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Full-Text Articles in Education
"Why Am I In School?": A Mixed Methods Investigation Into Stopping Out Of College., Kathryn Gardner Adamchik
"Why Am I In School?": A Mixed Methods Investigation Into Stopping Out Of College., Kathryn Gardner Adamchik
Electronic Theses and Dissertations
Higher education research often looks at student retention as a dichotomous outcome, either students stay enrolled or not; however, students’ enrollment pathways are more complicated than that as they frequently transfer, swirl between institutions, and stopout and return. This study was designed to explore students who stopout and return to the same institution within their six-year graduation window. More specifically, I sought to learn who stops out, why they stopout, what happens while out, why they come back, and what may be different upon their return. Four conceptual frameworks were applied to understand students’ experiences with stopping out including Tinto’s …
Classification Of One-Year Student Persistence: A Machine Learning Approach, Ben Siebrase
Classification Of One-Year Student Persistence: A Machine Learning Approach, Ben Siebrase
Electronic Theses and Dissertations
Multilayer perceptron neural networks, Gaussian naïve Bayes, and logistic regression classifiers were compared when used to make early predictions regarding one-year college student persistence. Two iterations of each model were built, utilizing a grid search process within 10-fold cross-validation in order to tune model parameters for optimal performance on the classification metrics F-Beta and F-1. The results of logistic regression, the historically favored approach in the domain, were compared to the alternative approaches of multilayer perceptron and naïve Bayes based primarily on FBeta and F-1 score performance on a hold-out dataset. A single logistic regression model was found to perform …
The Effect Of Motivation On Student Persistence In Online Higher Education: A Phenomenological Study Of How Adult Learners Experience Motivation In A Web-Based Distance Learning Environment, Kevin Lucey
Electronic Theses and Dissertations
The purpose of this study was to investigate the role of motivation in the persistence of adults enrolled in online higher education. Since the 1990’s, online courses and programs have proliferated across higher education, with adults (ages 25 and over) currently making up the largest portion of online enrollments. Online courses, however, suffer from a higher rate of student attrition than their hybrid and face-to-face counterparts. Although it is difficult to attribute the high rate of attrition in online education to any one factor, research has identified a lack of motivation as a primary cause of student dropout. Likewise, studies …
Relationships Between Institutional Characteristics And Student Retention And Graduation Rates At Sacscoc Level Iii Institutions, Kala Perkins-Holtsclaw
Relationships Between Institutional Characteristics And Student Retention And Graduation Rates At Sacscoc Level Iii Institutions, Kala Perkins-Holtsclaw
Electronic Theses and Dissertations
As the United States struggles to be globally competitive with the number of students completing a college degree higher education leaders continue seeking answers to improving student retention and graduation rates. Decades of research has been conducted on investigating factors that impact student retention and graduation with the majority of that research being centered on student attributes and students’ precollege characteristics. Research has been limited on institutional characteristics and their associations with student retention and graduation rates. Therefore the purpose of this study was to examine the extent that specific institutional characteristics predict first-year, full-time, fall-to-fall retention rates and 6-year …
Fostering Sense Of Belonging : A Multi-Case Study Of Black Male Retention Initiatives., Jarrod Elliott Druery
Fostering Sense Of Belonging : A Multi-Case Study Of Black Male Retention Initiatives., Jarrod Elliott Druery
Electronic Theses and Dissertations
The retention and graduation rates of Black male collegians continues to be a work in progress for colleges and universities in the U.S. Researchers have highlighted impediments to student success and degree attainment of this population at historically White institutions (HWIs)—with racism being prominent. As a result, recent efforts have been made to promote success and persistence among Black men in college. Within the last decade, Black male initiatives (BMI) have emerged on college campuses across the country. BMIs are programs aimed at increasing persistence and success among Black male collegians. Based on the newness of these initiatives, there is …
Understanding Why Women Stay: Examining Persistence Factors Of Women Majoring In Science And Technology Programs In Public Ethiopian Universities Using A Mixed Methods Design, Meseret Hailu
Electronic Theses and Dissertations
Amongst African nations, Ethiopia is a unique case in many respects. The country has the second largest population on the continent, is currently experiencing an economic boom, and is a relatively stable nation in the geopolitically volatile "Horn of Africa" region. In the past two decades, the higher education sector in Ethiopia has experienced rapid growth, as evidenced by an increase in both student enrollment and the number of universities. Amongst the various types of higher education institutions, public universities are especially important because they receive the greatest financial support from the Ministry of Education. Moreover, science and technology programs …