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Jeffrey T. Denning; Lesley J. Turner – Annenberg Institute for School Reform at Brown University, 2024
This paper documents several facts about graduate program graduation rates using administrative data covering public and nonprofit graduate students in Texas. Despite conventional wisdom that most graduate students complete their programs, only 58 percent of who started their program in 2004 graduated within 6 years. Between the 2004 and 2013…
Descriptors: State Universities, Graduation Rate, Graduate Students, Dropouts
Nennstiel, Richard; Brosy, Zoé – European Education, 2023
This paper aims to illustrate the extent to which structural changes and institutional modifications within the higher education landscape influenced the rates of completion, dropout, and changes in the subject of study of Swiss university students between 1975 and 2018. Using administrative data, our results indicate that the completion rate and…
Descriptors: Dropouts, Trend Analysis, Graduation Rate, Higher Education
Sallie Mae Bank, 2024
The is the second edition of Sallie Mae's "How America Completes College" report, which focuses on the experiences of current undergraduate students and considers the real-time barriers to graduation. This year's report identifies key factors impacting a student's journey from accessing higher education to completing their degree or…
Descriptors: College Graduates, Dropouts, Higher Education, Student Motivation
Saule Bekova – Higher Education Research and Development, 2025
The decline in doctoral program completion has become one of the main challenges in doctoral education worldwide. As concern about this issue grows, the number of studies examining the topic has also increased. Many of these studies, which aim to identify the factors that contribute to high attrition rates, rely on cross-sectional data and often…
Descriptors: Intention, Doctoral Degrees, Outcomes of Education, Dropouts
Willoughby, Teena; Dykstra, Victoria W.; Heffer, Taylor; Braccio, Joelle; Shahid, Hamnah – Journal of College Student Retention: Research, Theory & Practice, 2023
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.…
Descriptors: Longitudinal Studies, Prediction, Graduation, Dropouts
Carol A. Mullen; Robert J. Nitowski – International Journal of Educational Reform, 2024
Dropout is a global crisis and an affliction in the United States. This study analyzes graduation rates based on prior academic achievement, attendance, and behavior at an urban American high school in Virginia over 4 years to identify who is (not) graduating and why. Using a correlational, nonexperimental design, four cohorts of graduates were…
Descriptors: Dropouts, High School Students, Graduation Rate, Academic Achievement
Potter, Daniel; Bao, Katharine; Gill, Patrick; Sánchez-Soto, Gabriela; Kennedy, Camila Cigarroa; Stice, Kenneth; Alvear, Sandra; Min, Jie – Houston Education Research Consortium, 2022
Background and Purpose: Each school year, in the state of Texas, students unexpectedly change schools almost 450,000 times. In the Houston region alone, students change schools more than 60,000 times. These school changes are not random, tend to be geographically contained though not within school districts, and carry significant ramifications in…
Descriptors: Student Mobility, Public Schools, Student Characteristics, Academic Achievement
Bahr, Peter Riley; Chen, Yiran; Columbus, Rooney – Journal of Higher Education, 2023
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,…
Descriptors: Vocational Education, Community College Students, Academic Achievement, Skill Development
Canto, Natalia Gil; de Oliveira, Marcelo Albuquerque; Veroneze, Gabriela de Mattos – European Journal of Educational Research, 2022
The article aims to develop a machine-learning algorithm that can predict student's graduation in the Industrial Engineering course at the Federal University of Amazonas based on their performance data. The methodology makes use of an information package of 364 students with an admission period between 2007 and 2019, considering characteristics…
Descriptors: Engineering Education, Prediction, Graduation, Industrial Arts
Coleman, Chad; Baker, Ryan S.; Stephenson, Shonte – International Educational Data Mining Society, 2019
Determining which students are at risk of poorer outcomes -- such as dropping out, failing classes, or decreasing standardized examination scores -- has become an important area of research and practice in both K-12 and higher education. The detectors produced from this type of predictive modeling research are increasingly used in early warning…
Descriptors: Prediction, At Risk Students, Predictor Variables, Elementary Secondary Education
Cardona, Tatiana; Cudney, Elizabeth A.; Hoerl, Roger; Snyder, Jennifer – Journal of College Student Retention: Research, Theory & Practice, 2023
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…
Descriptors: Learning Analytics, Data Analysis, Prediction, Higher Education
Texas Education Agency, 2024
The Texas Education Agency (TEA) prepares an annual report on graduates and dropouts in Texas public secondary schools. This report includes state summaries of the annual dropout rate, longitudinal graduation and dropout rates, and state attrition rates. In addition to statewide statistics, the report provides historical information about dropout…
Descriptors: Secondary School Students, Dropouts, Graduation Rate, High School Graduates
Texas Education Agency, 2021
The Texas Education Agency (TEA) prepares an annual report on graduates and dropouts in Texas public secondary schools. This report includes state summaries of the annual dropout rate, longitudinal graduation and dropout rates, and state attrition rates. In addition to statewide statistics, the report provides historical information about dropout…
Descriptors: Secondary School Students, Dropouts, Dropout Rate, Graduation Rate
Daniel Sparks; Christine Mulhern – Annenberg Institute for School Reform at Brown University, 2024
Counselors are a common school resource for students navigating complicated and consequential education choices. However, most students have limited access to school counselors. We study one of the largest U.S. policies to increase access to school counselors -- California's Supplemental School Counseling Program. The program increased the average…
Descriptors: School Counseling, School Counselors, Educational Policy, Program Evaluation
Guthmuller, Sophie; Meroni, Elena Claudia – European Commission, 2022
This report focuses on the evaluation of 'Higher education grant system for less privileged students' in Portugal, a grant program for students (coming from families) with low income whose purpose is to respond to the real needs of students, ensuring equity in the allocation of social benefits and, as a consequence, promoting social action that…
Descriptors: Program Evaluation, Higher Education, Grants, Educational Finance