Journal article
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
Abstract
Background: Type 2 diabetes (T2D) is a chronic disease that can be partially managed through healthy behaviors. However, the COVID-19 pandemic impacted how people managed T2D due to work and school closures and social isolation. Moreover, individuals with T2D were at increased risk of complications from COVID-19 and experienced worsened mental health due to stress and anxiety.
Objective: This study aims to synthesize emerging themes related to …
Authors
Nagpal M; Jalali N; Sherifali D; Morita P; Cafazzo JA
Journal
JMIR Formative Research, Vol. 9, ,
Publisher
JMIR Publications
DOI
10.2196/51154
ISSN
2561-326X