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…

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…

Background: Education plays a pivotal role in empowering individuals with the knowledge and skills needed for careers, economic progress, and societal engagement. Dropping out of school before achieving a qualification undermines these opportunities and has an impact on individuals and society (Audit Commission, 2010; OECD, 2023). International…

This study tries to determine the spatial factors that explain school dropout risk across Tunisian delegations. The spatial exploratory analysis allowed us to map the hotspots of school dropout risk. This phenomenon is spreading like a pandemic with spillover effects on neighboring delegations leading to high school dropout clusters probability in…

The purpose of this paper is to analyze the determinants of university dropout in the first year of bachelor programs at Tunisian universities. We consider 160 higher education institutions with an average of 671 bachelor study programs per year from 2013 to 2018. Using several econometric models (pooled ordinary least square, fixed effect model,…

Higher education dropout, or abandonment, represents a contemporary worldwide socioeconomic problem that may be one of the main barriers in the future efforts of the younger generations to bring the world economy forward. Why do students leave higher education prematurely? What can be done to help solve this problem? Does our Higher Education…

A combination of mathematical and statistical modelling techniques may be used to analyse student dropout behaviour. The aim of this study is to combine Survival Analysis and Analytic Hierarchy Process methodologies when identifying students at-risk of dropping out. This combination favours the institutional understanding of dropout as a dynamic…

In Israel, the awareness on the youth dropout from school problem has increased in the last decade. There is no doubt that dealing with this phenomenon poses a challenge to the Israeli society and to the authorities responsible for educational services. It turns out that certain groups among the Israeli population are at a higher risk of dropping…

Main reasons for student dropout from higher education may be low academic performance, poor socialization skills, low confidence levels, busy social life and financial issues. As students' dropout from higher education has been rising, there is a need to understand this problem for finding suitable solutions. Research objectives for this…

There have been several studies regarding the factors as to why students drop out of high school in both urban and rural areas. However, there have been few studies, which have examined why female students in rural areas have left high school before graduating. From 2010-2014, there had been a 29% increase in the dropout rate among female…

This study analyses student and parental perspectives on the decision to drop out from a rural junior high school in northeast China. Data were collected in 2017 via participant observation, focus groups with students who were considered at "high risk of dropping out", and semi-structured interviews with parents. The official Chinese…

This study examined whether recent disruptive events would increase the likelihood of high school dropout among both rural and urban youths, and whether the types of disruptive events preceding dropout would be different in rural vs. urban environments. Based on interviews conducted with early school leavers and matched at-risk schoolmates (N =…

How do labor income shocks affect household investment in upper secondary and tertiary schooling? Using longitudinal data from 2005-15 for Argentina, Brazil, and Mexico, this paper explores the effect of a negative household income shock on the enrollment status of youth ages 15 to 25. The findings suggest that negative income shocks significantly…

This study investigated the effectiveness of a combined academic and personal counselling initiative on student performance and emotional well-being outcomes of 289 at-risk students at a Canadian University. Criterion for risk included academic struggles, mental health distress, or both. The program was developed to be tailored to individual…

Youth who receive services from public mental health, child welfare and delinquency, and homeless systems are often exposed to a number of overlapping child, family, school, and community risk factors. Minimal research, however, has focused on the extent to which single- or multiple-system involvement influences school dropout. Relying on an…