There is growing concern that the U.S. is producing too few college graduates in science, technology, engineering, and mathematics (STEM) fields, and there is a desire to understand how various policies affect college major decisions. This paper uses student administrative records from the...

State merit aid programs have been found to reduce the likelihood that students attend college out-of-state. Using the U.S. News & World Report rankings of colleges and universities to measure college quality and Integrated Postsecondary Education Data System data to measure enrollment, we...