About one-third of college students drop out before finishing their degree. The majority of those remaining will take longer than 4 years to complete their degree at "4-year" institutions. This problem emphasizes the need to identify students who may benefit from support to encourage timely graduation. Here we empirically develop machine…

Expansionary policies to widen participation in higher education have led to a growth in alternative entry pathways into university. This study considers the experiences and retention outcomes of those entering Australian universities through different pathways, and how these vary across diverse student groups. Data were drawn from linked student…

With the increasing availability of high-quality longitudinal data on students in higher education, scholars' interest in how students proceed through higher education has risen. So far, the research field is diverse in theoretical perspectives and methodological approaches. Thus, based on 27 studies published in (higher) education research…

This article presents the results of a cross-institutional survey on PhD students' supervision at Russian universities. It is aimed at answering three questions concerning (1) styles of PhD supervision and their prevalence, (2) the relation between supervision style and PhD students' satisfaction with their supervisor, and (3) the relation between…

During the past two decades, PhD graduate numbers have increased dramatically with graduates viewed by governments as a means to advance the knowledge economy and international competitiveness. Concurrently, universities have also invested in policies to monitor satisfaction, retention, and timely completion--and researchers have expanded the…

The relationship between study success and the nature of 550 first-year law students' study processes was investigated using a modified version of the Approaches to Learning and Studying Inventory. The students were classified into four study profiles according to their approaches to learning, indicating the nature of their study processes. In…

This study examines the effects of undergraduate students participating in independent research with faculty members on four-year graduation and graduate/professional degree aspirations. We analyzed four-year longitudinal data from the Wabash National Study of Liberal Arts Education using multiple analytic techniques. The findings support the…

Undergraduate research is widely perceived as a "high-impact practice" that promotes students' learning, cognition, career planning, and educational attainment. With some exceptions, the existing evidence largely provides support for these beliefs. However, these studies typically examine research experiences that occur later in the…

The primary goal of this paper is to provide a balanced perspective for understanding inequality in research productivity among Korean scholars in humanities and social sciences. Specifically, we examine cumulative advantage over the careers of a sample of Korean social scientists and humanities scholars (N = 8933). Descriptive analyses indicated…

This paper analyzes time to first degree at German universities. The database is the "Absolventenpanel" 2001, a panel study conducted by the "Hochschul-Informations-System." The German university system is characterized by a long duration of study; the regular time is often exceeded. One potential reason might be the high…

In this paper, we provide a comprehensive picture of social selectivity in higher education in Italy by focusing on enrolment and two alternative indicators of success: retention and timely completion. The existing literature has shown that young individuals of disadvantaged backgrounds have lower enrolment probabilities and higher chances of…

Improving student retention in higher education is perceived as vital to the cost-effectiveness of educational systems. Research shows that clear educational goals may influence student retention, which suggests that helping students make more informed choices may improve student retention. In this article, we investigate whether a folk high…