Noviello et al. (2026) — ArXiv. 📄 Full text (arXiv)
Multi-institutional study on Generated Animated Traces (GATs) for CS1. Found that mid-engagement students may experience a performance decrement due to coordination costs (Expertise-Reversal Effect). cs-education, scaffolding, personalized-learning, stem-education, mastery-learning.
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