A Comparative Evaluation of Statistical Product and Service Solutions (SPSS) and ChatGPT-4 in Statistical Analyses

ChatGPT-4 produced accurate results for several statistical tests, matching SPSS in simpler analyses. However, discrepancies in post-hoc analyses, confidence intervals, and more complex tests indicate that careful validation is required when using ChatGPT-4 for detailed statistical work. Researchers should exercise caution and cross-validate results with established tools such as SPSS.

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Publication Details

Journal
Cureus
Published
2024-10-28
DOI
https://doi.org/10.7759/cureus.72581
Citations
7
Primary Topic
Artificial Intelligence in Healthcare
Type
article
Field-Weighted Citation Impact
4.95
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article

A Comparative Evaluation of Statistical Product and Service Solutions (SPSS) and ChatGPT-4 in Statistical Analyses

Alizae Marny Fadzlin Syed Mohamed, Al Imran Shahrul
7 citations
Cureus
Artificial Intelligence in Healthcare
4.95
article

A Comparative Evaluation of Statistical Product and Service Solutions (SPSS) and ChatGPT-4 in Statistical Analyses

Alizae Marny Fadzlin Syed Mohamed, Al Imran Shahrul
article en
7 citations

Abstract

ChatGPT-4 produced accurate results for several statistical tests, matching SPSS in simpler analyses. However, discrepancies in post-hoc analyses, confidence intervals, and more complex tests indicate that careful validation is required when using ChatGPT-4 for detailed statistical work. Researchers should exercise caution and cross-validate results with established tools such as SPSS.

CureusVol. 16(10)
University Kebangsaan Malaysia Medical Centre (MY), National University of Malaysia (MY)
Openalex Percentile: Top 4%
Artificial Intelligence in Healthcare
4.95
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