A single-institution case study finds high student GenAI adoption with policy gaps and proposes an iterative AI Adoption Framework for higher education.
New Zealand Jour- nal of Educational Studies (2025)
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Survey of 151 students shows high GenAI usage but low certainty on regulatory compliance and weak associations between awareness and usage behavior.
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A Systematic AI Adoption Framework for Higher Education: From Student GenAI Usage to Institutional Integration
A single-institution case study finds high student GenAI adoption with policy gaps and proposes an iterative AI Adoption Framework for higher education.