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Marta Pellegrini; Carmen Pannone; Daniela Fadda; Laura Francesca Scalas; Giuliano Vivanet; Amanda Neitzel – Campbell Systematic Reviews, 2025
The issue of students dropping out before completing secondary education is a global concern with significant individual and societal consequences. Various terms, such as Early School Leaving (ESL), Early Leaving from Education and Training (ELET), and school dropout, reflect different policy perspectives on this phenomenon. Despite international…
Descriptors: Dropout Prevention, Intervention, Compensation (Remuneration), Potential Dropouts
Melisa Diaz Lema; Melvin Vooren; Marta Cannistrà; Chris van Klaveren; Tommaso Agasisti; Ilja Cornelisz – Studies in Higher Education, 2024
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…
Descriptors: Foreign Countries, Dropout Research, College Students, Dropouts
Jialun Pan; Zhanzhan Zhao; Dongkun Han – IEEE Transactions on Learning Technologies, 2025
Properly predicting students' academic performance is crucial for elevating educational outcomes in various disciplines. Through precise performance prediction, schools can quickly pinpoint students facing challenges and provide customized educational materials suited to their specific learning needs. The reliance on teachers' experience to…
Descriptors: Prediction, Academic Achievement, At Risk Students, Artificial Intelligence
Andrea Zanellati; Stefano Pio Zingaro; Maurizio Gabbrielli – IEEE Transactions on Learning Technologies, 2024
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…
Descriptors: Dropouts, Dropout Characteristics, Potential Dropouts, Artificial Intelligence
Popa Berce, Carmen Alina; Heciu, Iulia; Bochis, Laura – Acta Didactica Napocensia, 2022
The aim of the study is to highlight the efficiency of a program of activities implemented to develop the level of learning metacognitive awareness of students with low academic performance. The study was conducted on a total of 28 students from the Faculty of Social Humanistic Sciences, University of Oradea, Romania, equally divided into two…
Descriptors: Metacognition, Low Achievement, Academic Achievement, Electronic Learning
Roberts, Nicola – Journal of Further and Higher Education, 2023
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…
Descriptors: Predictor Variables, Academic Achievement, Academic Failure, College Freshmen
Florence Xiaotao Ran; Hojung Lee – Annenberg Institute for School Reform at Brown University, 2024
The landscape of developmental education has experienced significant shifts over the last decade nationwide, as more than 20 states and higher education systems have transitioned from the traditional prerequisite model to corequisite remediation. Drawing on administrative data from Tennessee community colleges from 2010 to 2020, this study…
Descriptors: Required Courses, Remedial Programs, Remedial Instruction, Program Effectiveness
Katrina A. Roxas; April L. Shapiro; Sheri C. Chisholm; Diana L. Niland; Michelle A. House – Journal of American College Health, 2024
Objective: Homesickness among university students may impact their wellbeing and academic success. The study purpose was to examine homesickness and self-reported outcomes/university life events among students on a rural Appalachian campus. Methods: A descriptive study (N = 91) using electronic questionnaires was conducted. Results: Most…
Descriptors: College Students, Universities, Student Attitudes, Adjustment (to Environment)
Mourdi, Youssef; Sadgal, Mohammed; Berrada Fathi, Wafa; El Kabtane, Hamada – Turkish Online Journal of Distance Education, 2020
At the beginning of the 2010 decade, the world of education and more specifically e-learning was revolutionized by the emergence of Massive Open Online Courses, better known by their acronym MOOC. Proposed more and more by universities and training centers around the world, MOOCs have become an undeniable asset for any student or person seeking to…
Descriptors: Online Courses, Classification, Artificial Intelligence, Distance Education
Gallego, María Gómez; Perez de los Cobos, Alfonso Palazón; Gallego, Juan Cándido Gómez – Education Sciences, 2021
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…
Descriptors: Identification, At Risk Students, Potential Dropouts, Cognitive Processes
Leesa D. Giles – ProQuest LLC, 2021
Schools across Texas are tasked with detailing action plans in support of students identified as at-risk of dropping out (TEA, 2020b). The intent of this study was to learn the perspective of students, identified as at-risk of dropping out, in terms of whether there is a relationship between campus retention/recovery intervention efforts and their…
Descriptors: High School Students, At Risk Students, Potential Dropouts, School Holding Power
Kristen M. Cummings; K. C. Deane; Brian P. McCall; Stephen L. DesJardins – Grantee Submission, 2022
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…
Descriptors: Scholarships, Student Financial Aid, Grade Point Average, Academic Achievement
Kristen M. Cummings; K. C. Deane; Brian P. McCall; Stephen L. DesJardins – Journal of Higher Education, 2022
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…
Descriptors: Scholarships, Student Financial Aid, Grade Point Average, Academic Achievement
Schmid, Evi; Garrels, Veerle – Educational Research, 2021
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…
Descriptors: Parent Participation, Parent Student Relationship, Secondary School Students, Adolescents
David Christopher Averett – ProQuest LLC, 2019
The current mixed method study examined the impact of mentoring on a selected group of at risk students attending a north Texas high school. The study compared the group of mentored students to a group of students selected from the list of at risk students attending the same high school. The study examined the grade point average, attendance, and…
Descriptors: High School Students, At Risk Students, Potential Dropouts, Dropout Prevention
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