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Investigating Reddit Data on Type 2 Diabetes Management During the COVID-19 Pandemic Using Latent Dirichlet Allocation Topic Modeling and Valence Aware Dictionary for Sentiment Reasoning Analysis: Content Analysis

Investigating Reddit Data on Type 2 Diabetes Management During the COVID-19 Pandemic Using Latent Dirichlet Allocation Topic Modeling and Valence Aware Dictionary for Sentiment Reasoning Analysis: Content Analysis

This study builds upon the work of Nagpal et al [11], which suggests that public social media forums can serve as a form of patient-generated health data for individuals with chronic conditions such as T2 D. Social media forums such as Reddit provide a platform for individuals with chronic diseases to discuss their condition, particularly during times of collective chaos, such as the global COVID-19 pandemic; the insights generated from these discussions provide a valuable source of qualitative knowledge.

Meghan Nagpal, Niloofar Jalali, Diana Sherifali, Plinio Morita, Joseph A Cafazzo

JMIR Form Res 2025;9:e51154