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Ramesh, Arti; Goldwasser, Dan; Huang, Bert; Daume, Hal; Getoor, Lise – IEEE Transactions on Learning Technologies, 2020
Maintaining and cultivating student engagement is critical for learning. Understanding factors affecting student engagement can help in designing better courses and improving student retention. The large number of participants in massive open online courses (MOOCs) and data collected from their interactions on the MOOC open up avenues for studying…
Descriptors: Online Courses, Learner Engagement, Student Behavior, Success
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Li, Hang; Ding, Wenbiao; Liu, Zitao – International Educational Data Mining Society, 2020
With the rapid emergence of K-12 online learning platforms, a new era of education has been opened up. It is crucial to have a dropout warning framework to preemptively identify K-12 students who are at risk of dropping out of the online courses. Prior researchers have focused on predicting dropout in Massive Open Online Courses (MOOCs), which…
Descriptors: At Risk Students, Online Courses, Elementary Secondary Education, Learning Modalities
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Eliasquevici, Marianne Kogut; da Rocha Seruffo, Marcos César; Resque, Sônia Nazaré Fernandes – International Journal of Distance Education Technologies, 2017
This article presents a study on the variables promoting student retention in distance undergraduate courses at Federal University of Pará, aiming to help school managers minimize student attrition and maximize retention until graduation. The theoretical background is based on Rovai's Composite Model and the methodological approach is conditional…
Descriptors: Distance Education, Case Studies, Academic Persistence, Undergraduate Students
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Glazer, Hilda R.; Murphy, John A. – American Journal of Distance Education, 2015
The first-year experience for students enrolled in an online degree program, particularly the orientation and the first course experience, is critical to success and completion. The experience of one online university in improving persistence through enhancing orientation and the first academic course is presented. Factors impacting persistence…
Descriptors: Online Courses, Academic Persistence, College Students, Distance Education
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Savage, Hallie; Raehsler, Rod D.; Fiedor, Joseph – Journal of the National Collegiate Honors Council, 2014
One of the most important issues in any educational environment is identifying factors that promote academic success. A plethora of research on such factors exists across most academic fields, involving a wide range of student demographics, and the definition of student success varies across the range of studies published. The analysis in this…
Descriptors: Honors Curriculum, Performance Factors, Graduation Rate, Regression (Statistics)
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Mendoza, Pilar; Villarreal, Pedro, III; Gunderson, Alee – Research in Higher Education, 2014
This study employs the 2007-2008 National Postsecondary Student Aid Study and the National Research Center's survey data, "A Data-Based Assessment of Research-Doctorate Programs in the United States," to investigate the (1) the effects of debt in relation to tuition and fees paid and (2) the effects of teaching assistantships,…
Descriptors: Graduate Students, Doctoral Programs, Academic Persistence, Debt (Financial)
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Morrison, Michael C. – Journal of College Student Retention: Research, Theory & Practice, 2013
Graduation outcomes are analyzed at public and private baccalaureate colleges and universities in the United States. The purpose is to determine the effect of institutional characteristics on a binary indicator of college graduation. The effect of the percentage of Pell grant recipients on graduation outcomes is of primary interest, controlling…
Descriptors: Grants, Private Colleges, Institutional Characteristics, Universities
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Budden, Michael C.; Hsing, Yu; Budden, Connie B.; Hall, Michelle – Contemporary Issues in Education Research, 2010
Using a sample of 2,137 university students and applying the logit model, we find that the probability for students to return in fall 2008 is higher with a higher cumulative GPA, a higher grade for SE 101, and a returning status in the previous semester. Several other explanatory variables are tested and have insignificant coefficients. A few…
Descriptors: Regression (Statistics), College Students, Models, Probability
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Nelson-Field, Karen; Goodman, Steven – Higher Education Review, 2011
This study evaluates the relationship between student counselling intervention and university persistence. We find that students deemed high-risk can directly benefit from student counselling intervention thus reducing their propensity to withdraw. We find that the characteristics of students who are at greatest risk of withdrawal include both…
Descriptors: Intervention, Probability, Student Attrition, Risk
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Cragg, Kristina M. – Research in Higher Education, 2009
The purpose of this study is to identify student and institutional characteristics that influence the probability for graduation. The study delves further into the probability for graduation by examining how far the student deviates from the institutional mean with respect to academics and affordability; this concept is referred to as the "match."…
Descriptors: Graduation, Institutional Characteristics, Multivariate Analysis, Probability
Nandeshwar, Ashutosh R. – ProQuest LLC, 2010
In the modern world, higher education is transitioning from enrollment mode to recruitment mode. This shift paved the way for institutional research and policy making from historical data perspective. More and more universities in the U.S. are implementing and using enterprise resource planning (ERP) systems, which collect vast amounts of data.…
Descriptors: Higher Education, Institutional Research, Graduation Rate, Program Effectiveness
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers