Product design · July 2026
The four learner cohorts every education app misreads
Most learning apps flatten learners into new, active and churned. In classroom settings that model hides the cohorts that decide whether a program succeeds — the shared-device learner, the interrupted learner, the over-supported learner and the silent achiever.

