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Evaluating ChatGPT in Qualitative Thematic Analysis With Human Researchers in the Japanese Clinical Context and Its Cultural Interpretation Challenges: Comparative Qualitative Study

Evaluating ChatGPT in Qualitative Thematic Analysis With Human Researchers in the Japanese Clinical Context and Its Cultural Interpretation Challenges: Comparative Qualitative Study

The Chat GPT prompting was conducted by the first author, Kota Sakaguchi. The human reviewer (RS) independently performed thematic analysis without involvement in the Chat GPT analysis. Chat GPT was not provided with any additional information beyond the transcript text and the specified prompt. It did not receive contextual details about the interviewers, interviewees, or previous research.

Kota Sakaguchi, Reiko Sakama, Takashi Watari

J Med Internet Res 2025;27:e71521