, L., Holtz, D., Jaffe, S., Suri, S., Sinha, S., Weston, J., Joyce, C., Shah, N., Sherman, K., Hecht, B., &amp;amp; Teevan, J. (2022). The effects of remote work on collaboration among information workers. &#039;&#039;Nature Human Behaviour, 6&#039;&#039;, 43–54. &amp;lt;nowiki&amp;gt;https://doi.org/10.1038/s41562-021-01196-4&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Ecological_Validity&amp;diff=813</id>
		<title>Ecological Validity</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Ecological_Validity&amp;diff=813"/>
		<updated>2026-07-22T01:54:18Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
[[File:Ecological Validity.mp4|thumb|Dr Peter Wyman, in interview with Tim McGowan, describes the key finding that Ecological Validity is critical to preventative mental health care interventions.]]&lt;br /&gt;
Ecological validity means an intervention has to work the way the real group actually works, not the way a tidy protocol assumes it should. A training exercise can be well designed in principle and still fail once it meets an intact team, because the team already has its own habits, hierarchy, and culture that the exercise never accounted for.&lt;br /&gt;
&lt;br /&gt;
This is not just a design preference; it is a documented failure mode. Discussing an unrelated military skills programme, Wyman et al. (2020) note that &amp;quot;investigators of the Royal Air Force study noted that cognitive training may lack ecological validity without addressing unit functioning&amp;quot; (Introduction). In plain terms, teaching someone a skill in isolation does not help if the group around them still runs on the old norms; the skill has nowhere to land.&lt;br /&gt;
&lt;br /&gt;
Wingman-Connect was built specifically to avoid that failure, and its own construction shows what ecological validity looks like in practice. Rather than importing an existing programme unchanged, the developers started from one that worked elsewhere and deliberately reshaped it: &amp;quot;Wingman-Connect was developed... by adapting a suicide prevention program used in public education settings (Sources of Strength),&amp;quot; and, critically, &amp;quot;group training for units was selected to align with Air Force culture, a departure from the Sources of Strength model of training selected opinion leaders&amp;quot; (Wyman et al., 2020, Methods). The original school-based model worked by training influential student leaders; the military version abandoned that structure entirely, because Air Force culture does not organise itself around informal student opinion leaders the way a school does. Ecological validity, here, meant changing the delivery mechanism itself to match the population, not just translating the language of the materials.&lt;br /&gt;
&lt;br /&gt;
The trial&#039;s own conclusions treat this redesign as central to why it worked, not incidental to it. The authors state plainly that &amp;quot;group training that builds cohesive, healthy military units is promising for upstream suicide prevention and may be essential for ecological validity&amp;quot; (Wyman et al., 2020, Abstract), and in their discussion they go further: &amp;quot;an innovation of Wingman-Connect was training in natural organizational units,&amp;quot; and this approach &amp;quot;may be critical for ecological validity of military suicide prevention programs... and for transfer of skills into the organizational culture&amp;quot; (Wyman et al., 2020, Discussion). The claim being made is specific: it is training delivered through the unit&#039;s own existing structure, rather than through an imported curriculum layered on top of it, that allows the skills learned in training to actually persist once training ends.&lt;br /&gt;
&lt;br /&gt;
This case is instructive precisely because it is a single, well-documented example rather than a broad literature. Wingman-Connect demonstrates what ecological validity requires, genuine structural adaptation to a population&#039;s real social organisation, but the evidence for this principle again comes from one research group&#039;s work with military populations, and has not been tested as a general design rule across other settings.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Ecological Validity in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Schools are where the ecologically valid design that Wingman-Connect later adapted originated. Wyman (2014) frames schools as &amp;quot;normative social systems... settings for universal interventions&amp;quot; that &amp;quot;serve the broadest populations&amp;quot; (p. S252), precisely because a school already has its own dense peer structure that an intervention can work through rather than compete with. The Sources of Strength model, which Wingman-Connect departed from for military culture, was itself built around this fit: training &amp;quot;high school student peer leaders to prepare them to modify norms through their natural social networks&amp;quot; (Wyman, 2014, p. S254). The lesson Wingman-Connect&#039;s redesign makes explicit in hindsight is that this peer-leader structure was not incidental; it was the specific feature that made the school version ecologically valid, and any future adaptation of it should treat that structure as load-bearing, not decorative.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Ecological Validity among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
No study has tested whether a network-cohesion intervention like Wingman-Connect retains ecological validity when delivered to a distributed software team, so this section can only flag the risk, not resolve it. The same caution Wyman et al. (2020) raise about training that &amp;quot;may lack ecological validity without addressing unit functioning&amp;quot; applies directly here, because distributed teams function differently from colocated ones in ways that are well documented. Herbsleb and Mockus (2003) found that developers separated across sites report markedly less &amp;quot;teamness,&amp;quot; a gap tied to how &amp;quot;distance interfered with the usual stages by which individuals become coherent groups or teams&amp;quot; (Discussion). A cohesion-building programme designed for an in-person team and delivered unchanged to a distributed one would risk exactly this failure; it has not been tested either way.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Prioritizing_Prevention&amp;diff=812</id>
		<title>Prioritizing Prevention</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Prioritizing_Prevention&amp;diff=812"/>
		<updated>2026-07-22T01:53:56Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;[[File:Universal Prevention.mp4|thumb|Dr Peter Wyman describes the import of prioritizing universal approaches to prevention for community mental health.]]&lt;br /&gt;
Prevention works best when it changes the environment people already belong to, rather than waiting to find and treat people once they are already struggling. This is the central argument behind network health approaches to suicide prevention: instead of screening individuals for risk, they strengthen the relationships and group bonds that already exist in a school, workplace, or team. &lt;br /&gt;
[[File:Prevention or Intervention.mp4|thumb|Dr Peter Wyman explains that a &amp;quot;preventatative intervention&amp;quot; that engages a community as a whole and creates natural networks through shared experience can build protective factors into the community.|left]]&lt;br /&gt;
Wyman (2014) frames this as a shift toward &amp;quot;upstream&amp;quot; prevention, &amp;quot;modifying... risk and protective processes—before the emergence of suicidal behaviour,&amp;quot; a design that &amp;quot;stands in contrast to current youth suicide prevention programming focused on identifying and treating individuals who are already suicidal or at high risk by training adult gatekeepers and screening&amp;quot; (p. S252). The case for this shift is not only conceptual. Wyman (2014) points to specific limits on identify-and-treat strategies, including &amp;quot;limited ability to identify specific individuals who will die by suicide&amp;quot; and &amp;quot;limited evidence that use of usual mental health treatment services will reduce suicide risk&amp;quot; (p. S252). Because these limits are structural, no improvement to an individual-level service resolves them; the population that needs protecting is always larger than the population any screening process will flag. &lt;br /&gt;
&lt;br /&gt;
This is why network health approaches treat the group itself, not the individual, as the target of intervention. In Wyman&#039;s (2014) words, &amp;quot;system-level interventions modify social-ecologic contexts, which have risk-protective effects above and beyond individual factors&amp;quot; (p. S252), in plain terms, making a class, team, or unit more cohesive protects everyone in it, including people no one has flagged as at risk. &lt;br /&gt;
&lt;br /&gt;
This logic was tested directly. A cluster randomized trial of the Wingman-Connect programme worked with intact U.S. Air Force training classes rather than individually selected trainees, aiming to &amp;quot;target natural organizational groups to strengthen bonds, cohesion, and adaptive coping norms&amp;quot; (Wyman et al., 2020, Introduction). Benefits were &amp;quot;distributed across personnel with different levels of those problems at baseline,&amp;quot; evidence that &amp;quot;diverse personnel benefited from the program illustrates a strength of a universal prevention strategy for military populations with members at low risk and others at higher risk who may not seek mental health services&amp;quot; (Wyman et al., 2020, Discussion). Because the training was built into ordinary occupational skills rather than run alongside them, the authors conclude that &amp;quot;universal prevention programs that support operational and suicide prevention objectives are more likely to be sustained&amp;quot; (Wyman et al., 2020, Discussion). Mediation analysis confirmed that cohesion itself carried the effect: &amp;quot;participants&#039; perceptions of being embedded in a more cohesive, healthy class accounted for significant portions of Wingman-Connect&#039;s impact on reducing suicidal ideation and depression symptoms&amp;quot; (Wyman et al., 2020, Results). &lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Prevention in Schools&#039;&#039;&#039; ===&lt;br /&gt;
Schools matter to prevention because childhood and adolescence are the years when most future risk takes shape. Wyman (2014) notes that &amp;quot;approximately one half of emotional and behavioral disorders that are well-defined risk factors for suicide have onset of symptoms by age 14 years&amp;quot; (p. S252). His model works in two stages: building self-regulation early through &amp;quot;family and school-based programs,&amp;quot; then, in adolescence, working through &amp;quot;peer norms&amp;quot; already present in the school (Wyman, 2014, p. S253). In practice, this has meant training student peer leaders to &amp;quot;modify norms through their natural social networks,&amp;quot; which &amp;quot;has increased schoolwide help-seeking acceptability, coping norms, and engagement of adults to help suicidal peers&amp;quot; (Wyman, 2014, p. S254). As a whole-school foundation for this kind of work, Positive Behavioral Interventions and Supports improves school climate and behaviour broadly (Santiago-Rosario et al., 2023), though it has not been tested as a suicide-prevention measure specifically.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Prevention among Remote Workers in IT and Technology&#039;&#039;&#039; ===&lt;br /&gt;
No trial has tested a network-cohesion prevention programme with software teams, so this extends the same logic to a population studied only for its risk, not its remedy. Distributed software development shows what erodes when a team splits across sites: work spanning more than one location &amp;quot;take about two and one-half times as long to complete&amp;quot; as collocated work (Herbsleb &amp;amp; Mockus, 2003, Abstract), and separated developers report markedly less &amp;quot;teamness,&amp;quot; a gap the authors link to distance disrupting &amp;quot;the usual stages by which individuals become coherent groups or teams&amp;quot; (Herbsleb &amp;amp; Mockus, 2003, Discussion). A large study of Microsoft staff found remote work &amp;quot;caused larger increases for engineers than non-engineers&amp;quot; in messaging and calls, &amp;quot;reflective of the fact that software development teams are particularly reliant on informal communication&amp;quot; once carried face to face (Yang et al., 2022, Results), the cohesion Wingman-Connect targets, untested here.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Santiago-Rosario, M. R., McIntosh, K., Izzard, S., Cohen Lissman, D., &amp;amp; Calhoun, E. (2023). &#039;&#039;Is positive behavioral interventions and supports (PBIS) an evidence-based practice?&#039;&#039; Center on PBIS, University of Oregon. &amp;lt;nowiki&amp;gt;https://www.researchgate.net/publication/375487373_Is_Positive_Behavioral_Interventions_and_Supports_PBIS_an_Evidence-Based_Practice&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Yang, L., Holtz, D., Jaffe, S., Suri, S., Sinha, S., Weston, J., Joyce, C., Shah, N., Sherman, K., Hecht, B., &amp;amp; Teevan, J. (2022). The effects of remote work on collaboration among information workers. &#039;&#039;Nature Human Behaviour, 6&#039;&#039;, 43–54. &amp;lt;nowiki&amp;gt;https://doi.org/10.1038/s41562-021-01196-4&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Discovery&amp;diff=811</id>
		<title>Discovery</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Discovery&amp;diff=811"/>
		<updated>2026-07-22T01:53:09Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
[[File:Relationships Reduce Pruning.mp4|thumb|Dr Peter Wyman discusses how shared experiences in trainings can allow participants to discover one another&#039;s strengths, see people in a new way, and form relationships in a more cohesive community that reduce pruning, especially for the most vulnerable.]]&lt;br /&gt;
Discovery, in a network health sense, is the process by which shared activity makes people&#039;s strengths visible to each other and to themselves, in ways that private reflection alone does not produce. The mechanism is social rather than introspective: a strength becomes real to a group when the group sees it in action, not only when an individual reports having it.&lt;br /&gt;
&lt;br /&gt;
This idea has firm roots in positive psychology&#039;s turn away from a deficit model of wellbeing. Seligman and Csikszentmihalyi (2000) argued that psychology had focused disproportionately on pathology and repair, at the expense of understanding what allows people and communities to flourish; their case was that identifying and cultivating strength is itself a legitimate target of intervention, not merely a byproduct of treating weakness. Peterson and Seligman&#039;s (2004) classification of character strengths built directly on this, proposing that strengths are most reliably recognised through observed behaviour in real settings — honesty in how someone handles a hard conversation, persistence in how someone works through a setback, rather than through self-report alone. This supports the Discovery thesis structurally: if strengths are legible mainly through behaviour witnessed by others, then shared activity is the mechanism through which they become visible at all.&lt;br /&gt;
&lt;br /&gt;
Resilience research adds the protective piece. Masten&#039;s (2001) influential account of resilience as &amp;quot;ordinary magic&amp;quot; argued that children&#039;s capacity to recover from adversity depends heavily on ordinary relational systems, being noticed, valued, and connected within family, peer, and community networks, rather than on rare individual traits. Applied to Discovery, this suggests the stakes are not merely motivational. A young person whose strengths go unseen by their group is not simply missing encouragement; they are missing one of the ordinary mechanisms through which resilience is built and maintained.&lt;br /&gt;
&lt;br /&gt;
Self-determination theory offers the last piece of the mechanism: competence, one of three basic psychological needs identified by Deci and Ryan, is satisfied not just by being skilled but by having that skill recognised within a social context. A group that becomes aware of a member&#039;s competence changes that member&#039;s felt belonging, not only their self-assessment.&lt;br /&gt;
&lt;br /&gt;
None of this constitutes network health-specific evidence for the Discovery finding as your toolkit frames it. These are established, adjacent literatures that would need to be tested directly against a Discovery mechanism, shared training experiences producing group-recognised strength and reduced social pruning, before this section could carry the same evidentiary weight as Prevention or Ecological Validity. Treat it as a reasoned case built from real literature, not as verified corpus evidence.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Discovery in Schools&#039;&#039;&#039; ===&lt;br /&gt;
In a school setting, Discovery would work through activities where students see each other perform, rather than only hear each other described. Positive youth development frameworks, including Search Institute&#039;s developmental assets model (Benson), argue that young people build resilience partly through external assets, being surrounded by adults and peers who notice and name their strengths, not just through internal traits. A classroom or advisory structure that creates repeated opportunities for peers to witness one another handling a real task, leading a group project, supporting a struggling classmate and persisting through a hard problem gives Discovery a concrete mechanism in schools. This remains a design inference from general youth development literature, not a school-tested Discovery intervention.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;Context: Discovery among Remote IT and Technology Workers&#039;&#039;&#039; ===&lt;br /&gt;
Discovery is structurally harder in distributed software teams, because the ordinary channels through which competence becomes visible watching someone debug under pressure, overhearing them help a colleague, depend on physical proximity that remote work removes. This connects to a corpus finding used elsewhere in this project: Herbsleb and Mockus (2003) found that distributed colleagues report far less awareness of each other&#039;s expertise and are more likely to be &amp;quot;excluded from information which was shared by... coworkers&amp;quot; than colocated ones. Discovery in this population would need a deliberate substitute: structured show-and-tell sessions, visible contribution logs, peer recognition rituals, or the incidental witnessing that collocated teams get for free. No study tests this directly; it is an inference from a documented gap, not a tested intervention.&lt;br /&gt;
&lt;br /&gt;
=== &#039;&#039;&#039;References&#039;&#039;&#039; ===&lt;br /&gt;
Benson, P. L. (2006). &#039;&#039;All kids are our kids: What communities must do to raise caring and responsible children and adolescents&#039;&#039; (2nd ed.). Jossey-Bass/Willey&lt;br /&gt;
&lt;br /&gt;
Deci, E. L., &amp;amp; Ryan, R. M. (2000). The &amp;quot;what&amp;quot; and &amp;quot;why&amp;quot; of goal pursuits: Human needs and the self-determination of behavior. &#039;&#039;Psychological Inquiry, 11&#039;&#039;(4), 227–268. &amp;lt;nowiki&amp;gt;https://doi.org/10.1207/S15327965PLI1104_01&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Masten, A. S. (2001). Ordinary magic: Resilience processes in development. &#039;&#039;American Psychologist, 56&#039;&#039;(3), 227–238. &amp;lt;nowiki&amp;gt;https://doi.org/10.1037/0003-066X.56.3.227&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Peterson, C., &amp;amp; Seligman, M. E. P. (2004). &#039;&#039;Character strengths and virtues: A handbook and classification&#039;&#039;. Oxford University Press / American Psychological Association.&lt;br /&gt;
&lt;br /&gt;
Seligman, M. E. P., &amp;amp; Csikszentmihalyi, M. (2000). Positive psychology: An introduction. &#039;&#039;American Psychologist, 55&#039;&#039;(1), 5–14. &amp;lt;nowiki&amp;gt;https://doi.org/10.1037/0003-066X.55.1&amp;lt;/nowiki&amp;gt;.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Consistency&amp;diff=810</id>
		<title>Consistency</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Consistency&amp;diff=810"/>
		<updated>2026-07-22T01:51:18Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
[[File:Consistency.mp4|thumb|On the finding that consistency and repeated contact develops trust and is important to success when training.  Quote from Dr. Peter Wyman, in interview with Tim McGowan.]]&lt;br /&gt;
Consistency does not simply mean repeating a programme. It means deliberately maintaining contact after the initial delivery ends, so that trust and effect do not fade the moment participants walk out of the room.&lt;br /&gt;
&lt;br /&gt;
Wyman et al. (2020) built this into Wingman-Connect&#039;s design rather than treating it as an afterthought. Both training arms &amp;quot;had a 1-hour booster session, plus text messages,&amp;quot; and &amp;quot;participants in both conditions were invited to receive training-specific informational and interactive text messages for 6 months&amp;quot; (Interventions). The trial&#039;s own results suggest why this matters. The benefit on depression symptoms &amp;quot;was maintained at 6 months,&amp;quot; including &amp;quot;lower likelihood of elevated depression... over the full study period,&amp;quot; while &amp;quot;the benefit of the training on occupational problems did not extend past 1 month&amp;quot; (Results, Discussion). The pattern is suggestive rather than proven, but it points the same direction: the outcome supported by six months of reinforcement held; the one without it faded.&lt;br /&gt;
&lt;br /&gt;
The same research programme has since built sustained contact even further into its next study. A currently active trial, &amp;quot;Career Enhancement Training Study Delivered Across Career Phases&amp;quot; (University of Rochester, Wyman, PI), asks participants to &amp;quot;complete a survey today... and another survey at 6 and 12 months,&amp;quot; with &amp;quot;informational text messages (approximately 1 per week) that reinforce training concepts&amp;quot; across the full year. This is worth noting plainly: it is a live study with no outcome data yet, so it cannot be cited as evidence of effect. What it shows is a deliberate design choice — the same team choosing to extend touchpoints across a full year rather than treating one training block as sufficient.&lt;br /&gt;
&lt;br /&gt;
There is a useful, if less rigorous, way to describe what consistency is protecting against. List (2022), writing for a general audience rather than presenting original research, calls it a &amp;quot;voltage drop&amp;quot;: &amp;quot;when a seemingly promising idea loses efficacy or profitability as it expands.&amp;quot; That is not evidence specific to network health, but it names the failure mode consistency exists to prevent: an intervention that works once and then quietly stops working as time, distance, or scale erodes it.&lt;br /&gt;
&lt;br /&gt;
Two things should be said plainly. First, both the finished trial and the design logic behind it come from one research group; there is no independent replication of &amp;quot;booster plus months of reinforcement&amp;quot; as a mechanism. Second, the 2020 trial&#039;s own data show that sustained contact did not rescue every outcome — occupational problems faded regardless. Consistency appears to help, but the evidence here does not show it as a guarantee.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Context: Consistency in Schools&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Schools cannot rely on a single well-run assembly or workshop; the evidence points to sustained delivery across years. Wyman&#039;s (2014) developmental model is explicitly staged over a child&#039;s school career: &amp;quot;(1) childhood programs to strengthen a broad set of self-regulation processes... through family and school-based programs, followed by (2) adolescent programs that leverage system-level influences (e.g., peer norms)&amp;quot; (p. S253). This is consistency built into the sequence itself, not a single intervention repeated unchanged. Implementation research reinforces the same point at the level of delivery quality: Santiago-Rosario et al. (2023) find that &amp;quot;Tier 1 PBIS implemented with fidelity improves valued outcomes like student social, emotional, behavioral, and mental health, academic achievement, and attendance&amp;quot; (p. 8) the qualifier &amp;quot;with fidelity&amp;quot; is doing real work, since a framework applied inconsistently is not the same programme as one sustained properly, even if the materials are identical.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Context: Consistency among Remote Workers in IT and Technology&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
For distributed software teams, consistency cannot mean merely staying on the same team for a long time, because duration alone does not appear to build trust. Herbsleb and Mockus (2003) followed two distributed departments for years and found no improvement: &amp;quot;high levels of interdependence were maintained for the entire 2.5 - 3.5 years, showing no consistent reduction&amp;quot; in the coordination problems distance caused (Discussion). Distant colleagues still reported markedly less &amp;quot;teamness&amp;quot; than local ones, a gap the authors trace to how &amp;quot;distance interfered with the usual stages by which individuals become coherent groups or teams&amp;quot; (Discussion) despite years of continuous working contact. This suggests consistency requires the right kind of repeated contact, not simply a long-running team roster; no study in this population has tested whether a Wingman-Connect-style deliberate touchpoint schedule, rather than passive tenure, would close that gap.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;References&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
List, J. A. (2022, April 19). &#039;&#039;The five vital signs of a scalable idea and how to avoid a voltage drop&#039;&#039;. Behavioral Scientist. &amp;lt;nowiki&amp;gt;https://behavioralscientist.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Santiago-Rosario, M. R., McIntosh, K., Izzard, S., Cohen Lissman, D., &amp;amp; Calhoun, E. (2023). &#039;&#039;Is positive behavioral interventions and supports (PBIS) an evidence-based practice?&#039;&#039; Center on PBIS, University of Oregon.&lt;br /&gt;
&lt;br /&gt;
University of Rochester, Department of Psychiatry. (2025). &#039;&#039;Consent form: Career enhancement training study delivered across career phases&#039;&#039; (STUDY00008549) [Clinical trial consent document]. ClinicalTrials.gov identifier NCT05967364.&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Evidence-Based_Methodology&amp;diff=809</id>
		<title>Evidence-Based Methodology</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Evidence-Based_Methodology&amp;diff=809"/>
		<updated>2026-07-22T01:49:43Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: new writeup&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
[[File:18 Evidence of Impact.mp4|thumb|Dr Peter Wyman, in interview with Tim McGowan, says that rigorously tested programs that follow key findings of evidence offer our best chances of success in prevention. ]]&lt;br /&gt;
Evidence-based methodology means treating a programme&#039;s impact as a question to test, not an assumption to repeat. A design can look sound on paper and still fail once measured, so the commitment is to keep measuring, not to stop once a plausible theory is in place.&lt;br /&gt;
&lt;br /&gt;
Wyman et al. (2020) built this commitment into the Wingman-Connect trial from the outset. The study was not a simple before-and-after check: it was &amp;quot;conducted from October 2017 to October 2019&amp;quot; as a trial with an active comparison condition, and its stated aims went beyond outcomes alone. &amp;quot;The primary hypothesis tested was that Wingman-Connect would reduce suicidal ideation, depression symptoms, and job-related problems. A secondary objective was testing the guiding network health theoretical model&amp;quot; (Methods). That second aim matters: the trial was designed to test whether the proposed mechanism was real, not only whether the numbers moved.&lt;br /&gt;
&lt;br /&gt;
The results honoured that distinction. Rather than stopping at &amp;quot;it worked,&amp;quot; the authors traced why: &amp;quot;participants&#039; perceptions of being embedded in a more cohesive, healthy class accounted for significant portions of Wingman-Connect&#039;s impact on reducing suicidal ideation and depression symptoms&amp;quot; (Results). Evidence-based methodology, on this model, means testing the theory of change itself, not just its endpoint.&lt;br /&gt;
&lt;br /&gt;
This same commitment shows up in an unrelated setting, evidencing that it is a methodology and not a single result. McNeill et al. (2024) evaluated a graduate nursing course on evidence-based practice using a validated instrument before and after teaching, and reported that &amp;quot;the results indicated a significant difference pre vs post course in the areas of EBP use... EBP Skill... and EBP Communication.&amp;quot; But they did not stop at the positive result: the same data showed that &amp;quot;22 out of the 24 students that reported feeling overwhelmed by the course were MSN students,&amp;quot; and the authors concluded plainly that &amp;quot;the facilitation, evaluation, and redesign of EBP curriculum need to be informed by data gathered from formal assessments.&amp;quot; A programme that works overall can still surface a problem in the same measurement; evidence-based methodology means acting on both findings, not just the favourable one.&lt;br /&gt;
&lt;br /&gt;
Two honest caveats belong here, and naming them is itself part of the methodology. The Wingman-Connect trial is a randomized design and carries strong evidentiary weight, but it comes from a single research programme. The McNeill et al. study is a single-cohort, pre-post design with no control group, a weaker tier of evidence than a trial; its conclusion about curriculum should be read as a prompt for further testing, not as settled fact. Grading the strength of evidence, rather than treating all findings as equal, is not a footnote to evidence-based methodology. It is the methodology.&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;Context: Evidence-Based Methodology in Schools&#039;&#039;&#039; ====&lt;br /&gt;
Schools need a way to judge whether a claimed evidence base actually meets the standard, not just whether it sounds plausible. Santiago-Rosario et al. (2023) provide exactly this for one common schoolwide framework, concluding after systematic review that &amp;quot;PBIS can be designated an evidence-based practice for reducing exclusionary discipline and improving social, emotional, and behavioral outcomes&amp;quot; (p. 1). That is a formal grading of evidence strength, not a general endorsement. The same standard applies to network-based prevention: Wyman (2014) reports that &amp;quot;training for high school student peer leaders to prepare them to modify norms through their natural social networks (Sources of Strength) has increased schoolwide help-seeking acceptability, coping norms, and engagement of adults to help suicidal peers&amp;quot; (p. S254) — a specific, tested claim, not an assumption. A school adopting either framework should expect this same level of documented evidence, not take effectiveness on faith.&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;Context: Evidence-Based Methodology among Remote Workers in IT and Technology&#039;&#039;&#039; ====&lt;br /&gt;
No network-health programme for IT or software teams has been tested with a trial design comparable to Wingman-Connect&#039;s, so evidence-based methodology here means being honest about what standard of proof exists rather than borrowing one from elsewhere. The closest available evidence is observational rather than experimental. Yang et al. (2022) used a large natural experiment, not a randomized trial, to show that &amp;quot;firm-wide remote work caused the collaboration network of workers to become more static and siloed, with fewer bridges between disparate parts&amp;quot; (Abstract). That finding is credible and large-scale, but it documents an effect of remote work, not the impact of any specific intervention designed to counter it. Applying a network-health programme to distributed IT teams without testing it against this same bar — a comparison condition, a measured mechanism, replication beyond one firm — would be exactly the kind of unevidenced adoption this finding warns against.&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;References&#039;&#039;&#039; ====&lt;br /&gt;
McNeill, C., George, N., Stephens, U., &amp;amp; Walker, T. (2024). Teaching evidence-based practice to MSN, DNP and PhD students: Lessons learned. &#039;&#039;ABNFF Journal, 1&#039;&#039;(1), 53–60.&lt;br /&gt;
&lt;br /&gt;
Santiago-Rosario, M. R., McIntosh, K., Izzard, S., Cohen Lissman, D., &amp;amp; Calhoun, E. (2023). &#039;&#039;Is positive behavioral interventions and supports (PBIS) an evidence-based practice?&#039;&#039; Center on PBIS, University of Oregon.&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Yang, L., Holtz, D., Jaffe, S., Suri, S., Sinha, S., Weston, J., Joyce, C., Shah, N., Sherman, K., Hecht, B., &amp;amp; Teevan, J. (2022). The effects of remote work on collaboration among information workers. &#039;&#039;Nature Human Behaviour, 6&#039;&#039;, 43–54. &amp;lt;nowiki&amp;gt;https://doi.org/10.1038/s41562-021-01196-4&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Ecological_Validity&amp;diff=808</id>
		<title>Ecological Validity</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Ecological_Validity&amp;diff=808"/>
		<updated>2026-07-22T01:48:25Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: New writeup&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
[[File:Ecological Validity.mp4|thumb|Dr Peter Wyman, in interview with Tim McGowan, describes the key finding that Ecological Validity is critical to preventative mental health care interventions.]]&lt;br /&gt;
Ecological validity means an intervention has to work the way the real group actually works, not the way a tidy protocol assumes it should. A training exercise can be well designed in principle and still fail once it meets an intact team, because the team already has its own habits, hierarchy, and culture that the exercise never accounted for.&lt;br /&gt;
&lt;br /&gt;
This is not just a design preference; it is a documented failure mode. Discussing an unrelated military skills programme, Wyman et al. (2020) note that &amp;quot;investigators of the Royal Air Force study noted that cognitive training may lack ecological validity without addressing unit functioning&amp;quot; (Introduction). In plain terms, teaching someone a skill in isolation does not help if the group around them still runs on the old norms; the skill has nowhere to land.&lt;br /&gt;
&lt;br /&gt;
Wingman-Connect was built specifically to avoid that failure, and its own construction shows what ecological validity looks like in practice. Rather than importing an existing programme unchanged, the developers started from one that worked elsewhere and deliberately reshaped it: &amp;quot;Wingman-Connect was developed... by adapting a suicide prevention program used in public education settings (Sources of Strength),&amp;quot; and, critically, &amp;quot;group training for units was selected to align with Air Force culture, a departure from the Sources of Strength model of training selected opinion leaders&amp;quot; (Wyman et al., 2020, Methods). The original school-based model worked by training influential student leaders; the military version abandoned that structure entirely, because Air Force culture does not organise itself around informal student opinion leaders the way a school does. Ecological validity, here, meant changing the delivery mechanism itself to match the population, not just translating the language of the materials.&lt;br /&gt;
&lt;br /&gt;
The trial&#039;s own conclusions treat this redesign as central to why it worked, not incidental to it. The authors state plainly that &amp;quot;group training that builds cohesive, healthy military units is promising for upstream suicide prevention and may be essential for ecological validity&amp;quot; (Wyman et al., 2020, Abstract), and in their discussion they go further: &amp;quot;an innovation of Wingman-Connect was training in natural organizational units,&amp;quot; and this approach &amp;quot;may be critical for ecological validity of military suicide prevention programs... and for transfer of skills into the organizational culture&amp;quot; (Wyman et al., 2020, Discussion). The claim being made is specific: it is training delivered through the unit&#039;s own existing structure, rather than through an imported curriculum layered on top of it, that allows the skills learned in training to actually persist once training ends.&lt;br /&gt;
&lt;br /&gt;
This case is instructive precisely because it is a single, well-documented example rather than a broad literature. Wingman-Connect demonstrates what ecological validity requires, genuine structural adaptation to a population&#039;s real social organisation, but the evidence for this principle again comes from one research group&#039;s work with military populations, and has not been tested as a general design rule across other settings.&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;Context: Ecological Validity in Schools&#039;&#039;&#039; ====&lt;br /&gt;
Schools are where the ecologically valid design that Wingman-Connect later adapted originated. Wyman (2014) frames schools as &amp;quot;normative social systems... settings for universal interventions&amp;quot; that &amp;quot;serve the broadest populations&amp;quot; (p. S252), precisely because a school already has its own dense peer structure that an intervention can work through rather than compete with. The Sources of Strength model, which Wingman-Connect departed from for military culture, was itself built around this fit: training &amp;quot;high school student peer leaders to prepare them to modify norms through their natural social networks&amp;quot; (Wyman, 2014, p. S254). The lesson Wingman-Connect&#039;s redesign makes explicit in hindsight is that this peer-leader structure was not incidental; it was the specific feature that made the school version ecologically valid, and any future adaptation of it should treat that structure as load-bearing, not decorative.&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;Context: Ecological Validity among Remote Workers in IT and Technology&#039;&#039;&#039; ====&lt;br /&gt;
No study has tested whether a network-cohesion intervention like Wingman-Connect retains ecological validity when delivered to a distributed software team, so this section can only flag the risk, not resolve it. The same caution Wyman et al. (2020) raise about training that &amp;quot;may lack ecological validity without addressing unit functioning&amp;quot; applies directly here, because distributed teams function differently from colocated ones in ways that are well documented. Herbsleb and Mockus (2003) found that developers separated across sites report markedly less &amp;quot;teamness,&amp;quot; a gap tied to how &amp;quot;distance interfered with the usual stages by which individuals become coherent groups or teams&amp;quot; (Discussion). A cohesion-building programme designed for an in-person team and delivered unchanged to a distributed one would risk exactly this failure; it has not been tested either way.&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;References&#039;&#039;&#039; ====&lt;br /&gt;
Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Theory&amp;diff=807</id>
		<title>Theory</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Theory&amp;diff=807"/>
		<updated>2026-07-22T01:46:26Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: Updated the brief description given for each heading.&lt;/p&gt;
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&lt;div&gt;&lt;br /&gt;
== Key Findings in Social Network Health ==&lt;br /&gt;
These 14 findings are critical to developing a mature approach to strengthening social networks in a community.  Among the key findings, we currently identify ten that require implementation action and four findings are direct community health measurements. The number of key findings we describe may change as further research and implementation reveal new insights over time.   &lt;br /&gt;
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{{Colored box&lt;br /&gt;
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| title = Key Action Findings&lt;br /&gt;
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| content = === Key Action Findings: ===&lt;br /&gt;
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==== &#039;&#039;&#039;Prevention: &#039;&#039;&#039; ====&lt;br /&gt;
A Network Health Case for Upstream Intervention in Social Systems: Effective prevention builds protective factors and healthy social norms for individuals and the community around them. Network health approaches do this by working through the group: strengthening youth-adult connections school-wide, giving more influence on young people who cope well, and building schools that are protective by design.&lt;br /&gt;
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Dive in: [[Prioritizing Prevention]]&lt;br /&gt;
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==== &#039;&#039;&#039;Ecological Validity:&#039;&#039;&#039; ====&lt;br /&gt;
Designing Prevention Through the Group&#039;s Own Structure, Not Around It: A programme has to work the way the group it&#039;s for actually works, not the way an imported curriculum assumes it should. Wingman-Connect shows what this looks like in practice: adapting an existing model meant redesigning its delivery mechanism to fit military culture, not simply translating its content, because a programme transplanted unchanged rarely survives contact with a different social structure.&lt;br /&gt;
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Dive in: [[Ecological Validity]]&lt;br /&gt;
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==== Evidence-Based Methodology: ====&lt;br /&gt;
Testing the Theory of Change, Not Just Its Outcome: Social Network Health approaches require an ongoing commitment to test not just whether a programme works, but why. The Wingman-Connect trial modelled this directly, tracing its effect back to class cohesion itself rather than assuming the theory behind it was correct, and the same standard should apply to every claim this project makes, including its own.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Evidence-Based Methodology]]&lt;br /&gt;
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==== &#039;&#039;&#039;Consistency: &#039;&#039;&#039; ====&lt;br /&gt;
Sustained Contact as the Mechanism That Prevents Effects from Fading: Social Network Approaches require long-term commitment to sustained contact, not a single well-run delivery. Wingman-Connect built this in directly, pairing its training with months of reinforcing contact, and the outcome that had this reinforcement held at six months, while the one without it faded within weeks. Consistent, ongoing engagement is what keeps a programme&#039;s effects from wearing off.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Consistency]]&lt;br /&gt;
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==== Discovery: ====&lt;br /&gt;
Recognising Distributed Strengths as a Protective Mechanism: Discovery is the mechanism by which a group makes strengths visible to each other, not just to the individual who has them, a strength becomes real to a community when it&#039;s seen in action, not only when it&#039;s known privately. When everyone&#039;s competencies are recognised this way, the group becomes aware of its own collective capability, and that shared awareness itself functions as a protective factor.&lt;br /&gt;
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Dive in: [[Discovery]]&lt;br /&gt;
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==== &#039;&#039;&#039;Whole Community&#039;&#039;&#039;:  ====&lt;br /&gt;
Population-Level Reach as the Mechanism of Population-Level Effect: A Whole Community approach means inviting everyone to participate, not only those identified as at risk, because population-level outcomes require population-level reach. Wyman et al. (2023) tested this directly across 78 high schools, delivering a universal programme to entire student populations rather than selected individuals, and found a promising reduction in suicide deaths. The same logic held in Wingman-Connect, which trained whole units together rather than screening individuals for risk.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Whole Community]]&lt;br /&gt;
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==== Peer Influence: ====  &lt;br /&gt;
A Channel That Spreads Whatever Travels Through It: Peer-influenced activities work through relationships and communities people already have, rather than introducing an outside channel of influence. This channel is not inherently protective, it spreads whatever travels through it, whether that&#039;s risk from struggling peers or protective norms from trained peer leaders. Peer influence, done well, means directing the influence people already have on each other, not creating something new.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Peer-influenced|Peer Influence]]&lt;br /&gt;
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==== &#039;&#039;&#039;Mentoring: &#039;&#039;&#039; ====&lt;br /&gt;
The Deliberate Transfer Relationship Inside Network Health: Mentoring is the deliberate transfer relationship inside network health: an experienced person guiding a less experienced one, through listening, sharing, and connecting. It appears both as a safeguard around peer-led programmes and as a trained protective factor in its own right, something a community can build and measure deliberately, not simply hope happens on its own.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Mentoring]]&lt;br /&gt;
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==== Active/Experiential Learning: ====&lt;br /&gt;
A Documented Design Choice, Not Yet a Tested Mechanism: High-energy, hands-on activities are the delivery method both Wingman-Connect and a separate evidence-based practice course chose, and both reported good outcomes using it. But neither study isolated active learning as its own variable, comparing the same content delivered passively against delivering it actively. Active learning is a documented design pattern behind good outcomes here, not yet a proven cause of them.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Active Learning]]&lt;br /&gt;
&lt;br /&gt;
Notes: We are preferring Active Learning to experiential learning because it&#039;s a more modern and recognizable term and it is more common to find the term in supporting evidence.&lt;br /&gt;
&lt;br /&gt;
==== Personally Meaningful Sharing: ====&lt;br /&gt;
Self-Disclosure as a Mechanism for Closeness: Personally meaningful sharing works through a specific structure: closeness builds when disclosure escalates gradually and is reciprocated, not from open-ended sharing alone. The act of sharing something real appears to help produce closeness, not just signal it already exists, but only when it&#039;s met with attentive, validating response rather than indifference.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Deep conversations|Deep Conversations]]&lt;br /&gt;
}}&lt;br /&gt;
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{{Colored box&lt;br /&gt;
| icon = Tiny_logo_x1.png&lt;br /&gt;
| background-title-color = #36c&lt;br /&gt;
| title = Key Outcome Findings&lt;br /&gt;
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| content = === Key Outcome Findings: ===&lt;br /&gt;
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==== &#039;&#039;&#039;Group Cohesion:&#039;&#039;&#039; ====&lt;br /&gt;
The Mechanism, Not the Byproduct: Group cohesion isn&#039;t a pleasant side effect of a good programme, it&#039;s the tested mechanism behind the effect itself. A measured increase in how connected a group felt statistically accounted for the programme&#039;s impact on wellbeing, and the same pattern held independently in naturally occurring peer networks with no programme at all. Cohesion protects by exerting a real pull toward a group&#039;s healthy norms, not just by feeling supportive.&lt;br /&gt;
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Dive in: [[Group cohesion|Group Cohesion]]&lt;br /&gt;
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==== &#039;&#039;&#039;Connection to Guidance:&#039;&#039;&#039; ====&lt;br /&gt;
Isolation from Trusted Adults as an Active Risk Factor: Isolation from a trusted adult isn&#039;t a neutral gap, it&#039;s a measured risk factor in its own right, and attempt rates rise where more students lack this connection. The protective effect is strongest when it&#039;s shared across a friendship group, not held by one person alone, and it isn&#039;t fixed by circumstance: deliberate training measurably increases how many trusted adults students identify.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Connection to Guidance]]&lt;br /&gt;
==== &#039;&#039;&#039;Belonging:&#039;&#039;&#039; ====&lt;br /&gt;
A Need Defined by Frequency, Stability, and Quality Together: Belonging isn&#039;t simply a feeling of acceptance; it requires both frequent contact and a stable, ongoing relationship together, and neither alone is enough. What protects people is the quality of connection, not just its frequency, and when the need goes unmet, the consequences are measurable harm to health, not mild discomfort.&lt;br /&gt;
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Dive in: [[Belonging]]&lt;br /&gt;
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==== &#039;&#039;&#039;Help Seeking:&#039;&#039;&#039; ====&lt;br /&gt;
A Norm That Diffuses Through a Network, Not an Individual Trait: Help-seeking isn&#039;t simply a personal decision; it&#039;s a norm that spreads through a network. Shifting attitudes in a small, trained group measurably shifted the whole population&#039;s norms, with the largest gains landing on students already showing signs of distress. The mechanism is structural, not just attitudinal: people seek help when a trusted adult is genuinely reachable, not simply when told it&#039;s acceptable.&lt;br /&gt;
&lt;br /&gt;
Dive in: [[Help-Seeking Behaviors|Help Seeking]]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
== Commentary on Key Findings: ==&lt;br /&gt;
To summarize the key findings in brief: &lt;br /&gt;
&lt;br /&gt;
Preventative care is one category within a holistic integrated system of care.  Simplistically and fundamentally, it is critically important to address both Preventative and Emergency care within an integrated system.  Many social factors increase the risk of developing a mental health condition. However, focusing on reactive treatment of those factors is not the most efficient way to reduce the onset of mental health conditions. Instead, building protective factors across a community, which results in a widespread sense of belonging, appears to be extremely effective in reducing risk factors. &lt;br /&gt;
&lt;br /&gt;
The makeup of a healthy school environment is unique to every school.  A healthy school environment cannot be duplicated by simply following a written manual or video series and/or taking a one-time training. Building a healthy culture needs to be intentionally approached by developing ecologically valid skills and practices that are unique to each community. Research has shown that the time spent building healthy connections and protective factors tends to provide a reduction in suicide ideation, social pruning, documented disciplinary incidents, and health and wellbeing of the entire community.&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
	</entry>
	<entry>
		<id>https://toolkit.socialnetwork.health/w/index.php?title=Prioritizing_Prevention&amp;diff=806</id>
		<title>Prioritizing Prevention</title>
		<link rel="alternate" type="text/html" href="https://toolkit.socialnetwork.health/w/index.php?title=Prioritizing_Prevention&amp;diff=806"/>
		<updated>2026-07-22T01:40:22Z</updated>

		<summary type="html">&lt;p&gt;ShoaibIqbal: Fully rewrite&lt;/p&gt;
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&lt;div&gt;[[File:Universal Prevention.mp4|thumb|Dr Peter Wyman describes the import of prioritizing universal approaches to prevention for community mental health.]]&lt;br /&gt;
Prevention works best when it changes the environment people already belong to, rather than waiting to find and treat people once they are already struggling. This is the central argument behind network health approaches to suicide prevention: instead of screening individuals for risk, they strengthen the relationships and group bonds that already exist in a school, workplace, or team. &lt;br /&gt;
[[File:Prevention or Intervention.mp4|thumb|Dr Peter Wyman explains that a &amp;quot;preventatative intervention&amp;quot; that engages a community as a whole and creates natural networks through shared experience can build protective factors into the community.|left]]&lt;br /&gt;
Wyman (2014) frames this as a shift toward &amp;quot;upstream&amp;quot; prevention, &amp;quot;modifying... risk and protective processes—before the emergence of suicidal behaviour,&amp;quot; a design that &amp;quot;stands in contrast to current youth suicide prevention programming focused on identifying and treating individuals who are already suicidal or at high risk by training adult gatekeepers and screening&amp;quot; (p. S252). The case for this shift is not only conceptual. Wyman (2014) points to specific limits on identify-and-treat strategies, including &amp;quot;limited ability to identify specific individuals who will die by suicide&amp;quot; and &amp;quot;limited evidence that use of usual mental health treatment services will reduce suicide risk&amp;quot; (p. S252). Because these limits are structural, no improvement to an individual-level service resolves them; the population that needs protecting is always larger than the population any screening process will flag. &lt;br /&gt;
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This is why network health approaches treat the group itself, not the individual, as the target of intervention. In Wyman&#039;s (2014) words, &amp;quot;system-level interventions modify social-ecologic contexts, which have risk-protective effects above and beyond individual factors&amp;quot; (p. S252), in plain terms, making a class, team, or unit more cohesive protects everyone in it, including people no one has flagged as at risk. &lt;br /&gt;
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This logic was tested directly. A cluster randomized trial of the Wingman-Connect programme worked with intact U.S. Air Force training classes rather than individually selected trainees, aiming to &amp;quot;target natural organizational groups to strengthen bonds, cohesion, and adaptive coping norms&amp;quot; (Wyman et al., 2020, Introduction). Benefits were &amp;quot;distributed across personnel with different levels of those problems at baseline,&amp;quot; evidence that &amp;quot;diverse personnel benefited from the program illustrates a strength of a universal prevention strategy for military populations with members at low risk and others at higher risk who may not seek mental health services&amp;quot; (Wyman et al., 2020, Discussion). Because the training was built into ordinary occupational skills rather than run alongside them, the authors conclude that &amp;quot;universal prevention programs that support operational and suicide prevention objectives are more likely to be sustained&amp;quot; (Wyman et al., 2020, Discussion). Mediation analysis confirmed that cohesion itself carried the effect: &amp;quot;participants&#039; perceptions of being embedded in a more cohesive, healthy class accounted for significant portions of Wingman-Connect&#039;s impact on reducing suicidal ideation and depression symptoms&amp;quot; (Wyman et al., 2020, Results). &lt;br /&gt;
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==== &#039;&#039;&#039;Context: Prevention in Schools&#039;&#039;&#039; ====&lt;br /&gt;
Schools matter to prevention because childhood and adolescence are the years when most future risk takes shape. Wyman (2014) notes that &amp;quot;approximately one half of emotional and behavioral disorders that are well-defined risk factors for suicide have onset of symptoms by age 14 years&amp;quot; (p. S252). His model works in two stages: building self-regulation early through &amp;quot;family and school-based programs,&amp;quot; then, in adolescence, working through &amp;quot;peer norms&amp;quot; already present in the school (Wyman, 2014, p. S253). In practice, this has meant training student peer leaders to &amp;quot;modify norms through their natural social networks,&amp;quot; which &amp;quot;has increased schoolwide help-seeking acceptability, coping norms, and engagement of adults to help suicidal peers&amp;quot; (Wyman, 2014, p. S254). As a whole-school foundation for this kind of work, Positive Behavioral Interventions and Supports improves school climate and behaviour broadly (Santiago-Rosario et al., 2023), though it has not been tested as a suicide-prevention measure specifically.&lt;br /&gt;
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==== &#039;&#039;&#039;Context: Prevention among Remote Workers in IT and Technology&#039;&#039;&#039; ====&lt;br /&gt;
No trial has tested a network-cohesion prevention programme with software teams, so this extends the same logic to a population studied only for its risk, not its remedy. Distributed software development shows what erodes when a team splits across sites: work spanning more than one location &amp;quot;take about two and one-half times as long to complete&amp;quot; as collocated work (Herbsleb &amp;amp; Mockus, 2003, Abstract), and separated developers report markedly less &amp;quot;teamness,&amp;quot; a gap the authors link to distance disrupting &amp;quot;the usual stages by which individuals become coherent groups or teams&amp;quot; (Herbsleb &amp;amp; Mockus, 2003, Discussion). A large study of Microsoft staff found remote work &amp;quot;caused larger increases for engineers than non-engineers&amp;quot; in messaging and calls, &amp;quot;reflective of the fact that software development teams are particularly reliant on informal communication&amp;quot; once carried face to face (Yang et al., 2022, Results), the cohesion Wingman-Connect targets, untested here.&lt;br /&gt;
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==== &#039;&#039;&#039;References&#039;&#039;&#039; ====&lt;br /&gt;
Herbsleb, J. D., &amp;amp; Mockus, A. (2003). An empirical study of speed and communication in globally distributed software development. &#039;&#039;IEEE Transactions on Software Engineering, 29&#039;&#039;(6), 481–494. &amp;lt;nowiki&amp;gt;https://doi.org/10.1109/TSE.2003.1205177&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Santiago-Rosario, M. R., McIntosh, K., Izzard, S., Cohen Lissman, D., &amp;amp; Calhoun, E. (2023). &#039;&#039;Is positive behavioral interventions and supports (PBIS) an evidence-based practice?&#039;&#039; Center on PBIS, University of Oregon. &amp;lt;nowiki&amp;gt;https://www.researchgate.net/publication/375487373_Is_Positive_Behavioral_Interventions_and_Supports_PBIS_an_Evidence-Based_Practice&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Wyman, P. A. (2014). Developmental approach to prevent adolescent suicides: Research pathways to effective upstream preventive interventions. &#039;&#039;American Journal of Preventive Medicine, 47&#039;&#039;(3, Suppl. 2), S251–S256. &amp;lt;nowiki&amp;gt;https://doi.org/10.1016/j.amepre.2014.05.039&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Wyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk-Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal-Walden, T., Linkh, D. J., Matteson, A., Simonson, J., &amp;amp; Pflanz, S. E. (2020). Effect of the Wingman-Connect upstream suicide prevention program for Air Force personnel in training: A cluster randomized clinical trial. &#039;&#039;JAMA Network Open, 3&#039;&#039;(11), e2022532. &amp;lt;nowiki&amp;gt;https://doi.org/10.1001/jamanetworkopen.2020.22532&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
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Yang, L., Holtz, D., Jaffe, S., Suri, S., Sinha, S., Weston, J., Joyce, C., Shah, N., Sherman, K., Hecht, B., &amp;amp; Teevan, J. (2022). The effects of remote work on collaboration among information workers. &#039;&#039;Nature Human Behaviour, 6&#039;&#039;, 43–54. &amp;lt;nowiki&amp;gt;https://doi.org/10.1038/s41562-021-01196-4&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>ShoaibIqbal</name></author>
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