crossrefFrontiers in Psychology2026-07-09
Divergent generative AI pathways in higher education: a parallel mediation analysis of autonomous use and human–machine synergy
Yan Cheng, Xinran Liu, Haibo Liu
Introduction The integration of Generative Artificial Intelligence (GenAI) into higher education has raised important questions regarding its influence on student learning outcomes. Drawing on Self-Regulated Learning (SRL) theory, this study examines how learning motivation (LM)…