Multiple choice questions can assess different levels of knowledge from simple recall to interpretation and problem solving. They provide flexibility through variations like correct answer, best answer, and interpretive exercises using stimulus materials. Analysis of multiple choice questions focuses on scoring models to determine student achievement and item analysis to evaluate how well questions functioned.