ChatGPT for Univariate Statistics: Validation of AI-Assisted Data Analysis in Healthcare Research
ChatGPT shows promise as a tool for exploratory data analysis, particularly for researchers with some statistical knowledge and limited programming expertise. However, its application requires careful prompt construction and human oversight to ensure accuracy. As a supplementary tool, ChatGPT can enhance data analysis efficiency and broaden research accessibility.
Authors
- Jonathan Lifshitz (ORCID: https://orcid.org/0000-0002-4398-6493)
- Chase Irwin (ORCID: https://orcid.org/0000-0002-3165-0693)
- Michael R Ruta (ORCID: https://orcid.org/0009-0003-1246-3360)
- Tony Gaidici
Institutions
- University of Arizona (US)
- University of Phoenix (US)
Publication Details
- Journal
- Journal of Medical Internet Research
- Published
- 2025-02-07
- DOI
- https://doi.org/10.2196/63550
- Citations
- 15
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 9.81