Background: Adaptive learning platforms (ALPs) can revolutionize medical education by making learning more efficient, but their potential has not been realized because students do not use them persistently.
Methods: We applied educational data mining methods to study United States medical students who used an ALP called Osmosis ( www.osmosis.