This study estimates the short- and long-term effects of undergraduate educational debt on students' decisions to apply and to enroll in graduate school after completing requirements for a baccalaureate degree, using marginal mean weighting through stratification method (MMW-S) to analyze data from the National Center for Education Statistics…

This article examines the strategies of a 'new rich' class in China to transmit advantages to their children through admission into highly ranked overseas universities. In-depth interviews were conducted with parents (n = 16) and students (n = 60) at international high schools that cater to the local population in Shenzhen. The findings…

Universities websites have become a recruitment tool that is popular with students. Recruitment pages often seek to demonstrate the benefits of studying at the institution by adopting an objective approach that makes use of textual content that emphasises facts and data. Story-based text consisting of alumni experiences of a programme of studies…

In this paper, we address whether the provision of contextual information about where students live and learn has the potential to expand postsecondary opportunities to students from disadvantaged neighborhoods and high schools. To examine this question, we describe the results of field experiments with admissions officers working in eight…

This study uses a series of panel models to explore the effect of North Carolina (NC) College Application Week (CAW) and free college applications during that week on the number of applications colleges receive and number of low-income students who matriculate. Our models suggest that NC saw an increase in applications and low-income student…

A sizable number of low-income high school graduates enroll in colleges less selective than their academic qualifications would allow or forgo postsecondary altogether despite being college-ready. One potential cause of this "undermatching" is that some students have limited access to information about their college options. We…

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…

This study investigated the underexplored topic of teacher preparation program admissions processes by interviewing faculty and analyzing program documents. We investigated how 31 K-12 mathematics and science teacher preparation programs (MSTPPs) and faculty attend to diversity, equity, inclusion, and social and racial justice (DEIJ). Specific…

Artificial Intelligence (AI) strives to create intelligent machines with human-like abilities. However, like humans, AI can be prone to implicit biases due to flaws in data or algorithms. These biases may cause discriminatory outcomes and decrease trust in AI. Bias in higher education admission may limit access to opportunities and further social…

Purpose: This study draws on genre theory to analyze the linguistic and discursive presentation of the self in successful US college application essays. Research Methods: We used qualitative discourse analysis informed by the systemic functional linguistic concepts of field, tenor, and mode to analyze 20 sample application essays identified as…

This paper contributes to debates about gender and diversity in teaching. Exploring the underrepresentation of males, socially constructed as a privileged group, is a complex task for researchers working within a social justice framework. Drawing on a national dataset (N = 5,627), we explore entry patterns to primary and post-primary Initial…

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,…

When President Biden nominated Ketanji Brown Jackson for the U.S. Supreme Court, it seemed like a major civil rights victory. But that victory could feel like a bitter irony this fall, when the high court hears two cases that will likely obliterate affirmative action. If Jackson gets approved by the Senate, she will probably be making two…

This study assesses differential prediction and differential validity in higher-education admissions policy for individuals with various disabilities, who were granted or denied (on either technical grounds or professional considerations) test accommodations on the Israeli Psychometric Entrance Test (PET). The sample comprised 124,501 records of…

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…