This paper is in the following e-collection/theme issue:

Infodemiology and Infoveillance (1588) Opioid and Related Substance Misuse (209) Substance Abuse (552) Peer-to-Peer Support and Online Communities (829) Social Media in Adolescence (79) Substance and Alcohol Abuse in Adolescence (137)

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
Article Authors Cited by (3) Tweetations Metrics

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 2025:1 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