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Most cited papers in Mental Health via Writing

What are the most cited papers in Mental Health via Writing?

The most cited paper in Mental Health via Writing is "The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods" (Yla Tausczik, James W. Pennebaker, 2009), with 5,900 citations. Next come "SANRA—a scale for the quality assessment of narrative review articles" (2,934) and "Mental health problems and social media exposure during COVID-19 outbreak" (2,823).

Showing 50 of 100 papers. Every paper with more than 539 citations is listed.

Most cited papers, sortable by citations and release date
#Paper
1 The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods Yla Tausczik, James W. Pennebaker · Journal of Language and Social Psychology 8 Dec 2009 5,900
2 SANRA—a scale for the quality assessment of narrative review articles Christopher Baethge, Sandra Goldbeck-Wood, Stephan Mertens · Research Integrity and Peer Review ReviewOpen access 26 Mar 2019 2,934
3 Mental health problems and social media exposure during COVID-19 outbreak Junling Gao, Pinpin Zheng, Yingnan Jia et al. · PLoS ONE Open access 16 Apr 2020 2,823
4 Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial Kathleen Kara Fitzpatrick, Alison M. Darcy, Molly Vierhile · JMIR Mental Health Open access 6 Jun 2017 2,801
5 Cross-national prevalence and risk factors for suicidal ideation, plans and attempts Matthew K. Nock et al. · The British Journal of Psychiatry Open access 31 Jan 2008 2,701
6 Psychological Aspects of Natural Language Use: Our Words, Our Selves James W. Pennebaker, Matthias R. Mehl, Kate G. Niederhoffer · Annual Review of Psychology Review 23 Dec 2002 2,647
7 “Mental health literacy”: a survey of the public's ability to recognise mental disorders and their beliefs about the effectiveness of treatment Anthony Francis Jorm, Ailsa E. Korten, Patricia A. Jacomb et al. · The Medical Journal of Australia Feb 1997 2,611
8 Writing About Emotional Experiences as a Therapeutic Process James W. Pennebaker · Psychological Science May 1997 2,502
9 Psychological autopsy studies of suicide: a systematic review Jonathan Cavanagh, Alan J Carson, Michael Sharpe et al. · Psychological Medicine Apr 2003 2,228
10 Linguistic Inquiry and Word Count (LIWC) Cindy K. Chung, James W. Pennebaker · IGI Global eBooks Book chapter 2012 2,214
11 Mental health literacy Anthony Francis Jorm · The British Journal of Psychiatry Open access Nov 2000 2,024
12 The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users Sijia Li, Yilin Wang, Jia Xue et al. · International Journal of Environmental Research and Public Health Open access 19 Mar 2020 1,905
13 Linguistic styles: Language use as an individual difference. James W. Pennebaker, Laura A. King · Journal of Personality and Social Psychology 1999 1,861
14 Predicting Depression via Social Media Munmun De Choudhury, Michael Gamon, Scott Counts et al. · Proceedings of the International AAAI Conference on Web and Social Media Conference paperOpen access 3 Aug 2021 1,617
15 Stigma, Mental Health, and Resilience in an Online Sample of the US Transgender Population Walter O. Bockting, Michael H. Miner, Rebecca E. Swinburne Romine et al. · American Journal of Public Health Open access 14 Mar 2013 1,548
16 Experimental disclosure and its moderators: A meta-analysis. Joanne Frattaroli · Psychological Bulletin 2006 1,510
17 Forming a story: The health benefits of narrative James W. Pennebaker, Janel D. Seagal · Journal of Clinical Psychology Oct 1999 1,426
18 Establishing and maintaining long-term human-computer relationships Timothy Bickmore, Rosalind W. Picard · ACM Transactions on Computer-Human Interaction Jun 2005 1,328
19 Prevalence of mental health problems during the COVID-19 pandemic: A systematic review and meta-analysis Tianchen Wu, Xiaoqian Jia, Huifeng Shi et al. · Journal of Affective Disorders ReviewOpen access 2 Dec 2020 1,193
20 ASSOCIATION BETWEEN SOCIAL MEDIA USE AND DEPRESSION AMONG U.S. YOUNG ADULTS Liu yi Lin, Jaime E. Sidani, Ariel S. Shensa et al. · Depression and Anxiety Open access 19 Jan 2016 1,129
21 An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study Becky Inkster, Shubhankar Sarda, Vinod Subramanian · JMIR mhealth and uhealth Open access 18 Oct 2018 1,102
22 Advancing the science of symptom management Marylin J. Dodd, Susan L. Janson, Noreen C. Facione et al. · Journal of Advanced Nursing 13 Mar 2001 1,101
23 Social Media Use for Health Purposes: Systematic Review Junhan Chen, Yuan Wang · Journal of Medical Internet Research ReviewOpen access 11 Apr 2021 1,096
24 Chatbots and Conversational Agents in Mental Health: A Review of the Psychiatric Landscape Aditya Nrusimha Vaidyam, Hannah Wisniewski, John David Halamka et al. · The Canadian Journal of Psychiatry Open access 21 Mar 2019 1,081
25 Global, regional, and national burden of suicide mortality 1990 to 2016: systematic analysis for the Global Burden of Disease Study 2016 Mohsen Naghavi · BMJ Open access 6 Feb 2019 1,075
26 Written emotional expression: Effect sizes, outcome types, and moderating variables. Joshua Morrison Smyth · Journal of Consulting and Clinical Psychology 1998 1,050
27 Language use of depressed and depression-vulnerable college students Stephanie S. Rude, Eva‐Maria Gortner, James W. Pennebaker · Cognition & Emotion Dec 2004 1,048
28 Machine learning in mental health: a scoping review of methods and applications Adrian B. R. Shatte, Delyse M. Hutchinson, Samantha J. Teague · Psychological Medicine Open access 12 Feb 2019 1,045
29 A review of depression and suicide risk assessment using speech analysis Nicholas Cummins, Stefan J. Scherer, Jarek Krajewski et al. · Speech Communication 9 Apr 2015 1,030
30 Knowledge Graph Convolutional Networks for Recommender Systems Hongwei Wang, Miao Zhao, Xing Xie et al. Conference paperOpen access 13 May 2019 1,015
31 Cognitive, Emotional, and Language Processes in Disclosure James W. Pennebaker, Martha E. Francis · Cognition & Emotion Nov 1996 1,004
32 Life Event Dimensions of Loss, Humiliation, Entrapment, and Danger in the Prediction of Onsets of Major Depression and Generalized Anxiety Kenneth S. Kendler, John M. Hettema, Frank Butera et al. · Archives of General Psychiatry Aug 2003 981
33 Putting stress into words: Health, linguistic, and therapeutic implications James W. Pennebaker · Behaviour Research and Therapy Jul 1993 977
34 You Are What You Tweet: Analyzing Twitter for Public Health Michael D. Paul, Mark H. Dredze · Proceedings of the International AAAI Conference on Web and Social Media Conference paperOpen access 3 Aug 2021 969
35 Modeling Public Mood and Emotion: Twitter Sentiment and Socio-Economic Phenomena Johan Bollen, Huina Mao, Alberto Pepe · Proceedings of the International AAAI Conference on Web and Social Media Conference paperOpen access 3 Aug 2021 951
36 Delivering interventions for depression by using the internet: randomised controlled trial Helen M Christensen · BMJ 29 Jan 2004 948
37 The disclosure processes model: Understanding disclosure decision making and postdisclosure outcomes among people living with a concealable stigmatized identity. Stephenie R. Chaudoir, Jeffrey D. Fisher · Psychological Bulletin Open access Mar 2010 922
38 Digital Mental Health Interventions for Depression, Anxiety, and Enhancement of Psychological Well-Being Among College Students: Systematic Review Emily G. Lattie, Elizabeth C Adkins, Nathan W. Winquist et al. · Journal of Medical Internet Research ReviewOpen access 14 Jun 2019 908
39 Mental disorders and comorbidity in suicide MARKUS M. HENRIKSSON, Hillevi Marita Aro, MAURI J. MARTTUNEN et al. · American Journal of Psychiatry Jun 1993 869
40 Mental Health Discourse on reddit: Self-Disclosure, Social Support, and Anonymity Munmun De Choudhury, Sushovan De · Proceedings of the International AAAI Conference on Web and Social Media Conference paperOpen access 16 May 2014 857
41 Screening for psychologic distress in ambulatory cancer patients Paul B. Jacobsen, Kristine A. Donovan, Peter C. Trask et al. · Cancer Open access 22 Feb 2005 846
42 Automatic personality assessment through social media language. Gregory Park, H. Andrew Schwartz, johannes Christopher Eichstaedt et al. · Journal of Personality and Social Psychology 3 Nov 2014 831
43 Linguistic Markers of Psychological Change Surrounding September 11, 2001 Michael Cohn, Matthias R. Mehl, James W. Pennebaker · Psychological Science 24 Sep 2004 824
44 Effect of web-based depression literacy and cognitive–behavioural therapy interventions on stigmatising attitudes to depression Kathleen M Griffiths, Helen M Christensen, Anthony Francis Jorm et al. · The British Journal of Psychiatry Open access 30 Sep 2004 816
45 Are Health Behavior Change Interventions That Use Online Social Networks Effective? A Systematic Review Carol Ann Maher, Lucy Kate Lewis, Katia Ferrar et al. · Journal of Medical Internet Research ReviewOpen access 14 Feb 2014 810
46 Twelve-Month Prevalence of and Risk Factors for Suicide Attempts in the World Health Organization World Mental Health Surveys Guilherme Luiz Guimaraes Borges et al. · The Journal of Clinical Psychiatry Open access 23 Aug 2010 806
47 Linguistic predictors of adaptive bereavement. James W. Pennebaker, Tracy J. Mayne, Martha E. Francis · Journal of Personality and Social Psychology 1997 803
48 Linguistic Features Identify Alzheimer’s Disease in Narrative Speech Kathleen Fraser, Jed A. Meltzer, Frank Rudzicz · Journal of Alzheimer s Disease 27 Nov 2015 802
49 The Health Benefits of Writing about Life Goals Laura A. King · Personality and Social Psychology Bulletin Jul 2001 800
50 Toward Efficient and Comprehensive Measurement of the Alcohol Problems Continuum in College Students: The Brief Young Adult Alcohol Consequences Questionnaire Christopher W. Kahler, David R. Strong, Jennifer P. Read · Alcoholism Clinical and Experimental Research Jul 2005 789

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.