As new initiatives and programs are being increasingly implemented to promote STEM (Science, Technology, Engineering, and Mathematics) interest and participation among U.S. students, the percentage of students who declare a STEM-related major in college continues to lag behind what would be expected based on students' intentions. Such findings…

Noncognitive attributes as the researchers have measured them do correlate with college GPA, but the incremental validity associated with these measures is relatively small. The noncognitive measures are correlated with other valued dimensions of student performance beyond the achievement reflected in college grades. There were much smaller…