This paper investigates student dropout in Prowise Learn, a computerized adaptive practice platform used in Dutch primary schools. Two statistical models are used to examine engagement patterns and dropout. A Logit Leaf Model identifies student groups at risk of dropout, while a multi-state survival model examines transitions between active participation, short-term quitting, and dropout.