Propensity score methods account for selection bias in observational studies. However, the consistency of the propensity score estimators strongly depends on a correct specification of the propensity score model. Logistic regression and, with increasing popularity, machine learning tools are used to estimate propensity scores. We introduce a…

Colleges have increasingly turned to predictive analytics to target at-risk students for additional support. Most of the predictive analytic applications in higher education are proprietary, with private companies offering little transparency about their underlying models. We address this lack of transparency by systematically comparing two…

The Accountability Plan is an annual report that is closely aligned with the Board of Governors' 2025 System Strategic Plan. This report enhances the System's commitment to accountability and strategic planning by fostering greater coordination between institutional administrators, University Boards of Trustees and the Board of Governors regarding…

High school students nationwide spent the whole academic year fully online or in and out of a cobbled together hybrid format. While these students are digital naturals, they were asked to do even more online and lost opportunities to engage traditional in-person milestones like prom, graduation, and college visits. After a year of "Zooming it…

Digital engagement is the most important strategy for engaging Generation Z, but what are the right solutions and strategies to maximize engagement with this crucial target market? Which approaches align with the expectations of the students colleges are trying to reach? And more importantly, how can a college make its institution's unique brand…

For its 16th annual Application Trends Survey, the Graduate Management Admission Council (GMAC) gathered and analyzed data from a total of 641 graduate business programs located at 306 universities worldwide to understand application volume, the applicant pool, and special efforts being made to attract candidates to graduate management programs.…

Competency of teachers assumes a lot of importance in the era of knowledge society who are expected to produce students of high calibre. In India however competency development and mapping still remains an unexplored process. Not much study has been done on competency mapping in higher education sector, thus the present study is ventured upon. The…