On Beyond Clicks: Turning Signal into Scaffold
School of Education Research Series
Wednesday, December 2, 2026 · 12 - 1 PM
In-Person
·
Sherman Hall : 445
“On Beyond Clicks: Turning Signal into Scaffold”
Tom Penniston (UMBC, Division of Information Technology)
Dr. Penniston traces the evolution of a research agenda from experiential learning and student development through course design and learning analytics to generative AI, asking a simple question: if a student clicks and there is no learning, who cares? It argues for designing learning environments that generate meaningful evidence, then using those signals to scale student-specific scaffolding for self-regulated learning and cognitive growth.
All members of the department, partners/collaborators, and students/faculty from other departments and institutions are invited to attend. Lunch will be provided by the department.