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