Published on in Vol 20, No 4 (2018): April
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/8219, first published
.

Journals
- Feldhege J, Moessner M, Bauer S. Who says what? Content and participation characteristics in an online depression community. Journal of Affective Disorders 2020;263:521 View
- Kim J, Lee J, Park E, Han J. A deep learning model for detecting mental illness from user content on social media. Scientific Reports 2020;10(1) View
- Yao H, Rashidian S, Dong X, Duanmu H, Rosenthal R, Wang F. Detection of Suicidality Among Opioid Users on Reddit: Machine Learning–Based Approach. Journal of Medical Internet Research 2020;22(11):e15293 View
- Thomas J, Prabhu A, Heron D, Beriwal S. Reddit and Radiation Therapy: A Descriptive Analysis of Posts and Comments Over 7 Years by Patients and Health Care Professionals. Advances in Radiation Oncology 2019;4(2):345 View
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- Esmaeilzadeh P, Mirzaei T, Dharanikota S. The impact of data entry structures on perceptions of individuals with chronic mental disorders and physical diseases towards health information sharing. International Journal of Medical Informatics 2020;141:104157 View
- Liu J, Gao L. Analysis of topics and characteristics of user reviews on different online psychological counseling methods. International Journal of Medical Informatics 2021;147:104367 View
- Park J, Howren A, Davidson E, De Vera M. Insights on mental health when living with rheumatoid arthritis: a descriptive qualitative study of threads on the Reddit website. BMC Rheumatology 2020;4(1) View
- Gandhi R, Cook C, LaMastra N, Uttarapong J, Wohn D. An Exploration of Mental Health Discussions in Live Streaming Gaming Communities. Frontiers in Psychology 2021;12 View
- Silveira B, Silva H, Murai F, da Silva A. Predicting user emotional tone in mental disorder online communities. Future Generation Computer Systems 2021;125:641 View
- Boettcher N. Studies of Depression and Anxiety Using Reddit as a Data Source: Scoping Review. JMIR Mental Health 2021;8(11):e29487 View
- Park A. Tweets Related to Motivation and Physical Activity for Obesity-Related Behavior Change: Descriptive Analysis. Journal of Medical Internet Research 2022;24(7):e15055 View
- Zhang S, Liu M, Li Y, Chung J. Teens’ Social Media Engagement during the COVID-19 Pandemic: A Time Series Examination of Posting and Emotion on Reddit. International Journal of Environmental Research and Public Health 2021;18(19):10079 View
- Gu D, Li M, Yang X, Gu Y, Zhao Y, Liang C, Liu H. An analysis of cognitive change in online mental health communities: A textual data analysis based on post replies of support seekers. Information Processing & Management 2023;60(2):103192 View
- Lokala U, Lamy F, Daniulaityte R, Gaur M, Gyrard A, Thirunarayan K, Kursuncu U, Sheth A. Drug Abuse Ontology to Harness Web-Based Data for Substance Use Epidemiology Research: Ontology Development Study. JMIR Public Health and Surveillance 2022;8(12):e24938 View
- Bae Y, Shim M, Lee W. Schizophrenia Detection Using Machine Learning Approach from Social Media Content. Sensors 2021;21(17):5924 View
- Tripathi S, Parker P, Prabhu A, Thomas K, Rodriguez A. An Examination of Patients and Caregivers on Reddit Navigating Brain Cancer: Content Analysis of the Brain Tumor Subreddit. JMIR Cancer 2022;8(2):e35324 View
- Harvey D, Lobban F, Rayson P, Warner A, Jones S. Natural Language Processing Methods and Bipolar Disorder: Scoping Review. JMIR Mental Health 2022;9(4):e35928 View
- Huang C, Bandyopadhyay A, Fan W, Miller A, Gilbertson-White S, Chen Z. Mental toll on working women during the COVID-19 pandemic: An exploratory study using Reddit data. PLOS ONE 2023;18(1):e0280049 View
- Ming Y, Matteson M. The airing of grievances: A look at complaint behavior in library reddit. Journal of Librarianship and Information Science 2024;56(2):468 View
- Kanaparthi S, Patle A, Naik K. Prediction and detection of emotional tone in online social media mental disorder groups using regression and recurrent neural networks. Multimedia Tools and Applications 2023;82(28):43819 View
- Kim S, Cha J, Kim D, Park E. Understanding Mental Health Issues in Different Subdomains of Social Networking Services: Computational Analysis of Text-Based Reddit Posts. Journal of Medical Internet Research 2023;25:e49074 View
- Gliniecka M. The Ethics of Publicly Available Data Research: A Situated Ethics Framework for Reddit. Social Media + Society 2023;9(3) View
- Timakum T, Xie Q, Lee S. Identifying mental health discussion topic in social media community: subreddit of bipolar disorder analysis. Frontiers in Research Metrics and Analytics 2023;8 View
- Britt R, Franco C, Jones N. Trends and challenges within Reddit and health communication research: A systematic review. Communication and the Public 2023;8(4):402 View
- Rosen Z, Dale R. BERTs of a feather: Studying inter- and intra-group communication via information theory and language models. Behavior Research Methods 2023;56(4):3140 View
- Kang B, Ho M, Jaidka K. User Features and Gendered Patterns in Repeat Online Advice-Seeking Behavior. SSRN Electronic Journal 2023 View
- Lee J, You J, Lee D. User Preferences on AI Psychotherapy Based on Moderating Effects of Individual Personality Traits: Employing a Clustering Analysis. International Journal of Human–Computer Interaction 2025;41(2):1010 View
- Jordan A, Park A. Understanding the Long Haulers of COVID-19: Mixed Methods Analysis of YouTube Content. JMIR AI 2024;3:e54501 View
- Li M, Gu D, Li R, Gu Y, Liu H, Su K, Wang X, Zhang G. The Impact of Linguistic Signals on Cognitive Change in Support Seekers in Online Mental Health Communities: Text Analysis and Empirical Study. Journal of Medical Internet Research 2025;27:e60292 View
- Progga F, Rubya S. Women's Perspectives and Challenges in Adopting Perinatal Mental Health Technologies. Proceedings of the ACM on Human-Computer Interaction 2025;9(1):1 View
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- VanHook C. Perceptions, Attitudes, and Experiences Regarding Mental Health Care Among Young Black Men. American Journal of Men's Health 2025;19(1) View
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- Kaluzeviciute G, Moreton J, Jackson J. ‘Remember, You Are Not Alone’: A Qualitative Internet‐Mediated Study of Anxiety Among Adolescents on Reddit. International Journal of Mental Health Nursing 2025;34(6) View
Books/Policy Documents
Conference Proceedings
- Fratamico L, Roy D. Companion Proceedings of The 2019 World Wide Web Conference. I’m Lonely. Who should I talk to? View
- Ghosh S, Misra J, Ghosh S, Podder S. 2020 IEEE International Conference on Big Data (Big Data). Utilizing Social Media for Identifying Drug Addiction and Recovery Intervention View
- Ryan K, Linehan C, Dockray S. Designing Interactive Systems Conference 2021. Appropriation of Digital Tracking Tools in an Online Weight Loss Community: Individual and Shared Experiences View
- Li M, Kakani N, Li C, Park A. 2020 IEEE International Conference on Healthcare Informatics (ICHI). Understanding cannabis information on social media: Examining tweets from verified, regular, and suspended users View
- Silveira Fraga B, Couto da Silva A, Murai F. 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI). Online Social Networks in Health Care: A Study of Mental Disorders on Reddit View
- Amate N, Patil S, Jojan P, Morankar S. 2021 International Conference on Innovative Trends in Information Technology (ICITIIT). Use of Social Media and Smartwatch Data Analytics for Mental Health Diagnosis View
- Perry I, Park A. 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI). Exploring Suicidality on Social Media: Qualitative Analysis of Twitter View
- Aureus J, Estuar M, Mapua D, Abao R, Cataluna A. 2021 1st International Conference in Information and Computing Research (iCORE). Determining Linguistic Markers in Cognitive Distortions from COVID-19 Pandemic-Related Reddit Texts View
- Iavarone B, Monreale A. 2021 IEEE International Conference on Big Data (Big Data). From depression to suicidal discourse on Reddit View
- Abu Noman Siddik S, Arifuzzaman B, Kalam A. 2022 10th International Conference on Information and Communication Technology (ICoICT). Psyche Conversa - A Deep Learning Based Chatbot Framework to Detect Mental Health State View
- Sujana S, Kumar A, Aditya Sree Charan L, Nishitha G, Ratnababu M. 2024 IEEE 9th International Conference for Convergence in Technology (I2CT). Comparative Analysis of Deep Learning Techniques for Drug Addiction View
- Shit A, Roy S, Maji P, Majhi A, Sadhukhan B. 2024 International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS). Digital Psychiatry: Utilizing AI for Mental Health Assessment on Social Platforms View
- Xu T, Cook S, Semaan B, Voida S. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Expression-in-action and Expression-on-action: A Systematic Review of Mediums for Expression in Mental Health View
