Detecting Health Misinformation on Social Media Using Large Language Models: A Comparative Study of Vaccine and Tanning Discourse on Reddit (Preprint)

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Authors: Jack Alexander Cummins, Vinod E Nambudiri
Cited by: 0
References: 1

Abstract

UNSTRUCTURED By applying Large Language Models to analyze Reddit discourse, this study demonstrates that vaccine misinformation is highly reactive to external events like the COVID-19 pandemic, whereas tanning misinformation remains culturally entrenched and stable, highlighting the necessity for domain-specific public health interventions.

Fields of Study & Subjects

Misinformation and Its Impacts Social Media in Health Education Communication and COVID-19 Impact

Publication details

Publication date
5 January 2026
Document type
Preprint