Purpose: The main purpose of this study is to evaluate the extent of dropout students and identify the relationship between risk factors of dropout and the survival time of students. Design/methodology/approach: The Kaplan-Meier estimator (KM), also known as the product-limit technique, is a nonparametric model function that is commonly used in…

Higher education dropout rates in Colombia are the second highest in Latin-America. Almost 50% of students who start an undergraduate program in Colombia drop out. In this paper, we present a systematic literature review that surveys publications related to university dropout in Colombia between 2000 and 2021. This review followed the Kitchenham…

School non-completion and non-completers' subsequent pathways into employment or back into education are enduring issues for policy-makers in Australia. Understanding the factors that predict a higher probability of leaving school before completing Year 12, as well as those that increase the chance of reengaging with education, can inform action…

Ph.D. dropout is a persistent and challenging issue in higher education, with significant implications for individual students, academic institutions, and the broader society. This research paper aims to explore the factors contributing to Ph.D. students' decision to dropout and their interrelationships. For this purpose, we employed the hybrid…

We propose a novel approach to address the issue of college student attrition by developing a hybrid model that combines a structural neural network with a piecewise exponential model. This hybrid model not only shows the potential to robustly identify students who are at high risk of dropout, but also provides insights into which factors are most…

Within OECD countries, 20% of university students continue no further than the first year. The objective of this research is to analyse the antecedents of student commitment, so as to design action plans for reducing dropout rates within higher education. Educational engagement, student--university identification and perception of performance were…

Higher education dropout has been considered a major concern for several researchers in the field of education around the World. Although different studies were carried out to deal with the topic, they all faced common limitations. This paper explores the twofold research conducted to investigate higher education dropout in Education studies at…

University dropout is a phenomenon of growing interest in the knowledge society. However, it is a complex phenomenon in which a variety of academic and social variables interact with each other. Cyberbullying is also something that has been the subject of increased research recently, and although it has most often been studied in primary and…

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…

Student dropout can be conceptualized as a decision-making process, consisting of different phases. Based on previous literature on student dropout, decision-making, and action-phases, we proposed that the process of developing dropout intentions includes the following phases: "non-fit perception," "thoughts of…

This study investigates community college skills builders--students who enroll for a short time, take courses concentrated in career and technical education (CTE), are highly successful in their coursework, but typically leave college without a postsecondary credential. Drawing on administrative data from Colorado, Ohio, Michigan, and California,…

We investigated changes in youths' intentions to quit school after following a group-based cognitive behaviour therapy (CBT) based intervention for depressed adolescents in upper secondary school: the Adolescent Coping with Depression Course (ACDC). Data were collected from 228 youths, 133 of whom received the 14-week ACDC intervention and 95 who…

Taking the perspective of career choice as a lifelong, iterative, constructive, and agentic process, the present study focuses on the development of vocational aspirations of nursing trainees; that is, thoughts about a long-term perspective in nursing (i.e., persistence), ideas of finishing the training but changing into another profession after…

The Kansas Graduate and Dropout Handbook provides a comprehensive overview of how the Kansas State Department of Education (KSDE) calculates and reports the Adjusted Cohort Graduation and Annual Dropout Rates. Sections include: (1) Introduction; (2) Terminology; (3) Data Sources; (4) Graduation Calculations; (5) Dropout Calculation; and (6)…

Dating back to 1998, researchers established that adults learn differently than younger, recent high school graduates. Even with decades of research on the topic, approximately 39 million American adults have attended college but left school without obtaining a degree. The research questions addressed the purpose of this qualitative exploratory…