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Mental Health via Writing
TopicLeading institutions, researchers & key papers
This cluster of papers focuses on the analysis of psychological language in social media, particularly related to emotional disclosure, mental health, and expressive writing. It involves the use of natural language processing and machine learning techniques to detect and understand patterns of depression, suicidal ideation, and other mental health indicators in online communication.
113
Works
IDs:OpenAlex
How has Mental Health via Writing's publication output changed over time?
ScholarIQpublication output · 2013–2025
Output grew0% over the shown period — from 1 works in 2013 to 1 in 2025.
1
1
1
1
1
5
2
2
1
201320142015201720182020202120222025
What are the most-cited papers on Mental Health via Writing?
ScholarIQmost cited works
Detecting depression and mental illness on social media: an integrative review
Sharath Chandra Guntuku, David B. Yaden, Margaret L. Kern, Lyle Ungar, Johannes C. Eichstaedt
S2764598273. 2017736 Citations
Facebook language predicts depression in medical records
Johannes C. Eichstaedt, Robert J. Smith, Raina M. Merchant, Lyle Ungar, Patrick Crutchley, Daniel Preoțiuc-Pietro, David A. Asch, H. Andrew Schwartz
Proceedings of the National Academy of Sciences. 2018683 CitationsOPEN ACCESS
Psychological Language on Twitter Predicts County-Level Heart Disease Mortality
Johannes C. Eichstaedt, Hansen Andrew Schwartz, Margaret L. Kern, Gregory Park, Darwin R. Labarthe, Raina M. Merchant, Sneha Jha, Megha Agrawal, Lukasz Dziurzynski, Maarten Sap, Christopher Weeg, Emily Larson, Lyle Ungar, Martin E. P. Seligman
S58854535. 2015513 Citations
Automated assessment of psychiatric disorders using speech: A systematic review
Daniel M. Low, Kate H. Bentley, Satrajit Ghosh
Laryngoscope Investigative Otolaryngology. 2020509 CitationsOPEN ACCESS
Towards Assessing Changes in Degree of Depression through Facebook
H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Gregory Park, Maarten Sap, David Stillwell, Michał Kosiński, Lyle Ungar
2014261 CitationsOPEN ACCESS
Where is Mental Health via Writing research published, and who funds it?
ScholarIQvenues & funding sources
TOP JOURNALS
S2764598273736
S58854535513
S2490693980248
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock
How much of the research on Mental Health via Writing is open access?
ScholarIQopen access share
67%OPEN ACCESS
Gold
40%
Green
20%
Hybrid
0%
Bronze
7%
Closed
33%
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Detecting depression and mental illness on social media: an integrative review
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