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

Early Results in Infodemiology and Infoveillance (104) Natural Language Processing (914) Infodemiology and Infoveillance (1558) Opioid and Related Substance Misuse (200) Artificial Intelligence (2118)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/57395, first published .
Public Health Discussions on Social Media: Evaluating Automated Sentiment Analysis Methods

Public Health Discussions on Social Media: Evaluating Automated Sentiment Analysis Methods

Public Health Discussions on Social Media: Evaluating Automated Sentiment Analysis Methods

Authors of this article:

Lisa M Gandy1 Author Orcid Image ;   Lana V Ivanitskaya2 Author Orcid Image ;   Leeza L Bacon3 Author Orcid Image ;   Rodina Bizri-Baryak2 Author Orcid Image
Article Authors Cited by (8) Tweetations Metrics

Journals

  1. Bizri-Baryak R, Ivanitskaya L, Erzikova E, Kreps G. Analyzing the Overturn of Roe v. Wade: A Term Co-Occurrence Network Analysis of YouTube Comments. Informatics 2025;12(2):49 View
  2. Ahmad M, Batyrshin I, Sidorov G. Sentiment Analysis Using a Large Language Model–Based Approach to Detect Opioids Mixed With Other Substances Via Social Media: Method Development and Validation. JMIR Infodemiology 2025;5:e70525 View
  3. Yuan H, Ke R, Xie X. Sentiment analysis of visitor perceptions on architectural heritage: a case study of Phoenix Ancient Town for sustainable conservation and development. Journal of Asian Architecture and Building Engineering 2025:1 View
  4. Torwane N, Lalloo R, Ha D, Do L. Analysis of Water Fluoridation Debates on Meta Platforms Using Advanced Machine Learning Approaches. JDR Clinical & Translational Research 2025 View
  5. Stadelmann D, Thomas T, Zakharov N. Too hot to play it cool? Temperature and negative media bias. Public Choice 2025 View
  6. Herzog A, Zuo M, Patel R, Canete J, Lee E. Hashtags and healing: Leveraging reddit for holistic ostomy care. The American Journal of Surgery 2026;252:116722 View
  7. Li Y, Chen R, Yang X, Liu X, Zhu G, Hu Q. A Quantitative Sustainability Assessment Framework for Contaminated Site Remediation: Integrating LCA, Economic Analysis, and Social Big Data. Water 2025;17(23):3416 View

Conference Proceedings

  1. Vaz N, Silva K, Velasco G, Mata L, Fernandes D, Carvalho S. Anais do XXV Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2025). Towards a Personalized mHealth Model Using Intelligent Conversational Agents View