Students are most likely to leave science, technology, engineering, and mathematics (STEM) majors during their first year of college. We developed an analytic approach using random forests to identify at-risk students. This method is deployable midway through the first semester and accounts for academic preparation, early engagement in university…

The number of jobs in science, technology, engineering, and math (STEM) is growing rapidly and is expected to increase by approximately 1 million in the United States between 2012 and 2022 (Vilorio, 2014). People of many racial/ethnic minorities, however, including Hispanic people, are underrepresented among recipients of STEM degrees and among…

Regional Educational Laboratory Southwest conducted this literature review to identify malleable factors that can be measured in K-12 settings and that predict students' postsecondary science, technology, engineering, and math (STEM) success (defined as enrolling in, persisting in, and completing a postsecondary STEM major or degree), particularly…

No group of college students persists at a rate lower than freshmen students to their sophomore year. In 2011, those rates varied from 55.4% at two-year public colleges to 80.3% at private schools offering a PhD program. This study investigated the impact of five pre-matriculation variables on the retention of freshmen students to their sophomore…