The associations between students' attitudes toward AI and learning engagement: serial mediating roles of perceived autonomy and learning enjoyment

The findings offer empirical insights into the motivational and emotional mechanisms linking attitudes toward AI and engagement, thereby informing the design of AI-enhanced learning environments to support autonomy, enjoyment, and active participation.