From transactional use to reflective engagement: Higher education students’ evolving understandings of academic integrity and generative AI
This qualitative longitudinal study reveals that undergraduate and postgraduate students' understandings of academic integrity evolve from viewing Generative AI as a mere efficiency tool to engaging with it more reflectively and ethically through sustained interaction, suggesting that universities should prioritize educational approaches fostering critical reflection over detection-oriented policies.