Meta-AI literacy and knowledge transfer: Serial mediation through metacognitive regulation and verification behavior in AI-assisted learning
This study of 483 university students reveals that Meta-AI literacy facilitates knowledge transfer, particularly to unfamiliar problems, not directly but through a serial mediation pathway where it enhances metacognitive regulation and subsequent verification behavior, with verification emerging as the strongest predictor of learning outcomes.