Defensive responses to the U.S. Surgeon General’s alcohol-cancer advisory: A topic modeling analysis of TikTok comments - Takeaways - 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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  • 1

    The January 3, 2025, U.S. Surgeon General’s advisory described alcohol as a cause of cancer and recommended cancer-risk information on alcohol warning labels and reevaluation of drinking guidelines.

  • 2

    Alcohol is linked to at least 7 cancers and accounts for approximately 5.4% of new U.S. cancer cases and 4.1% of cancer deaths each year.

  • 3

    Prior qualitative studies found defensive responses to alcohol-cancer messages, including minimizing risk, disputing scientific credibility, fatalism, and arguing that drinking is worth the risk.

  • 4

    The study addresses gaps in research on audience responses to alcohol-cancer messaging and social media discourse following the Surgeon General’s advisory.

  • 5

    The researchers used topic modeling to examine TikTok comments accompanying videos that mentioned the advisory.

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