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#explainable ai Open access Sep 2026

Associations between generative AI usage orientations and critical thinking disposition among college students in China

Introduction Research on generative artificial intelligence (GenAI) in higher education commonly describes use in terms of adoption or frequency. Students, however, may engage with the same systems in different ways. Methods This study conceptualises three GenAI usage orientations (Tool, Guidance, and Collaboration) an...

Shuai Yin, Yitao Gan, Qing Zhao · 0 citations

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