While diversity plays a critical role in both improving the quality and increasing the rate of innovation, women and several minority groups remain underrepresented in STEM fields. Several studies find that improving the retention rate of women and other underrepresented groups in STEM at the college level can have significant impacts on improving the diversity and representativeness of the STEM workforce. For women and other underrepresented groups, the college experience can create unique roadblocks and barriers that ultimately cause them to switch majors or even leave college. Several recent studies have examined strategies to improve the retention rate of women and other underrepresented groups in STEM degrees at institution of higher education. The strategies range from pre-college STEM academies to establishing cohorts of underrepresented students.