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…

Sino-foreign cooperative universities (SFCU) represent the advanced manifestation of transnational education in China and has profoundly shaped the country's higher education landscape. Despite the tremendous development of SFCUs, there is limited research on the motivations and driving factors of students choosing to study at SFCUs. To bridge…

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…

The fourth revolution of industrialization has enormously influenced the education sector and needs to be dynamic and sensible in light of the changeable requirements of employers. Specifically, higher education institutions (HEIs) must focus on the global labor market to offer an innovative curriculum and attract prospective students. One of the…

As the master's education market continues to expand, Indonesia will be amongst the key markets, especially for the MBA program. Universities are faced with challenges and opportunities in acquiring the increasing MBA market. The present study uses conjoint analysis to explore Indonesia's MBA market preferences in choosing a university by…

Nearly all parents and guardians of college-bound high school students are involved in the college search process. Most institutions understand this and would say they communicate with those families or provide information for them. However, is that information really reaching families? Is it accessible, comprehensible, and useful to them? Ruffalo…

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…

Parents and guardians are the biggest influencers on enrollment for students. Nearly all are invested and involved in the college search process with their students. But are colleges and universities really engaging them? Are they communicating the right information, with the right frequency, across the right channels? Are they helping families…

Several of the key measures in this year's Student Academic Experience Survey have moved in a positive direction, but these movements have tended to be relatively small. Value-for-money perceptions have improved, but not statistically significantly, while there has been no change in the proportion who would choose the same course and institution…

After two demanding years for everybody in higher education, and particularly for students, it is encouraging to see that in most parts of the UK, undergraduates are beginning to see better value-for-money, and fewer students are reporting poor or very poor value from their academic experience. With much more frequent 'face-to-face' teaching,…

Many of the headline findings reflected in this year's Student Academic Experience Survey (SAES) 2021 will be disappointing to the sector, though perhaps not entirely unexpected. The 2021 SAES was offered to over 47,000 undergraduate students in the United Kingdom (UK) and took place between 2 February 2021 and 22 March 2021, with all four parts…