Hierarchical Modeling of AI-Supported Mathematical Problem Solving, Student Diagnostic Reasoning, and Mathematics Achievement
This study develops and empirically evaluates a multilevel analytical framework linking AI-generated mathematical reasoning, students’ diagnostic reasoning, and mathematics achievement in AI-supported mathematical problem solving. A classroom intervention with 76 undergraduate Calculus A students generated 380 repeated...