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Risk Modeling of First Year Student Retention at a Community College

Risk Modeling of First Year Student Retention at a Community College
Author: Mark Scott Schwartz
Publisher:
Total Pages: 103
Release: 2016
Genre:
ISBN:

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Set in a medium sized, suburban, two-year community college, this study explores the initial development of an actionable predictive risk model for first-year retention based on data currently collected and to identify target variables upon which data should be collected to improve future versions of the model. Institutional data were analyzed by means of Analysis of Variance and logistic regression and ordinary least squares regression analyses. Results suggested there are several important variables for which data as available but the risk model as developed has relatively low predictive power. The results of this study are used to inform College administrators, faculty, and staff about risk modeling, conclusions that can be drawn from existing data, and provide guidance on additional relevant variables upon which data should be collected. Additionally, recommendations for future research are discussed for this study's institution and the field of education as it relates to Community Colleges.


Undergraduate Student Retention in Context

Undergraduate Student Retention in Context
Author: Bradley C. Litchfield
Publisher:
Total Pages: 164
Release: 2013
Genre:
ISBN:

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This study examined the use of an institutionally-specific risk prediction model in the university's College of Education. Set in a large, urban, public university, the risk model predicted incoming students' first-semester GPAs, which, in turn, predicted the students' risk of attrition. Additionally, the study investigated advising practices within the College of Education via semi-structured interviews with the College's advising staff and a document analysis of students' advising notes in an attempt to find thematic links between undergraduate retention and usage of an advising center. Data were analyzed to determine the accuracy of the risk model in the College of Education. The results of this study are used to inform the College of Education's administration, faculty, and staff about the implications of risk prediction and to suggest potential treatments to increase retention rates. Furthermore, recommendations for future research are discussed for this study's institution and for the field of education.


Improving College Student Retention

Improving College Student Retention
Author: Robert D. Reason
Publisher: Taylor & Francis
Total Pages: 352
Release: 2023-07-03
Genre: Education
ISBN: 1000981118

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Higher education institutions have already begun to see decreasing enrollment numbers, even as higher education enrollment is predicted to drop precipitously starting in 2025. Much of the decrease in enrollment will be driven by demographic trends about which higher education institutions can do little, making the retention of students who do enroll that much more important. Overall retention rates have stagnated and differential retention rates by race and ethnicity have persisted. If higher education institutions, researchers, and policy makers are to improve retention rates, a critical examination of the current state and future directions of retention research is essential.This edited volume begins that examination by addressing several questions: What are the needed directions in theory and research on college student persistence and how do we translate new theory and research into effective practices? Are we asking the right questions, looking in the right places, or trying to apply out-of-date theories to new populations? In short, how can the research community help institutions improve retention in this challenging time?


College Student Retention

College Student Retention
Author: Alan Seidman
Publisher: Rowman & Littlefield
Total Pages: 359
Release: 2024-08-09
Genre: Education
ISBN: 1475872364

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College student retention continues to be a top priority among colleges, universities, educators, federal and state legislatures, parents and students. While access to higher education is virtually universally available, many students who start in a higher education program do not complete the program or achieve their academic and personal goals. In spite of the programs and services colleges and universities have devoted to this issue, student retention and graduation rates have not improved considerably over time. College Student Retention: Formula for Student Success, Third Edition offers a solution to this vexing problem. It provides background information about college student retention issues and offers the educational community pertinent information to help all types of students succeed. The book lays out the financial implications and trends of retention. Current theories of retention, retention of online students, and retention in community colleges are also thoroughly discussed. Completely new to this edition are chapters that examine retention of minority and international students. Additionally, a formula for student success is provided which if colleges and universities implement student academic and personal goals may be attained.


Minority Student Retention

Minority Student Retention
Author: Alan Seidman
Publisher: Routledge
Total Pages: 319
Release: 2019-05-23
Genre: Education
ISBN: 1351842927

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Student retention continues to be a vexing problem for all colleges and universities. In spite of the money spent on creating programs and services to help retain students until they achieve their academic and personal goals, and graduate, the figures have not improved over time. This is particularly true for minority students, who have a greater attrition rate than majority students. Demographic information shows that the minority population in the United States is growing at a faster rate than the majority. It is imperative that educational institutions find ways to help improve retention rates for all students but particularly minority students. Retention rates should not differ appreciably among different racial/ethnic groups."The Journal of College Student Retention: Research, Theory and Practice" is the only scholarly, peer-reviewed journal devoted solely to college student retention. It has published many articles on minority student retention, and this topic continues to garner much attention. This book is a compilation of the very best of these articles, selected on the basis of reviews by a cadre of experts in the education field. The articles discuss African American, Latino/Latina, Asian and Asian Pacific, Native American, and biracial students, and institutional commitments to retaining a diverse student population. For those interested in this vital area, the collection will teach and inspire them to achieve greater heights and pay additional attention to retaining minority students in our colleges and universities.


The Freshman Year Experience

The Freshman Year Experience
Author: M. Lee Upcraft
Publisher: Jossey-Bass
Total Pages: 486
Release: 1989-05-19
Genre: Business & Economics
ISBN:

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The Freshman Year Experience presents an authoritative, comprehensive guide to the policies, strategies, programs, and services designed to ensure student achievement in the first year of college--and so to facilitate student retention and academic success in subsequent years.


Relationship Between First-year Student Retention, Noncognitive Risk Factors, and Student Advising

Relationship Between First-year Student Retention, Noncognitive Risk Factors, and Student Advising
Author: R. David Roos
Publisher:
Total Pages: 103
Release: 2012
Genre:
ISBN:

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It is well established that such student precollege cognitive measures as high school GPA and test scores (ACT, SAT) have a certain predictive value in student retention. While research is replete with evidence of the value of student advising in a college's retention strategy, there is a gap in the literature on the impact of using noncognitive survey information by advisors to better target student deficiencies. The primary goal of this study was to explore the relationship between retention and exposure to noncognitive risk factor information for students and advisors. One thousand fifty-four freshmen students enrolled in a first-year experience (FYE) course at Dixie State College were given the Student Strengths Inventory (SSI) survey that measures six different noncognitive risk factor variables. By using a regression discontinuity design, students were initially divided into two sample groups using an index score generated by combining the high school GPA and ACT (or equivalent) test score. Students who fell below the cutoff point were further subdivided by random sampling into three groups: (a) students who received their survey results with no further action, (b) students selected for general advisement, and (c) students selected for targeted advisement using the survey results. When comparing the retention rates from fall semester 2009 to fall semester 2010, the retention rates varied as predicted by the researcher; however, these differences in retention could not be attributed to the usage of the survey with one exception: when the treatment group was filtered only to include first-generation students, usage of the survey results was statistically significant in contributing to a 62% retention rate, the highest of any of the sample groups studied.


Assessment of a Community College's First Year Experience Course

Assessment of a Community College's First Year Experience Course
Author: Mark Lanting
Publisher:
Total Pages: 184
Release: 2014
Genre: College freshman
ISBN:

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First Year College Experience is a face-to-face three-credit college course that provided the subject for the current research. The current quantitative, non-experimental research demonstrated that students passing the First Year College Experience course tended to have higher GPAs than students who did not take the course.