ChatGPT for Univariate Statistics: Validation of AI-Assisted Data Analysis in Healthcare Research.

ABSTRACT:

Background

ChatGPT, a conversational artificial intelligence developed by OpenAI, has rapidly become an invaluable tool for researchers. With the recent integration of Python code interpretation into the ChatGPT environment, there has been a significant increase in the potential utility of ChatGPT as a research tool, particularly in terms of data analysis applications.

Objective

This study aimed to assess ChatGPT as a data analysis tool and provide researchers with a framework for applying ChatGPT to data management tasks, descriptive statistics, and inferential statistics.

Methods

A subset of the National Inpatient Sample was extracted. Data analysis trials were divided into data processing, categorization, and tabulation, as well as descriptive and inferential stati

SUBMITTER: Ruta MR 

PROVIDER: S-EPMC11845875 | biostudies-literature | 2025 Feb

REPOSITORIES: biostudies-literature