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Sage, Andrew J.; Cervato, Cinzia; Genschel, Ulrike; Ogilvie, Craig A. – Journal of College Student Retention: Research, Theory & Practice, 2021
Students are most likely to leave science, technology, engineering, and mathematics (STEM) majors during their first year of college. We developed an analytic approach using random forests to identify at-risk students. This method is deployable midway through the first semester and accounts for academic preparation, early engagement in university…
Descriptors: Majors (Students), Identification, Student Satisfaction, At Risk Students
Lee, Jieun; Blankenship, Benjamin B. – Journal of College Student Retention: Research, Theory & Practice, 2021
This study investigated at-risk freshmen's "future-oriented motivation" (motivation for developing and pursuing academic future goals) and "future-oriented self-regulated learning" (commitment to utilizing self-regulatory strategies to achieve those goals) using the Persistent Academic Possible Selves Scale (PAPSS). Study goals…
Descriptors: Academic Probation, Academic Achievement, Low Achievement, Grade Point Average
Espinoza, Penelope; Genna, Gaspare M. – Journal of College Student Retention: Research, Theory & Practice, 2021
Performance during the first year of college and in introductory courses has been widely identified as critical to college students' retention and success. Accordingly, interventions to assist beginning college students in gateway courses have gained increased attention in higher education. This study tested such an intervention using learning…
Descriptors: Identification, Intervention, Class Size, Introductory Courses
Reysen, Rebekah H.; Degges-White, Suzanne; Reysen, Matthew B. – Journal of College Student Retention: Research, Theory & Practice, 2020
The purpose of this study was to explore the relationship among academic entitlement, life satisfaction, and academic performance as measured by cumulative grade point average. When comparing academically at-risk versus non-at-risk college students, academically at-risk students scored significantly lower on satisfaction with life than their…
Descriptors: Academic Achievement, Correlation, Student Attitudes, Life Satisfaction
Zilvinskis, John; Borden, Victor; Severtis, Ronald E., Jr. – Journal of College Student Retention: Research, Theory & Practice, 2020
Colleges and universities employ conditional admission policies to identify students with subpar academic qualifications, who may need additional support to succeed. Using institutional data of more than 2,000 students, the study applies labeling theory to a quasi-experimental design (difference-in-differences testing), measuring the effects of a…
Descriptors: College Admission, School Policy, Grade Point Average, College Credits
Campbell, Corbin M.; Mislevy, Jessica L. – Journal of College Student Retention: Research, Theory & Practice, 2013
Along with the massification of higher education and increasing costs, the pressure on institutions to retain all students to degree completion has been mounting. Early identification of students who are at risk of leaving an institution may help institutions to target and retain these students. This study investigated whether freshmen behaviors,…
Descriptors: Identification, At Risk Students, School Holding Power, Enrollment