Exploratory Evaluation of Learning Behaviors Using a ChatGPT-Based Question-Generating Bot Among Occupational Therapy Students Preparing for the National Licensure Exam: A One-Month Pre-post Study With Cluster Analysis

This exploratory study examined OT students' learning behaviors when using a ChatGPT-based question-generating bot. The findings suggest that increased total time investment may be more relevant to performance gains than the generated question quantity. Future studies should incorporate qualitative analyses of the learning processes and controlled comparisons to further validate these patterns.

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Publication Details

Journal
Cureus
Published
2025-10-13
DOI
https://doi.org/10.7759/cureus.94447
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Exploratory Evaluation of Learning Behaviors Using a ChatGPT-Based Question-Generating Bot Among Occupational Therapy Students Preparing for the National Licensure Exam: A One-Month Pre-post Study With Cluster Analysis

Tadatoshi Inoue, Kengo Kohiyama, Shogo Sawamura, Takahiro Takenaka et al.
Cureus
Artificial Intelligence in Healthcare and Education
article

Exploratory Evaluation of Learning Behaviors Using a ChatGPT-Based Question-Generating Bot Among Occupational Therapy Students Preparing for the National Licensure Exam: A One-Month Pre-post Study With Cluster Analysis

Tadatoshi Inoue, Kengo Kohiyama, Shogo Sawamura, Takahiro Takenaka, Takashi Nagai, Tatsuya Sera
article en

Abstract

This exploratory study examined OT students' learning behaviors when using a ChatGPT-based question-generating bot. The findings suggest that increased total time investment may be more relevant to performance gains than the generated question quantity. Future studies should incorporate qualitative analyses of the learning processes and controlled comparisons to further validate these patterns.

CureusVol. 17(10)
Heisei College of Health Sciences (JP)
Openalex Percentile: Top 79%
Artificial Intelligence in Healthcare and Education
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