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Kwenda, Maxwell Ndigume – Higher Learning Research Communications, 2014
This study highlights factors associated with changes in earned hours for two cohorts of incoming freshmen during their first year. The objectives of this study are twofold: (a) to derive model(s) regressing the cumulative hours earned and differential hours earned on student demographic, socioeconomic, and academic characteristics; and (b) to…
Descriptors: College Credits, Multiple Regression Analysis, College Freshmen, Prediction
Gansemer-Topf, Ann M.; Compton, Jonathan; Wohlgemuth, Darin; Forbes, Greg; Ralston, Ekaterina – Strategic Enrollment Management Quarterly, 2015
Improving student success and degree completion is one of the core principles of strategic enrollment management. To address this principle, institutional data were used to develop a statistical model to identify academically at-risk students. The model employs multiple linear regression techniques to predict students at risk of earning below a…
Descriptors: At Risk Students, Academic Achievement, Multiple Regression Analysis, College Freshmen
Riutta, Satu; Teodorescu, Daniel – Journal of College Student Development, 2014
While leadership development is considered an important goal of education on many campuses, very little is known about how leadership skills develop in a diverse environment, which most colleges will be in the future. We compare causes for Socially Responsible Leadership (SRL) at the end of college students' first year in one diverse liberal arts…
Descriptors: Leadership Training, Campuses, Leadership Qualities, Skill Development
Villavicencio, Felicidad T.; Bernardo, Allan B. I. – British Journal of Educational Psychology, 2013
Background: Research has shown how academic emotions are related to achievement and to cognitive/motivational variables that promote achievement. Mediated models have been proposed to account for the relationships among academic emotions, cognitive/motivational variables, and achievement, and research has supported such mediated models,…
Descriptors: Academic Achievement, Correlation, Questionnaires, Emotional Response
Shim, Woo-jeong – Journal of Student Affairs Research and Practice, 2013
Analyzing data from the Wabash National Study of Liberal Arts Education, this study explored gender differences in the development and learning of college students' leadership capacities as framed with the Social Change Leadership Model (SCM). The results show that female students reported higher scores on six out of eight SCM values, and…
Descriptors: Leadership Training, Gender Differences, College Students, Social Change
Roark, Deborah Jo – ProQuest LLC, 2013
This research study was specifically designed to examine the relationship of a learning communities program, as a standard treatment effect, on the academic performance and retention of college freshmen during the Fall 2008 through Fall 2011 academic semesters, and specifically for a university comprised of higher levels of underrepresented…
Descriptors: College Freshmen, Student Participation, Communities of Practice, Academic Achievement
Shepler, Dustin K.; Woosley, Sherry A. – Journal of Postsecondary Education and Disability, 2012
This study sought to better understand the early integration experiences of college students with disabilities by examining two research questions: (1) How well do the variables in Tinto's (1993) classic model of student attrition predict the early integration experiences of college students with disabilities? and (2) How do students with…
Descriptors: College Students, Social Integration, Disabilities, Statistical Analysis
Kobrin, Jennifer L.; Kim, Rachel; Sackett, Paul – College Board, 2011
There is much debate on the merits and pitfalls of standardized tests for college admission, with questions regarding the format (multiple-choice versus constructed response), cognitive complexity, and content of these assessments (achievement versus aptitude) at the forefront of the discussion. This study addressed these questions by…
Descriptors: College Entrance Examinations, Mathematics Tests, Test Items, Predictive Validity
Herzog, Serge – Education Working Paper Archive, 2008
The greatest limitation in establishing causality in observational studies on the effect of financial aid is the presence of endogeneity or selection bias associated with aid status. To control for this statistical confoundedness that besets the research corpus to date, this study estimates the effect of financial aid on freshmen retention at a…
Descriptors: Income, Student Financial Aid, School Holding Power, Paying for College
Moderator Subgroups for the Estimation of Educational Performance: A Comparison of Prediction Models

Lissitz, Robert W.; Schoenfeldt, Lyle F. – American Educational Research Journal, 1974
The purpose of this study was to compare five predictor models, including two least-square procedures, two probability weighting (semi-Bayesian) methods, and a Bayesian model developed by Lindley. (See also TM 501 088, TM 501 089, and TM 501 090) (Author/NE)
Descriptors: Bayesian Statistics, College Freshmen, Models, Multiple Regression Analysis
Woodley, Alan – 1981
A multivariate model to explain student success and failure at the Open University of the United Kingdom is outlined. The model is based on the results of an evaluation study that explored the suitability of this teaching system for young people under 21 years old. Twenty-three characteristics were designated as social and psychological problems,…
Descriptors: Academic Ability, Academic Failure, Age Differences, Behavior Problems