Study success in Higher Education is of primary importance in the European policy agenda. Yet, given the diverse educational landscape across countries and institutions, more coordinated action is needed to gain a more solid knowledge of the dropout phenomenon. This study aims to gain a better insight into students' dropout based on an integrated…

Academic dropout remains a significant challenge for education systems, necessitating rigorous analysis and targeted interventions. This study employs machine learning techniques, specifically random forest (RF) and feature tokenizer transformer (FTT), to predict academic attrition. Utilizing a comprehensive dataset of over 40 000 students from an…

Globally, statistical analyses have found a range of variables that predict the odds of first-year students failing to progress at their Higher Education Institution (HEI). Some of these studies have included students from a range of disciplines. Yet despite the rise in the number of criminology students in HEIs in the UK, little statistical…

A main goal of the university institution should be to reduce the desertion of its students, in fact, the dropout rate constitutes a basic indicator in the accreditation processes of university centers. Thus, evaluating the cognitive functions and learning skills of students with an increased risk of academic failure can be useful for the adoption…

High school dropout has been associated with negative outcomes, including increased rates of unemployment, incarceration, and mortality. Dropout rates vary significantly depending on individual and environmental factors. The purpose of our study was to use an ecological perspective to concurrently explore student- and school-level predictors…

Dropping out of high school has negative results and implications for individuals and society. The likelihood of dropping out is attributed to both social and academic risk factors. Poor high school attendance, low course completion, and low grade-point-average (GPA) have been identified as three leading indicators that students are at risk for…

This study of high school outcomes in the Baltimore City Public Schools builds on substantial prior research on the early warning indicators of dropping out. It sought to investigate whether the same variables that predicted a non-graduation outcome in other urban districts--attendance, behavior problems, and course failure--were also significant…

Results showed the Scholastic Aptitude Test-verbal section, the Scholastic Aptitude Test-mathematics section, the rank in class, and annual income were not effective predictors of college graduation, withdrawal or academic dismissal status. Future research should investigate the interaction of both antecedent and intervening variables. (Author)

A study examined the variables affecting individuals' decisions to discontinue attendance in or complete their adult basic education (ABE) program. The study sample consisted of 2,323 students enrolled in an ABE program through an urban community college in the Midwest over a 2-year period. Data were derived from student records and program…

The Norfolk, Virginia, city school system had the highest secondary school dropout rate in the State for the 1975-76 academic year. In the study discussed in this paper student dropouts are described from data in their academic files. The wish is expressed that by characterizing dropout prone students, something can be done to save them before…

While some comfort can be taken from the figures which indicate a growing retention rate, there is considerable concern over the very large percentage of students who do not complete full schooling. In the first experiment in order to address the question of the differential effects of variables on school retention across a range of cultural…

Among Blacks attending traditionally Black colleges and those attending traditionally White colleges, college experiences affected outcomes more significantly than social background or high school experience. Thus, type of college experience determined differences in academic achievement, occupational aspirations, and dropout proneness between…

Describes a study conducted at Kirkwood Community College, Iowa, to determine if student scores on the American College Testing Program's Assessment of Student Skills for Entry Transfer (ASSET) placement test could help identify potential dropouts among vocational students and to compare the predictive validity of high school grades and ASSET…

The influence of academic, demographic, and social characteristics of college freshmen on sophomore enrollment status was investigated, along with reasons for attrition. A total of 139 freshmen at St. Edward's University in Texas were surveyed at the beginning and end of the freshman year, using the Survey of Entering Freshmen and the End of…

The Home-School-Community Agent (HSCA) Project of the Columbus, Ohio Public Schools was successful in identifying disruptive pupils and helping them make some positive adjustment to those aspects of their lives that interfere with their success in school. Even though definitive gains in pupil attitudes fell slightly below the project goal, the…