The purpose of this study is to examine research on school dropout in open and distance education in the Web of Science (WoS) database using bibliometric analysis and to reveal trends in this area. In line with this goal, a total of 1,615 studies published between 1980 and 2022 were identified in the Web of Science (WoS) indexes. Descriptive and…

Student drop-out is one of the most burning issues in STEM higher education, which induces considerable social and economic costs. Using machine learning tools for the early identification of students at risk of dropping out has gained a lot of interest recently. However, there has been little discussion on dropout prediction using interpretable…

In the last 40 years in much of the western world dropout rates in higher education have remained almost unchanged. Although student retention seems to be the most studied and discussed aspect, nearly every empirical study on the causes of dropout in higher education and even more the impact of retention actions carried out by universities, in…

This study identified the main explanatory factors of dropout in higher education in Rivera, Uruguay, and showed that the limitations and methodological implications related to the polysemic nature of the concept of dropout should be addressed by studies on this subject. Through a systematic search of the international scientific literature, the…

Student drop-out remains a critical issue facing educational professionals. For higher education, the vast research in the past 40 years has been influenced by the work of Tinto and his model of student persistence. In this model are several elements that have proven to sharpen the focus of student drop-out research such as the concept of…

Data from over 21,600 students who left Catalan higher education institutions during the academic years 2000-2001 and 2001-2002 have been analysed in order to describe the academic and personal profiles of university dropouts. Additionally, a telephone survey and face-to-face interviews with a pilot group of leavers were conducted to gather…

This Cedefop study examines the contribution that vocational education and training (VET) can make to reducing early leaving from education and training (ELET). Published in two volumes, this first looks at quantitative data to understand better the extent of early leaving from VET (ELVET). It analyses mechanisms for monitoring early leaving (at…

This Cedefop study focuses on the contribution that vocational education and training (VET) can make to reducing early leaving from education and training (ELET). Published in two volumes, the first is dedicated to understanding better the learning pathways of young students, providing measurements of early leaving in VET, and understanding the…

Women, on average, outnumber men and are more successful in higher education. A literature overview showed that these differences may be explained by gender differences in learner characteristics, by external factors and by institutional factors. This study aims to explain gender differences in higher education in more detail by focusing on one of…

The purpose of this article is to investigate student perceptions of college departure in three state universities in Turkey. Since the beginning of the 1990s, higher Education System in Turkey went through a massification of higher education. The rapid growth brought enrollment and dropout issues in the system. A total of 58 participants were…

Through the use of event-history techniques, we will show that a duration framework is adapted to the analysis of higher education attrition. Our dropout model allows for estimates to vary over time. While some factors exhibit constant effects, like high school characteristics, other effects do vary from the first year to the fourth. Men and women…

College student retention has been and continues to be one of the most important issues facing the higher education community. Despite this importance, little is known about the type and methodological rigor of institutional efforts to increase student retention. This article presents the findings of a study which attempted to gain a clearer…

Since the 1970s, research on why students discontinue their university studies has been a major topic, especially in American educational sociology and university socialization research. With the aid of multilevel models, this contribution examines the relationship between institutional and individual factors in influencing the tendency to drop…

This paper examines the appropriateness of models developed to understand why students do or do not complete their courses in higher education. It is suggested that emphasising integration above regulation has taken attention away from a possible anomic interpretation. A more contextualised, nuanced and psychosocial approach to understanding…

The present study explored possible differences in reasons for withdrawing from higher vocational education between ethnic minority and majority non-completers in the Netherlands. Tinto's model on the departure process was used as a theoretical framework. A total of 1017 non-completers filled in a questionnaire regarding their reasons for…