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GenAI Pedagogy Transforms Chinese Students' Critical Engagement

A study involving 78 ethnic minority preparatory students in China explored how pedagogical scaffolding can improve critical engagement with generative AI (GenAI). The research found that students initially used GenAI as a shortcut but, after a three-week course incorporating a human-in-the-loop workflow and teacher modeling, they shifted to using it as a partner for critical evaluation and co-construction. This intervention helped students overcome reliance on AI-generated content and significantly increased their prompt self-efficacy, suggesting that targeted pedagogical approaches are crucial for cultivating epistemic agency in GenAI use. AI

IMPACT Highlights the need for pedagogical interventions to foster critical thinking with GenAI, particularly for minority student groups.

RANK_REASON Academic paper on AI pedagogy and its impact on student engagement. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

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GenAI Pedagogy Transforms Chinese Students' Critical Engagement

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Deliang Wang, Cunling Bian ·

    Scaffolding Critical Engagement with GenAI: Transforming Ethnic Minority Preparatory Students' Collaborative Discourse in Prompt Engineering Tasks

    arXiv:2607.28630v1 Announce Type: cross Abstract: Generative AI (GenAI) holds significant promise for advancing educational equity among ethnic minority students by broadening access to learning resources and mitigating linguistic barriers. However, these benefits are counterbala…