Digital Twin-Enhanced Programming Education: An Empirical Study on Learning Engagement and Skill Acquisition

This study establishes a new paradigm for introductory programming education by addressing two critical gaps in digital twin applications: differential effects on students with varying prior knowledge (engagement/skill acquisition) and pedagogical mechanisms in conceptual visualization and authentic context creation.