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Converging Representations of Attention-Deficit/Hyperactivity Disorder and Autism on Social Media: Linguistic and Topic Analysis of Trends in Reddit Data.

BACKGROUND: Social media platforms have witnessed a substantial increase in mental health-related discussions, with particular attention focused on attention-deficit/hyperactivity disorder (ADHD) and …

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Kang, J., Haslam, N., & Conway, M. (2025). Converging Representations of Attention-Deficit/Hyperactivity Disorder and Autism on Social Media: Linguistic and Topic Analysis of Trends in Reddit Data.. J Med Internet Res, 27, e70914. https://doi.org/10.2196/70914

20/05/2025 Lire →

Monitoring the opioid epidemic via social media discussions.

The opioid epidemic persists in the U.S., with over 80,000 deaths annually since 2021, primarily driven by synthetic opioids. Responding to this evolving epidemic requires reliable and timely informat…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Smith, D. A., Lavertu, A., Salecha, A., Hamamsy, T., Humphreys, K., Lembke, A., Kiang, M. V., Altman, R. B., & Eichstaedt, J. C. (2025). Monitoring the opioid epidemic via social media discussions.. NPJ Digit Med, 8(1), 284. https://doi.org/10.1038/s41746-025-01642-x

15/05/2025 Lire →

Leveraging reddit data for context-enhanced synthetic health data generation to identify low self esteem.

Low self-esteem (LoST) is a latent yet critical psychosocial risk factor that predisposes individuals to depressive disorders. Although structured tools exist to assess self-esteem, their limited clin…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Garg, M., Liu, X., Jeon, E., Biernacka, J. M., Frye, M. A., Geda, Y. E., & Sohn, S. (2025). Leveraging reddit data for context-enhanced synthetic health data generation to identify low self esteem.. Front Psychiatry, 16, 1726100. https://doi.org/10.3389/fpsyt.2025.1726100

01/01/2025 Lire →

Enhancing sarcasm detection on social media: A comprehensive study using LLMs and BERT with multi-headed attention on SARC.

Sarcasm detection in natural language processing (NLP) remains a complex challenge, especially in social media, where contextual clues are often subtle. This study addresses this challenge by leveragi…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Zhang, L., Faseeh, M., Naqvi, S. S. A., Hu, L., & Ghani, A. (2025). Enhancing sarcasm detection on social media: A comprehensive study using LLMs and BERT with multi-headed attention on SARC.. PLoS One, 20(11), e0334120. https://doi.org/10.1371/journal.pone.0334120

01/01/2025 Lire →

Between the lines: investigating health beliefs and emotional expressions in online mental health communities.

INTRODUCTION: Social media platforms play an important role in mental health discourse. Applying the Health Belief Model (HBM) to health-related discussions on Reddit could yield deeper insights into …

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Nguyen, K., Vu, B., Chandna, S., Schultz, J. H., & Mayer, G. (2025). Between the lines: investigating health beliefs and emotional expressions in online mental health communities.. Front Psychol, 16, 1521623. https://doi.org/10.3389/fpsyg.2025.1521623

01/01/2025 Lire →

Seeking validation in the digital age: The impact of validation seeking on self-image and internalized stigma among self- vs. clinically diagnosed individuals on r/ADHD.

The digital age has fueled a surge in ADHD self-diagnosis as people turn to online platforms for mental health information. However, the relationship between validation-seeking behaviors and self-perc…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Zhang, X., Oh, Y. J., Zhang, Y., & Zhu, J. (2025). Seeking validation in the digital age: The impact of validation seeking on self-image and internalized stigma among self- vs. clinically diagnosed individuals on r/ADHD.. PLoS One, 20(10), e0331856. https://doi.org/10.1371/journal.pone.0331856

01/01/2025 Lire →

Identifying Yalom's group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision.

INTRODUCTION: Online communities provide valuable, peer-led spaces for discussing mental health issues, offering support that can complement traditional therapy. In this study, we adopt an interpretiv…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Ferizaj, D., Lalk, C., Lahmann, N., Strube-Lahmann, S., & Rubel, J. (2025). Identifying Yalom's group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision.. Front Psychiatry, 16, 1503427. https://doi.org/10.3389/fpsyt.2025.1503427

01/01/2025 Lire →

Navigating Hypersexuality in Bipolar: Insights from a Corpus-Assisted Discourse Analysis of Reddit Posts.

Bipolar is a severe mental health condition affecting at least 2% of the global population. Clinical observations indicate that individuals in elevated mood states, such as mania or hypomania, are mor…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie

Harvey, D., Rayson, P., Lobban, F., Palmier-Claus, J., Dolman, C., & Jones, S. (2025). Navigating Hypersexuality in Bipolar: Insights from a Corpus-Assisted Discourse Analysis of Reddit Posts.. Inquiry, 62, 469580251338565. https://doi.org/10.1177/00469580251338565

01/01/2025 Lire →

Trauma Isn't One Size Fits All: How Online Support Communities Point to Different Diagnostic Criteria for C-PTSD and PTSD.

Reddit has provided rich data on mental health discourse. The present study uses 40,335 online posts from Reddit communities to investigate how language can contribute to the understanding of PTSD and…

Natural Language Processing en Psychologie

Wang, W., Blackburn, K. G., Thompson, R. M., Bajaj, K., Pedler, R., & Fucci, K. (2024). Trauma Isn't One Size Fits All: How Online Support Communities Point to Different Diagnostic Criteria for C-PTSD and PTSD.. Health Commun, 39(13), 3272-3283. https://doi.org/10.1080/10410236.2024.2314343

01/11/2024 Lire →

Paving the way for COVID survivors' psychosocial rehabilitation: Mining topics, sentiments, and their trajectories over time from Reddit.

This study examined major themes and sentiments and their trajectories and interactions over time using subcategories of Reddit data. The aim was to facilitate decision-making for psychosocial rehabi…

Natural Language Processing en Psychologie

Farokhnia, H. a. m. e. d. a. n. i. . M., Esmaeili, M., Sun, Y., Sheybani, E., & Javidi, G. (2024). Paving the way for COVID survivors' psychosocial rehabilitation: Mining topics, sentiments, and their trajectories over time from Reddit.. Health Informatics J, 30(2), 14604582241240680. https://doi.org/10.1177/14604582241240680

01/01/2024 Lire →

Patient experiences of methadone treatment changes during the first wave of COVID-19: a national community-driven survey.

BACKGROUND: During COVID-19, the Substance Abuse and Mental Health Services Administration (SAMHSA) allowed Methadone Maintenance Treatment (MMT) programs to relax in-person MMT requirements to reduce…

Natural Language Processing en Psychologie

Brothers, S., Palayew, A., Simon, C., Coulter, A., Strichartz, K., Voyles, N., & Vincent, L. (2023). Patient experiences of methadone treatment changes during the first wave of COVID-19: a national community-driven survey.. Harm Reduct J, 20(1), 31. https://doi.org/10.1186/s12954-023-00756-3

09/03/2023 Lire →

Mental health at different stages of cancer survival: a natural language processing study of Reddit posts.

INTRODUCTION: The purpose of this study was to use text-based social media content analysis from cancer-specific subreddits to evaluate depression and anxiety-loaded content. Natural language processi…

Natural Language Processing en Psychologie

Podina, I. R., Bucur, A. M., Todea, D., Fodor, L., Luca, A., Dinu, L. P., & Boian, R. F. (2023). Mental health at different stages of cancer survival: a natural language processing study of Reddit posts.. Front Psychol, 14, 1150227. https://doi.org/10.3389/fpsyg.2023.1150227

01/01/2023 Lire →