This paper combines a theoretical-based model with a data-driven approach to develop an Early Warning System that detects students who are more likely to dropout. The model uses innovative multilevel statistical and machine learning methods. The paper demonstrates the validity of the approach by applying it to administrative data from a leading…

Purpose: The main purpose of this study is to identify the socioeconomic determinants of dropout from primary schools and to give policy suggestions to address the issue. Design/methodology/approach: A total of 600 dropout and enrolled respondents were selected from 60 government primary schools of district Chiniot. School heads and parents of…

The Connections Project (Pristawa,2014) is designed to assist school personnel in identifying students at-risk for social-emotional concerns by examining students' perceptions of connectedness with adults and peers in school. Currently used in several states, schools complete the screening measure as part of their use of the Multi-Tiered System of…

Tackling early leaving from education and training (ELET) is one of the headline targets for education policy in the European Union. Although ELET rates have been decreasing in most member states, male, socially disadvantaged and immigrant students remain overrepresented in ELET figures. Moreover, students in vocational tracks and students who…

Interest plays a major role in the doctoral experience. However, previous research has not considered how the national context might influence interest. This study focused on exploring cross-national variation in doctoral students' experiences by comparing Finnish, UK and Spanish doctoral students' research interests. Participants (n = 2.426)…

Dropout rates in higher education (HE) are particularly high for non-traditional students which may be due to unadjusted educational policies. Considering as non-traditional the students who are employed at the enrolment moment and using a longitudinal database containing information on 5351 students from a Portuguese HE institution, an event…

Despite the robust literature on the effects of financial aid, the effects of financial aid loss remain largely understudied. We employ a regression discontinuity design, leveraging a minimum GPA scholarship renewal threshold, to examine the effect of losing state merit aid eligibility on college student stop-out, transfer, and bachelor's degree…

Despite the robust literature on the effects of financial aid, the effects of financial aid loss remain largely understudied. We employ a regression discontinuity design, leveraging a minimum GPA scholarship renewal threshold, to examine the effect of losing state merit aid eligibility on college student stop-out, transfer, and bachelor's degree…

Research is available which addresses African American male students with ADHD who have had disciplinary infractions, availability of programs, and problems while in secondary schools. Leading factors contributing to the problem may include lack of support, problems in the school system, poverty, stigmatism, school support, family support, teacher…

The tutor's role in enhancing student retention in distance learning is paramount. This study aims to predict retention and not actual retention by investigating how tutoring support predicts student retention in distance learning at the University of Cape Coast in Ghana. Moore Transactional Distance Theory underpinned the theoretical framework of…

Changing majors or dropping out are of great concern to universities worldwide, but the role of learning approaches in terms of students' persistence has not been previously studied. Changing majors, especially in chemistry, is a severe problem in Finland. Here, learning approach data were collected with the ChemApproach questionnaire from 733…

Online education has been experiencing steadily increasing enrollment rates and it is therefore vital to study student and institutional factors related to dropout risk for online students. Currently, prior research examining this rapidly developing field is limited. With online graduate programs experiencing continuous growth in enrollment rates,…

Background: Parental involvement is positively associated with students' educational success. However, research shows that levels of involvement and participation vary considerably, depending on parents' social and economic resources. Understanding more about the kinds of involvement that matter to students themselves is important, as it may help…

We present an educational data analytics case study aimed at the early detection of potential dropout in Computer Engineering studies in Cuba. We have employed institutional data of 456 students and performed several experiments for predicting their permanency into three (promotion, repetition, and dropout) or two classes (promoting, not…

This study examined graduation and persistence among social and behavioral science students at a regional comprehensive university. Hazard analyses identified predictors of student trajectories, times at which predictors were more or less impactful, and interactions between predictors such that particular risk factors were more detrimental for…