We are investigating the difficulties students have in learning quantum mechanics. Here, we discuss the difficulties related to the formalism of quantum mechanics. These difficulties were identified by conducting more than 100 hours of individual interviews with students and by administering written surveys to students. We are developing and evaluating tutorials to help improve student understanding of quantum mechanics formalism.