Unequal access to university and the decision processes that give rise to it are important factors in the accumulation of educational inequalities. In this paper, we investigate a specific aspect of such decision processes by focusing on those students who change their original plans to start a (nontertiary) vocational education and decide to…

In this paper we use historic score-reporting records and test-taker metadata to inform data-driven recommendations that support international students in their choice of undergraduate institutions for study in the United States. We investigate the use of Structural Topic Modeling (STM) as a context-aware, probabilistic recommendation method that…

While the preference for university by school leavers has been researched extensively, this article seeks to explore if religious influence might also come to play when selecting a university, with particular reference to Australia, a country whose higher education environment is largely made up of public, secular universities. The data used is…

Since the restoration of the "Gaokao" (College Entrance Examination) in 1977 and the nationwide higher education expansion that started in 1998, millions of rural students have enrolled in urban universities. Though Chinese rural students' educational trajectories have received extensive attention, their subjective experiences in the…

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…

An initial measure of success for any higher education enrollment or marketing effort is engagement. And, while students and parents may be engaged with several prospective schools, stronger engagement with your institution may affect their final choice. With the value of engagement in mind, the "2017 E-Expectations Trend Report"…

This "2016 E-Expectations Trend Report" examines the differences in how college-bound students used the digital tools at their disposal from the spring of their junior year to the fall and spring of their senior year. This report contains results from three web surveys: (1) May 2015 survey: 1,526 class of 2016 juniors (spring juniors);…

The "2018 E-Expectations Trend Report" provides institutions with insights from high school juniors and seniors so institutions can engage and inform them wherever they interact with an institution online. This report answers key questions such as: (1) How do students rank admissions resources institutions provide, from most valuable to…

As part of a progressive change occurring in the way public sector beneficiaries are conceived, higher education students started to be more and more perceived as clients or consumers. This implies assuming them as rational and conscious actors aware of what to expect from higher education attendance and of its returns. Framed by the metaphor of…

The Australian Government decision in response to the Bradley review to introduce a demand-driven funding model for undergraduate university places from 2012 was met with mixed reaction across the higher education sector. The removal of caps without subsequent fee deregulation is considered by some to be unsustainable. Opinions suggest that…

This "College Choice Report" is part of a report series that focuses on the ACT-tested high school graduating class of 2013. The focus of this year's "College Choice Report" is students' selection of a college major or program of study among the ACT-tested high school graduating class of 2013. This year's report is provided in…

This "College Choice Report" is part of a report series that focuses on the ACT-tested high school graduating class of 2013. The focus of this year's "College Choice Report" is students' selection of a college major or program of study among the ACT-tested high school graduating class of 2013. This year's report is provided in…