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Yan Deng

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Review Aug 2026

Generative AI dependency and self-perceived clinical decision-making in nursing students: A three-wave longitudinal study of metacognitive awareness as a mediator.

Generative artificial intelligence dependency was prospectively associated with students' self-perceived clinical decision-making through metacognitive awareness, and nursing educators may benefit from pairing artificial intelligence use with metacognitive scaffolding, verification routines, and reflective assessment.

Xin Yang, Yan Deng, Shuren Luo et al. · 0 citations

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