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Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/59338, first published .
Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions

Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions

Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions

Authors of this article:

Xinyu Zhang1 Author Orcid Image ;   Jianfeng Zhu2 Author Orcid Image ;   Deric R Kenne3 Author Orcid Image ;   Ruoming Jin2 Author Orcid Image

Journals

  1. Kosgolla J, Smith D, Reinhart C, Evans J. Mapping adolescent substance use recovery capital with bayesian networks: distinct protective and risk factor patterns by recovery status. Addiction Research & Theory 2026;34(2):132 View
  2. . Emotions, Context, and Substance Use in Adolescents: A Large Language Model Analysis of Reddit Posts. Journal of Psychiatry and Brain Science 2026;11(1) View
  3. Ahmad M, Orji R, Amjad M, Siddique A, Kubysheva N, Batyrshin I, Sidorov G. Automated Risk Assessment of Opioid Use: Analysis Using Pre-Trained Transformers on Social Media Data. JMIR Infodemiology 2026;6:e77783 View

Conference Proceedings

  1. Phadke S. Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. Reinforcing the Unreal: Subliminals and the Normalization of Unscientific Body Transformations on Reddit View
  2. Namvarpour M, Brofsky B, Medina J, Akter M, Razi A. Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems. Understanding Teen Overreliance on AI Companion Chatbots Through Self-Reported Reddit Narratives View