In Japan, the gender gap in attendance at 4-year universities is narrowing, yet significantly fewer women apply to selective colleges. A growing body of literature suggests that gendered expectations of educational returns and cultural stereotypes, most compellingly reflected in parental influence, are pivotal in shaping children's college…

English university admissions increasingly make use of contextual offers, where applicants with certain socio-demographic characteristics can be offered marginally lower entry conditions. This paper presents novel insights on the impact of contextual offer policy on one institutions' patterns of enrolment in 2022/23 via a mixed methods…

Student engagement is a widely used approach for evaluation of the quality of higher education in many countries, because it is considered as a proxy for student learning and academic outcomes, especially when direct measures are unavailable. Pre-college characteristics can affect student engagement and should be taken into account when this…

Access to higher education is often competitive, and much attention has been placed on the question of admission decision-making in such high stakes situations. We identify various approaches to distributive justice and consider these under the framework developed by Pike distinguishes between 'egalitaria' (everyone gets the same); 'necessitia'…

Low-income high-achieving students are less likely than high-income peers to enroll in selective colleges. Financial certainty interventions can address administrative burdens that stifle their enrollment, even when colleges are tuition-free for them. However, we do not know whether these interventions are effective when students enjoy admissions…

Letters of recommendation from school counselors are required to apply to most selective universities. We use cutting-edge natural language processing techniques to algorithmically analyze a national dataset of over 600,000 student applications and counselor recommendation letters submitted through the Common Application. We examine how the length…

This study examines the value of SAT Math scores for predicting first-year college math course performance, beyond HSGPA, and across colleges and universities of varying selectivity. Findings demonstrate that SAT Math scores are a highly useful tool for course placement, above and beyond HS grades, and that the validity of scores hold across…

Contextual admissions schemes are commonly used across the United Kingdom (UK) for admission into higher education (HE) institutions. These schemes consider an applicant's background and circumstances alongside academic achievement to provide a fairer evaluation of progression into university. Several contextual factors have been considered by HE…