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#generative ai Open access Oct 2026

How generative AI becomes embedded in design learning: a 14-instructional-day intensive longitudinal study of reciprocal dynamics between AI use and self-efficacy

Generative AI is increasingly embedded in design education, yet little is known about how students’ daily engagement with generative AI is dynamically associated with their learning-related capability beliefs across successive instructional days. Drawing on self-efficacy theory, this study examined the reciprocal next-...

Yang Li, Yi Yang, Silu Bao · 0 citations

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