Remedial courses may support under-prepared candidates for higher education, but their effectiveness is still questioned especially in European countries, where their introduction is comparably recent. This paper implements a doubly robust estimator to account for heterogeneity between remedial and nonremedial students and possible noncompliance…

While open and distance education gains growing recognition over time, it also faces increasing drop-out rates. Consequently, the development of predictive models for early identification of students at-risk for drop-out could be critical to promote ongoing engagement. This study aims to gain insights into the dropout prediction problem in a…

Chemistry is often daunting for college students, contributing to high attrition rates in STEM majors. This study explored students' perceptions of the challenges in studying chemistry, including task effort and emotional costs. We examined how these perceptions, along with goal approaches, impact academic performance and retention in general…

With the widespread use of learning analytics (LA), ethical concerns about fairness have been raised. Research shows that LA models may be biased against students of certain demographic subgroups. Although fairness has gained significant attention in the broader machine learning (ML) community in the last decade, it is only recently that attention…

In recent years, initiatives and the resulting application of precision education have been applied with increasing frequency in Taiwan; the accompanying discourse has focused on identifying potential applications for artificial intelligence and how to use learning analytics to improve teaching quality and learning outcomes. This study used the…

While intrinsic motivation is often seen as the ideal form of motivation for entering higher education, students may also have external motivations related to the life after graduation. There has been limited focus on how different enrolment motivations are related to dropping out of higher education. In this study, we investigated how motivations…

Student dropout is a frequent phenomenon in higher education institutions that entails high costs for individuals, institutions, and society as a whole. Thus, it is crucial to identify protective factors regarding dropout in cases in which it could have been prevented. In line with Person-Environment Fit Theory, we assume that intrinsic motivation…

School assignment policies are a key lever to increase access to high performing schools and to promote racial and socioeconomic integration. For over 50 years, the Metropolitan Council for Educational Opportunity (METCO) has bussed students of color from Boston, Massachusetts to relatively wealthier and predominantly White suburbs. Using a…

In this article, we explore the reasons why individuals who have dropped out of compulsory education in Greece return as adults to the educational system, particularly to Second Chance Schools. Second Chance Schools were planned and funded by the European Union two decades ago so that member states could offset the consequences of student dropout…

Individuals with autism increasingly enroll in universities, but researchers know little about how their study progresses over time towards degree completion. This exploratory population study uses structural equation modeling to examine patterns in study progression and degree completion of bachelor's students with autism spectrum disorder (n =…

Children from Roma communities are consistently among the lowest academic achievers in many European countries and this holds true in Greece. In Greek schools, Roma students experience high dropout rates and low performance compared to their non-Roma peers. Moreover, in Greece, as elsewhere, Roma experience wide-spread discrimination. Drawing on a…

High dropout rates in STEM disciplines are certainly among the most crucial challenges that higher education is facing. While prior research has mainly applied an individual-centered approach that has helped identify factors explaining student dropout, an important yet under-examined issue is how those responsible for shaping the academic…

Although Massive Open Online Courses (MOOCs) are increasing in popularity, they have been subject to criticism due to the high dropout rate. This study examined the impact of an instructor's personalized email intervention on the rate of completion of a nine week course, which included seven weekly quizzes, and the rate of completion of the final…

An Indonesian MOOC (Massive Online Open Course) aimed to give pre- and in-service English teachers a new online learning experience and equip them to master technological applications for teaching English in class. It has not always been easy for facilitators to assist students to complete MOOC programs. This paper sketches how Indonesian…

University dropout is a serious problem in higher education that is increasingly gaining importance, as it is essential to understand its causes and search for public and institutional policies that can help reduce it. This research uses conventional and extended Cox survival models to analyze the factors behind dropout rates at a co-financed…