From AI Adoption to Meaningful Learning: A Systematic Review of AI-Based Pedagogy, Student Engagement and Critical Thinking in Higher Education
The review proposes an AI–Pedagogy–Engagement–Critical Thinking (AI-PECT) framework in which AI capabilities influence educational outcomes through pedagogical mediation and learner agency, while AI literacy, teacher competence, infrastructure, assessment design and ethical governance operate as important contextual conditions.