A validation study led by Jeff Ebert, Kate McDonald, and Kit Delgado demonstrated that a widely used algorithm for classifying driver trips vs. passenger trips using smartphone kinematics was 97% accurate and robust to a variety of phone characteristics, vehicle features, and driving habits.
Driver Algorithm Accuracy
