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

Theme Issue 2023: Exploring the Intersection Between Health Information, Misinformation, and Generative AI Technologies (10) Generative Language Models Including ChatGPT (775) Bots and AI Approaches to Detect and Counter Misinformation (23) JMIR Theme Issue: COVID-19 Special Issue (2561) Theme Issue: Novel Coronavirus (COVID-19) Outbreak Rapid Reports (1544) Infodemic Management (63) Infodemiology in Public Health Informatics (26) Infodemiology and Infoveillance (1588) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1954)

Published on in Vol 4 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60678, first published .
Evaluating the Influence of Role-Playing Prompts on ChatGPT’s Misinformation Detection Accuracy: Quantitative Study

Evaluating the Influence of Role-Playing Prompts on ChatGPT’s Misinformation Detection Accuracy: Quantitative Study

Evaluating the Influence of Role-Playing Prompts on ChatGPT’s Misinformation Detection Accuracy: Quantitative Study

Authors of this article:

Michael Robert Haupt1, 2, 3 Author Orcid Image ;   Luning Yang3 Author Orcid Image ;   Tina Purnat4 Author Orcid Image ;   Tim Mackey2, 3, 5 Author Orcid Image
Article Authors Cited by (8) Tweetations Metrics

Journals

  1. Dereli A, Taşdemir E, Sevimli H. Enformasyon Sağlayan Yapay Zekâ Dezenformasyonla Mücadele Edebilir Mi? ChatGPT Örneği. Middle Black Sea Journal of Communication Studies 2024;9(2):106 View
  2. Qian Y. Prompt Engineering in Education: A Systematic Review of Approaches and Educational Applications. Journal of Educational Computing Research 2025;63(7-8):1782 View
  3. Thomas D, Xu L, Yu B, Alanis O, Adamek J, Canton I, Lin X, Luo Y, Mullen S. Physical Activity Misinformation on Social Media: Systematic Review. JMIR Infodemiology 2025;5:e62760 View
  4. Ma Y, Zhang X, Ren J, Wang R, Wang M, Chen Y. Linguistic features of AI mis/disinformation and the detection limits of LLMs. Nature Communications 2025;17(1) View
  5. Danendra I, Latupeirissa J. Artificial intelligence in social media: a systematic review of trends. Jurnal Studi Komunikasi (Indonesian Journal of Communications Studies) 2025;9(3):793 View
  6. Souza E, dos Santos Junior A, Félix A, Borges J, de Oliveira L, Carneiro L, de Sousa A. Use of Artificial Intelligence in Public Health Education for Pandemic Preparedness and Response. Annals of Global Health 2026;92(1) View

Conference Proceedings

  1. Farr D, Xian Ng L, Prochaska S, Cruickshank I, West J. 2025 Winter Simulation Conference (WSC). Simulating Misinformation Vulnerabilities with Agent Personas View
  2. Gebreegziabher S, Yang Y, Chiang C, Yoo H, Chen C, Do H, Ashktorab Z, Geyer W, Gómez-Zará D, Li T. Proceedings of the 31st International Conference on Intelligent User Interfaces. The Behavioral Fabric of LLM-Powered GUI Agents: Human Values and Interaction Outcomes View