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Using Logistic Regression Model to Identify Student Characteristics to Tailor Graduation Initiatives
Chatterjee, Ayona; Marachi, Christine; Natekar, Shruti; Rai, Chinki; Yeung, Fanny – College Student Journal, 2018
Improving graduation rates is one of the biggest missions in many universities across the country and it is surely the case on the campus of this institution. The work here presents a statistical tool box to use early academic performance as a predictor for graduation with logistic regression and machine learning techniques. The methods described…
Descriptors: Regression (Statistics), Student Characteristics, Graduation, Probability
Jing Liu; Megan Kuhfeld; Monica Lee – Annenberg Institute for School Reform at Brown University, 2023
Noncognitive constructs such as self-efficacy, social awareness, and academic engagement are widely acknowledged as critical components of human capital, but systematic data collection on such skills in school systems is complicated by conceptual ambiguities, measurement challenges and resource constraints. This study addresses this issue by…
Descriptors: Student Behavior, Predictor Variables, Predictive Validity, Academic Achievement
Jing Liu; Megan Kuhfeld; Monica Lee – Educational Policy, 2025
Noncognitive constructs such as self-efficacy, social awareness, and academic engagement are widely acknowledged as critical components of human capital, but systematic data collection on such skills in school systems is complicated by conceptual ambiguities, measurement challenges and resource constraints. This study addresses this issue by…
Descriptors: Social Emotional Learning, Student Characteristics, Demography, Achievement
Okpych, Nathanael J.; Park, Sunggeun; Courtney, Mark E.; Powers, Jenna – Chapin Hall at the University of Chicago, 2021
Graduating from college is a life-transforming achievement for young people with foster care backgrounds. Not only do the majority of adolescents in foster care aspire to finish college, but holding a degree has been associated with an increased likelihood of being employed and having higher earnings. Still, existing research estimates that fewer…
Descriptors: Foster Care, Graduation Rate, Young Adults, Associate Degrees
Raymond Ramirez – ProQuest LLC, 2019
California community colleges account for the overwhelming majority of Latinx student enrollment in public higher education institutions. However, student equity or parity in educational outcomes in California community colleges continue to be a problem, especially for Latino men. While the research concerning these men has increased in recent…
Descriptors: Community Colleges, Hispanic American Students, Community College Students, Barriers
Rumberger, Russell W.; Losen, Daniel J. – Civil Rights Project - Proyecto Derechos Civiles, 2017
This California study focuses on the economic impact of school suspensions at the district level. Every 10th grade student in California was tracked for three years to determine the degree to which suspensions predicted lower graduation rates at the state and district level. This estimated impact on graduation was then used to calculate the…
Descriptors: Suspension, Grade 10, Predictor Variables, Graduation Rate
Jackson, Jacob – Public Policy Institute of California, 2020
These technical appendixes accompany the study, "Getting to Graduation on Time at California State University." The study uses a combination of campus-wide and student-level data from the California State University (CSU) system to examine the relationship between course-taking and on-time graduation. The first appendix provides…
Descriptors: Time to Degree, Academic Persistence, College Credits, Courses
Okpych, Nathanael; Courtney, Mark – Oxford Review of Education, 2019
This paper draws on data collected from two of the most extensive longitudinal studies of care leavers in the US. The Midwest Study (2003-2011) included 732 youths in foster care in three Midwestern states, and the CalYOUTH Study (2012-present) includes 727 youths in California foster care. The paper has three objectives: (1) describe trends in…
Descriptors: Foster Care, Secondary Education, Postsecondary Education, Educational Attainment
Sparks, Lisa Okada – ProQuest LLC, 2017
The purpose of this study was to identify which aspects of mentoring contribute to intent to graduate, college GPA, and levels of thriving in a sample of 416 juniors and seniors at a public university in Southern California. A secondary interest was to determine the extent to which the contribution of the mentoring components to the variation in…
Descriptors: Mentors, First Generation College Students, Grade Point Average, State Universities
Hess, Shelly L.; Uerling, Donald F.; Piland, William E. – Community College Journal of Research and Practice, 2012
This examination of the current status of multicultural education among California community colleges emerged from a perspective that the inclusion of multicultural education has become a major goal of California's leaders within the past five years. The literature revealed minority students tend to have lower retention rates because they become…
Descriptors: Thinking Skills, Graduation Requirements, Minority Groups, Minority Group Students
Okpych, Nathanael J.; Courtney, Mark E.; Dennis, Kristin – Chapin Hall at the University of Chicago, 2017
Finishing high school and attaining a college degree have become increasingly important to finding stable employment and earning a living wage. By age 19, most youth in the US have earned a high school credential and many have entered college. However, the educational attainment of young people who were in foster care as adolescents lags behind…
Descriptors: High School Students, High School Graduates, Graduation, Influences
Moosai, Susan – ProQuest LLC, 2010
In this thesis a prediction model using graduation rate as the performance indicator is obtained for community colleges for three cohort years, 2003, 2004, and 2005 in the states of California, Florida, and Michigan. Multiple Regression analysis, using an aggregate of seven predictor variables, was employed in determining this prediction model.…
Descriptors: Expectation, Graduation Rate, Graduation, Predictor Variables
Lloyd, Jayson D. – ProQuest LLC, 2010
A high school education, which includes access to advanced math courses, has a positive effect on students. Math classes taken in high school show a relationship to higher salaries and college graduation rates. However, the high-stakes accountability system in California, redesigned in 2003 to meet the requirements of the No Child Left Behind Act…
Descriptors: High Schools, Graduation Rate, Federal Legislation, Graduation
McKibben, Bryce; La Rocque, Matthew; Cochrane, Debbie – Association of Community College Trustees, 2014
Student loan default, defined as federal loan borrowers' failure to make any payments for at least 270 days, is an issue of increasing importance to community colleges and their students. This report takes a unique look at student loan default at nine community colleges across the nation, and how those colleges are working to help students avoid…
Descriptors: Loan Default, Loan Repayment, Two Year College Students, Community Colleges
Second-Degree Learners in Associate Degree Nursing Programs: Characteristics and Progression Success
McGinley, Patricia M. – ProQuest LLC, 2013
Second degree learners are attending associate (ADN), accelerated baccalaureate (BSN), and entry level masters (ELM) degree nursing programs. There is limited data related to the socio-demographic characteristics and graduation success rates of students attending accelerated BSN or ELM programs and no data related to second-degree learners…
Descriptors: Nursing, Nursing Education, Nursing Students, Academic Degrees
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