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Author

Yi-Fan Ou

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Review Open access Sep 2026

Psychological adaptation to generative AI in service work: knowledge elaboration and future orientation

Generative AI (GenAI) is increasingly reshaping service work and creating new demands for employees’ cognitive and psychological adaptation to human–AI interaction and collaboration. Although prior research has examined the organizational consequences of GenAI, limited attention has been paid to how employees’ ac...

Xiao-Kai Li, Yi-Fan Ou, Ji-Han Wang · 0 citations
Review Open access Jul 2026

Technology-enhanced learning frequency and perceived academic acceleration in AI-mediated digital learning environments: self-efficacy as an indirect pathway and learning motivation as a boundary condition

The findings are interpreted as evidence of associations among students’ technology use, efficacy beliefs, motivation, and perceived acceleration, not as causal evidence that technology use produces faster academic progress.

Xue-Zhen Chen, Zexuan Qi, Yi-Fan Ou · 0 citations

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