At many higher education institutions, admissions decisions often rely on standardized test scores and high school grades; yet, they are less reliable predictors for applicants falling slightly below cutoff points, what we call borderline applicants. Since borderline applicants are often from underrepresented backgrounds and diverted to 2-year…

New high-frequency, automated data collection and analysis algorithms could offer new insights into complex learning processes, especially for tasks in which students have opportunities to generate unique open-ended artifacts such as computer programs. These approaches should be particularly useful because the need for scalable project-based and…