Visual Analytics Transform How Teachers Understand Structure in Student Designs

A qualitative study of instructors shows that multiscale design analytics provide new pedagogical insights, aid exploration and interpretation of AI-generated measures, strengthen assessment and feedback, and support student self-reflection.