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

Development and Evaluation of Research Methods, Instruments and Tools (1321) Quality/Credibility of eHealth Information and Trust Issues (939) Smoking and Vaping in Adolescence (57) Behavioral Surveillance for Population and Public Health Informatics (77) Social Media in Public Health informatics (91)

Published on in Vol 9 (2025)

This is a member publication of University of Pittsburgh

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76737, first published .
Man in black t-shirt and cap exhales large cloud of vape smoke

Response to the Netflix Docuseries “Big Vape: The Rise and Fall of JUUL”: Mixed Methods Analysis of YouTube Comments Using Qualitative Coding and Topic Modeling

Response to the Netflix Docuseries “Big Vape: The Rise and Fall of JUUL”: Mixed Methods Analysis of YouTube Comments Using Qualitative Coding and Topic Modeling

Authors of this article:

Beth Hoffman1 Author Orcid Image ;   Arpita Tripathi1 Author Orcid Image ;   Ariel Shensa2 Author Orcid Image ;   Julia (Pengyue) Dou1 Author Orcid Image ;   Piper Narendorf1 Author Orcid Image ;   Nishi Hundi1 Author Orcid Image ;   Jaime Sidani1 Author Orcid Image
Article Authors Cited by (3) Tweetations (11) Metrics

Journals

  1. Tiong W, A Rahim A, Arifin Wan Mansor W, Yaacob N. Mapping E-Cigarette Content on Social Media: A Scoping Review of Methods, AI Applications, and Promotional Strategies. Journal of Health Communication 2026;31(5):205 View
  2. Herold S, Narendorf P, Hoffman B. “Have the writers actually read abortion law?”: using YouTube comments to explore audience responses to entertainment TV abortion plotlines. Frontiers in Communication 2026;11 View
  3. Dou J, Hoffman B, Narendorf P, Limoncic T, Carver G, Connor N, Larkin C, Sidani J. Applying the Vertically Integrated Project Model to Youth-Inclusive Social Media Coding of Zyn-Related YouTube Shorts: A Methodological Case Study (Preprint). JMIR Infodemiology 2026 View