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

Generative Language Models Including ChatGPT (521) New Methods (1037) Development and Evaluation of Research Methods, Instruments and Tools (648) Urology (34) Focus Groups and Qualitative Research for Human Factors Research (1064)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/56500, first published .
Comparing GPT-4 and Human Researchers in Health Care Data Analysis: Qualitative Description Study

Comparing GPT-4 and Human Researchers in Health Care Data Analysis: Qualitative Description Study

Comparing GPT-4 and Human Researchers in Health Care Data Analysis: Qualitative Description Study

Authors of this article:

Kevin Danis Li1, 2 Author Orcid Image ;   Adrian M Fernandez1 Author Orcid Image ;   Rachel Schwartz3, 4 Author Orcid Image ;   Natalie Rios1 Author Orcid Image ;   Marvin Nathaniel Carlisle1 Author Orcid Image ;   Gregory M Amend5 Author Orcid Image ;   Hiren V Patel1 Author Orcid Image ;   Benjamin N Breyer1, 2 Author Orcid Image
Article Authors Cited by (7) Tweetations (7) Metrics

Journals

  1. Patel H, Abbasi B, Li K, Carlisle M, Faris A, Pace W, Breyer B. Exploring Vacuum Erection Device User Feedback: A GPT-4 Thematic Analysis. Urology 2025;200:216 View
  2. Mansori S, Tendulkar A, Rostamzadeh M. Gynecologic Cancer Screening: Understanding Barriers Through Social Cognitive Theory and Health Belief Model. Health Education & Behavior 2025 View
  3. Venter I, Blignaut R, Cranfield D, Tick A, Achi S. AI versus tradition: shaping the future of higher education. Journal of Applied Research in Higher Education 2025;17(7):151 View
  4. Qiang S, Zhang H, Liao Y, Zhang Y, Gu Y, Wang Y, Xu Z, Shi H, Han N, Yu H. Effectiveness of Large Language Models in Stroke Rehabilitation Health Education: A Comparative Study of ChatGPT-4, MedGo, Qwen, and ERNIE Bot (Preprint). Journal of Medical Internet Research 2025 View
  5. Echterbille M, Horicks F, Dhont J, De Wilde V. Implementing an integrative oncology pathway in a comprehensive cancer center: expert insights and perspectives.. Current Opinion in Oncology 2025;37(4):283 View
  6. Shanwetter Levit N, Saban M. When investigator meets large language models: a qualitative analysis of cancer patient decision-making journeys. npj Digital Medicine 2025;8(1) View

Conference Proceedings

  1. Schroeder H, Aubin Le Quéré M, Randazzo C, Mimno D, Schoenebeck S. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Large Language Models in Qualitative Research: Uses, Tensions, and Intentions View