Recent discussions on enrollment in higher education have centered around the "Enrollment Cliff." The notion holds that due to changing demographics, colleges and universities across the U.S. will see a dramatic decline in enrollment starting in 2025. The enrollment cliff poses legitimate challenges to schools around the country. Schools…

While serving as a benchmark of 'world-class' universities, the global university rankings do not include the vast majority of universities. However, "Times Higher Education" developed a Japanese national university ranking table in 2017, which includes approximately 40% of all Japanese universities. This increased coverage of…

For years, the impending enrollment cliff has been a regular topic amongst higher education officials. With this event slated to hit undergraduate programs by 2025, it is anticipated that graduate schools will begin feeling the impact by 2029. By examining factors influencing graduate student college choice, enrollment managers can identify ways…

In the Netherlands, the implementation of mandatory procedures in which prospective students do a final check on their initial higher education program choice (so-called matching procedures), were introduced to improve student-program fit. We argue that prospective students who lack feelings of fit with the program during these matching procedures…

Direct Admissions is a system developed and piloted recently in the US that defaults graduating high school students into post-secondary admittance by data-matching their profiles (transcripts, standardized test scores, and prerequisites) with institutions' preset eligibility criteria. As applicant and institutional interest in direct admissions…

A Machine Learning framework for predicting enrollment is proposed. The framework consists of Amazon Web Services SageMaker together with standard Python tools for data analytics, including Pandas, NumPy, MatPlotLib, and ScikitLearn. The tools are deployed with Jupyter Notebooks running on AWS SageMaker. Based on three years of enrollment history,…

Nearly 27% of free and reduced-priced meal (FARM) high school students in an eastern state graduated in 2016-2017. Of these students, about 50% enrolled in college within one year after high school graduation. The purpose of this quantitative nonexperimental correlational design study was to explore a possible reason for low college enrollment for…

Two-year state and community colleges provide convenient and affordable educational opportunities with open admissions policies, which make them "value-added institutions that are uniquely different than traditional colleges and universities" (Grubbs, 2020, p. 205). Students across the nation enroll in 2-year colleges to pursue their…

Prior research demonstrates the important role that financial considerations play in prospective students' decision making when applying to and enrolling in graduate school. Racially/ethnically minoritized students, in particular, face persistent challenges during the graduate application and enrollment process. Capitalizing on a natural…

This paper describes the effects of two variants of a virtual college-counseling intervention designed to reduce informational and social support barriers to college application and enrollment among socioeconomically disadvantaged students. Students who were randomly assigned to the program felt more supported during the college application…

The annual Application Trends Survey from the Graduate Management Admission Council (GMAC) provides the world's graduate business schools with data and insights to understand current trends in applications sent to graduate management education (GME) programs. This year's summary report explores application volume trends by program type and world…

The allocation of merit-based awards and need-based aid is important to both universities and students who wish to attend the universities. Current approaches tend to consider only institution-centric objectives (e.g. enrollment, revenue) and neglect student-centric objectives in their formulations of the problem. There is lack of consideration to…

Current comprehensive changes in the field of higher education in Uzbekistan have a potential impact on the overall enrollment in higher education (PP-4359, 2019). Rigid admission quotas in Uzbekistan are slowly conceding to a more market-based admissions and student recruitment to support reforms implementation. Cursory glance at the reforms…

We reveal the current level of flexible admission systems (FAS) at UK universities, and explore its impact on student enrollment rates. We employ quantitative analysis techniques for data collected and customized from the Higher Education Statistics Agency (HESA) in the UK, during the period 2010-2015. To understand the impact of FAS on student…

This report shares data relating to Ontario student and graduate profiles in the following areas: (1) College activity; (2) Numbers of Ontario college applicants, students and graduates; (3) Domestic learner demographics and characteristics; (4) Apprentices; (5) Continuing education students; (6) Graduates; (7) Perceptions; and (8) Key performance…