research Harnessing Pre-Course Aptitude Tests to Predict Performance on an Introductory Programming Assessment in Higher Education ACM Transactions on Computing Education Thu ACM Transactions on Computing Education, Volume 26, Issue 4, Page 1-41, December 2026. dl.acm.org