Success for 4-year universities is often measured by graduation and retention rates; however, gaps exist in understanding nonreturning students at private institutions. Recent research is helping to build the lexicon of drop-outs, stop-outs, opt-outs, and transfer-outs to inform strategic retention initiatives. Using an action research method, we…

The objective of this paper is the design of a predictive model of students' desertion in Educational Institutions based on the Analytic Hierarchy Process (AHP). The proposed model is based on a weighted sum of individual probabilities of desertion associated with various factors (explanatory variables) by experts in the combined use of the AHP…

This study examined the differences between first-year students who continued to Year 2 and first-year students who did not return to the second year at a mid-size, public, research university in the mid-south. The study utilized the National Survey of Student Engagement to compare the level of student-faculty interaction, experiences with the…

Despite the importance of obtaining a university degree, retention rates remain a concern for many universities. This longitudinal study provides a multi-domain examination of first-year student characteristics and behaviors that best predict which students graduate. Graduation status was assessed seven years after students entered university.…

Despite considerable evidence that attachment theory is a valuable framework for understanding educational outcomes, associations between attachment representations, academic burnout, engagement, and drop-out have been largely overlooked. In this study, 290 first-year post-secondary students completed attachment, academic burnout, and academic…

Students who are the first in their family to go to university (first-generation students [FGS]) are still underrepresented at universities. One of the considered reasons for this is their lack of social support. Our study followed a group of German students at two time points: after their first educational choice and at the end of their first…

Many existing student persistence and retention studies overlooked the different types of departure (e.g., dropout, transfer) and aggregate them into a single departure variable, as a result, the estimates from these studies are spurious when one is interested in what student characteristics prompt dropout but not transfer. This can be especially…

This study presents a systematic review of the literature on the predicting student retention in higher education through machine learning algorithms based on measures such as dropout risk, attrition risk, and completion risk. A systematic review methodology was employed comprised of review protocol, requirements for study selection, and analysis…

This study examines the dispositions and experiences of support of college students associated with unexpected pathways toward college graduation. The final sample was drawn from a national sample of 3,998 youths who participated in a longitudinal project. Using the k-nearest neighbors' algorithm, we created four groups based on the Québec High…

Background: College dropout has been described as an epidemic, with underrepresented minority (URM) students having the highest dropout rates at colleges and universities. This study examines interpersonal violence and substance use as potential threats to the academic success of URM students. Methods: This study is a secondary data analysis of…

At Erasmus School of Economics about 40% of the students in the bachelor program Economics and Business drop out in the first academic year. We examined whether it is feasible (a) to identify on the basis of their participation and achievement in the first 2 (out of 10) examinations students who drop out in the first year, and (b) to characterize…

While some students drop out early in their academic career, others drop out close to completion. What similarities and differences exist between these early and late dropouts? Using a sample 3,520 first-time, full-time (FTFT) students seeking a bachelor's degree at a state university, this study employs multinomial logistic regression to model…

Violence against university students has significant impact on their mental health. The impact of violence on students' academic performance has received little attention. The primary purpose of this study is to examine the impact of sexual and physical/verbal violence on the academic performance of college students. Data from 74 case files of…

This research examines factors that contribute to persistence of sophomore students. It builds a model to predict the likelihood of leaving the institution by third year and explores whether the concept of transfer receptivity can be used to explain differences in persistence between continuing and transfer sophomore students. Results indicate…

Retention research rarely differentiates between students dismissed from an institution for poor academic performance versus students leaving by choice. As a proxy for studying academic dismissal, this study investigated differences between students leaving college in academic jeopardy after the first year (<2.00 grade point average) and those…