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This paper is in the following e-collection/theme issue:

Early Results from COVID-19 Studies (373) Infodemiology and Infoveillance (1619) Peer-to-Peer Support and Online Communities (857) Information Seeking, Information Needs (602) Diabetes (301) Diabetes Self-Management (649)

Published on in Vol 9 (2025)

This is a member publication of University of Toronto

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/51154, first published .
Man with glucose monitor checks phone while writing in notebook

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

Authors of this article:

Meghan Nagpal1, 2 Author Orcid Image ;   Niloofar Jalali3 Author Orcid Image ;   Diana Sherifali4 Author Orcid Image ;   Plinio Morita1, 2, 3 Author Orcid Image ;   Joseph A Cafazzo1, 2, 5, 6 Author Orcid Image
Article Authors Cited by (4) Tweetations Metrics

Journals

  1. Noori Y, Cote E, Clark S, Chambers H, Benton M. Gestational diabetes mellitus and disordered eating behaviours: A qualitative study of online forum discussions. Diabetic Medicine 2026 View
  2. Marciniak M, Setzen S, Bhattacharya D, Masliah J, Powszok R, Sturgis E, Stubbs V, Bhayani M. Human Papillomavirus Vaccine Discourse and Sentiment on Reddit Before and After COVID-19: Mixed Methods Retrospective Cross-Sectional Study. Journal of Medical Internet Research 2026;28:e83558 View
  3. Doll J, Church E. Anti-mattering in online anti-work communities: a mixed-methods analysis of Reddit discourse. Employee Relations: The International Journal 2026:1 View

Conference Proceedings

  1. Arradi K, Tlemçani K, Azbeg K, Andaloussi S. 2026 8th International Conference on Natural Language Processing (ICNLP). Sentiment analysis approaches applied to chronic diseases patient’s discourses in social networks: A scoping review View