Understanding dynamic learning profiles in AI-supported environments in Vietnam: Evidence from a three-wave latent transition analysis
This longitudinal study of 725 Vietnamese undergraduates reveals that successful adaptation to AI-supported learning is characterized by high self-efficacy and metacognitive regulation with low cognitive offloading, a stable "Optimal" profile that consistently yields higher academic performance than maladaptive patterns of over-reliance on AI.