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As AI becomes embedded in education policy, the adoption of such technologies by teachers is increasingly driven by policy demands rather than individual choice. The study aims to explore non-coercive pathways to initiate teacher participation in AI adoption under policy-driven conditions. Drawing on Nudge Theory, this study conducts a randomized controlled trial involving 138 middle school English teachers in eastern China. The results show that nudge interventions can effectively activate AI usage by providing a low-risk space for tentative exploration. This study provides causal evidence that, amid increasingly institutionalized AI adoption, nudging may serve as a non-coercive strategy facilitating teacher participation in reform.
Keywords: AI, Nudge Theory, RCT, Technology Adoption