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Kentaro Suzuki

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#large language models Open access Sep 2026

Can We Really Leverage AI-Assisted Automatic Item Generation for Psychological Scale Development?

With the emergence of large language models (LLMs), researchers can use chatbots such as ChatGPT to rapidly generate large numbers of items for psychological scale development. This study examines the quality of AI-generated items. Across four preregistered studies, we compared AI-generated items with human-generated b...

Xijuan Zhang, Deborah Laze, Kai Zhou et al. · 0 citations

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