From Mandatory Exposure to Guided Engagement: Investigating the Structured Integration of Generative AI in Higher Education
It is suggested that perceived learning usefulness remains relevant in mandatory AI-integration contexts and Pedagogical scaffolding—including prompt literacy, verification practices, and reflective documentation—provides a structured framework for guided and responsible use of generative AI tools in higher education.