Dr. Xu wants to know if providing a study guide to students improves their test scores. To determine this, she gives students the midterm exam without a study guide. Before the final exam, she distributes a study guide to students who were randomly assigned to receive it. She then gives all students the final exam and finds that those who had the study guide had higher scores on the final exam. What type of study is this?