Defensive responses to the U.S. Surgeon General’s alcohol-cancer advisory: A topic modeling analysis of TikTok comments - Summary - MDSpire
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Defensive Reactions to the U.S. Surgeon General’s Alcohol–Cancer Advisory: A Topic Modeling Study of TikTok Comments

  • By

  • Zexin Ma

  • Christian Otchere

  • Xinyan Zhao

  • October 14, 2026

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Objective:

To examine defensive responses in TikTok comments on videos mentioning the U.S. Surgeon General’s January 3, 2025, alcohol–cancer advisory.

Approach:
  • Platform and method: The study used topic modeling to analyze user comments accompanying TikTok videos that mentioned the advisory.
  • Search strategy: In July 2025, researchers tested combinations of TikTok search terms related to the advisory and the alcohol–cancer association, selecting queries intended to balance relevance and coverage.
Interpretation:

The study examines users’ reactions to the U.S. Surgeon General’s alcohol–cancer advisory on social media, focusing on defensive responses. The supplied excerpt does not report results.

Limitations:
  • The supplied excerpt is truncated during the methods and does not provide sample size, full analysis details, findings, or study limitations.

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