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Review Open access Sep 2026

Human–AI Creative Collaboration as a Socio-Technical System: Perceptions of AI Tool Features, Perceived Control, Perceived Collaboration, and Designers’ Creative Self-Efficacy

As AIGC becomes increasingly embedded in design practice, the relationship between designers and AI is shifting from tool use toward sustained creative collaboration. Drawing on socio-technical systems theory, affordance theory, and self-efficacy theory, this study examines how five perceived AI tool features—Customiza...

Yu-Zhuo Zhang, Rui Yang, Qian-Ling Jiang · 0 citations

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