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

Research Letter (57) Chatbots and Conversational Agents (740) Artificial Intelligence (2129) Substance Abuse (530) Adverse Drug Events Detection, Pharmacovigilance and Surveillance (215) Pharmacovigilance (171) Generative Language Models Including ChatGPT (708) Research Instruments, Questionnaires, and Tools (738)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/52499, first published .
Using Large Language Models to Support Content Analysis: A Case Study of ChatGPT for Adverse Event Detection

Using Large Language Models to Support Content Analysis: A Case Study of ChatGPT for Adverse Event Detection

Using Large Language Models to Support Content Analysis: A Case Study of ChatGPT for Adverse Event Detection

Authors of this article:

Eric C Leas1, 2 Author Orcid Image ;   John W Ayers2, 3, 4 Author Orcid Image ;   Nimit Desai2 Author Orcid Image ;   Mark Dredze5 Author Orcid Image ;   Michael Hogarth4, 6 Author Orcid Image ;   Davey M Smith3, 4 Author Orcid Image
Article Authors Cited by (15) Tweetations (7) Metrics

Journals

  1. Allen M, Wightman G, Zhu Z, Poliak A, Smith D, Dredze M, Ayers J. Pharmacovigilance in the Age of Legalized Cannabis: Using Social Media to Monitor Drug–Drug Interactions Between Immunosuppressants and Cannabis-Derived Products. Drug Safety 2025;48(1):99 View
  2. Huang H, Teng D, Tiangco J. The Impact of AI Chatbot-Supported Guided Discovery Learning on Pre-service Teachers’ Learning Performance and Motivation. Journal of Science Education and Technology 2025;34(6):1286 View
  3. Bacalhau L, Pereira M, Neves J. A bibliometric analysis of AI bias in marketing: field evolution and future research agenda. Journal of Marketing Analytics 2025;13(2):308 View
  4. Sefidi Esfahani M, Akbari M. EnrichEvent: enriching social data with contextual information for emerging event extraction. Iran Journal of Computer Science 2025 View
  5. Bennett R, Tsiolkas J, Tagudin J. Usability and desirability of a hearing health chatbot: an explorative study. International Journal of Audiology 2025:1 View
  6. Thongmak M. Social media horsepower: How content and emotions accelerate luxury car brand engagement. Social Sciences & Humanities Open 2025;12:101704 View
  7. Hossain B, Preum S, Rabbi M, Ara R, Ali M. Extracting Symptoms of Complex Conditions From Online Discourse (Subreddit to Symptomatology): Lexicon-Based Approach. JMIR Medical Informatics 2025;13:e70940 View
  8. Toal M, Hill C, Quinn M, O'Neill C, Maxwell A. Large Language Models’ Clinical Decision-Making on When to Perform a Kidney Biopsy: Comparative Study. Journal of Medical Internet Research 2025;27:e73603 View
  9. Thongmak M. Impression Management and Service Quality in Top Airlines’ Replies: Effects on Customer Perceptions. Journal of Quality Assurance in Hospitality & Tourism 2025:1 View
  10. Bermejo V, Gago A, Gálvez R, Harari N. LLMs outperform outsourced human coders on complex textual analysis. Scientific Reports 2025;15(1) View
  11. Rezaei Z, Samghabadi S, Amini M, Banad Y. A computationally efficient biomedical text processing framework for pharmacovigilance: integrating low-rank adaptation and interpretable AI for adverse drug reaction detection. Medical & Biological Engineering & Computing 2025 View

Conference Proceedings

  1. Ka K, Bosman I, Smit D. Proceedings of the 27th International Academic Mindtrek Conference. Virtual reality in automotive digital twins: a large language model-assisted content analysis of an expert evaluation View
  2. Huang H, Chang J. Proceedings of the 2024 International Conference on Artificial Intelligence and Teacher Education. Human-AI Interactions in Teacher Education: Examining Social Presence and Friendship View
  3. Vuruma S, Wu D, Gupta S, Aust L, Lookingbill V, Bellamy W, Ren Y, Kasson E, Chen L, Cavazos-Rehg P, Hu D, Liu H, Huang M. 2025 IEEE 13th International Conference on Healthcare Informatics (ICHI). Automated Reddit Data Annotation with Large Language Models View
  4. Rifaie F, Utomo S, Sutrisno D, Gawi J. 2025 International Conference on Information and Communication Technology (ICoICT). Large Language Model for Automated Content Analysis of Online News on Negative Human Tiger Interactions in Indonesia View