This annotated bibliography addresses the decline in enrollment and increase in cost at four-year institutions over recent years. The issue of declining enrollment is compounded by the introduction of a new generation to college campuses, Generation Z. The references presented address the use of academic analytics to identify factors that may encourage the enrollment of Generation Z students at four-year institutions. This work is intended for higher education administrators and trustee boards of four-year institutions.
