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Mandalapu, Varun; Chen, Lujie Karen; Chen, Zhiyuan; Gong, Jiaqi – International Educational Data Mining Society, 2021
With the increasing adoption of Learning Management Systems (LMS) in colleges and universities, research in exploring the interaction data captured by these systems is promising in developing a better learning environment and improving teaching practice. Most of these research efforts focused on course-level variables to predict student…
Descriptors: Integrated Learning Systems, Interaction, Undergraduate Students, Minority Group Students
Allen, Jeff; Mattern, Krista – Educational Measurement: Issues and Practice, 2019
We examined summary indices of high school performance (coursework, grades, and test scores) based on the graded response model (GRM). The indices varied by inclusion of ACT test scores and whether high school courses were constrained to have the same difficulty and discrimination across groups of schools. The indices were examined with respect to…
Descriptors: High School Students, Academic Achievement, Secondary School Curriculum, Difficulty Level
Mikkelsen, Nils J.; Young, Nicholas T.; Caballero, Marcos D. – Physical Review Physics Education Research, 2021
Despite limiting access to applicants from underrepresented racial and ethnic groups, the practice of using hard or soft Graduate Record Examination (GRE) cutoff scores in physics graduate program admissions is still a popular method for reducing the pool of applicants. The present study considers whether the undergraduate institutions of…
Descriptors: Doctoral Programs, Admission Criteria, Selective Admission, Scores
Coleman, Chad; Baker, Ryan S.; Stephenson, Shonte – International Educational Data Mining Society, 2019
Determining which students are at risk of poorer outcomes -- such as dropping out, failing classes, or decreasing standardized examination scores -- has become an important area of research and practice in both K-12 and higher education. The detectors produced from this type of predictive modeling research are increasingly used in early warning…
Descriptors: Prediction, At Risk Students, Predictor Variables, Elementary Secondary Education
English, David; Umbach, Paul D. – Review of Higher Education, 2016
Using the 2000/01 Baccalaureate & Beyond Longitudinal Study (B&B:00/01), this paper employs multilevel modeling to test a conceptual model of graduate school choice that draws significantly from human capital theory while incorporating the salient concepts of cultural and social capital. The model posits that the graduate school choice…
Descriptors: Graduate Students, School Choice, Hierarchical Linear Modeling, Human Capital
Wladis, Claire; Conway, Katherine M.; Hachey, Alyse C. – Community College Review, 2015
Objective: This study analyzes how ethnicity, gender, and non-traditional student characteristics relate to differential online versus face-to-face outcomes in science, technology, engineering, and mathematics (STEM) courses at community colleges. Method: This study used a sample of 3,600 students in online and face-to-face courses matched by…
Descriptors: STEM Education, Online Courses, Racial Differences, Ethnic Groups
Blavos, Alexis A.; Glassman, Tavis; Sheu, Jiunn-Jye; Diehr, Aaron; Deakins, Bethany – Journal of Student Affairs Research and Practice, 2014
This investigation used the Health Belief Model (HBM) to examine perceived barriers and benefits college students hold concerning medical amnesty. Researchers employed a cross-sectional research design with 369 students completing the survey (97% response rate). A path analysis revealed that college students are more likely to seek help during an…
Descriptors: Models, Barriers, College Students, Student Behavior
Starobin, Soko S.; Hagedorn, Linda
Serra; Purnamasari, Agustina; Chen, Yu – Community College Journal of Research and Practice, 2013
This study analyzes the data collected through the Financial Literacy project conducted in the fall semester of 2010 at a land grant research university in the Midwest. A survey instrument, which includes 43 items that measure constructs such as parental influence, financial knowledge and behaviors, and working experience of students while…
Descriptors: College Transfer Students, Money Management, Prediction, Well Being
Yates, Lenora; Sandiford, Janice – Community College Journal of Research and Practice, 2013
The purpose of this study was threefold: (1) to investigate variables associated with learning and performance as measured by the National Council Licensure Examination for Registered Nurses (NCLEX-RN), (2) to validate the predictive value of the Assessment Technologies Institute (ATI) achievement exit exam, and (3) to provide a model that could…
Descriptors: Nursing Education, Nurses, Licensing Examinations (Professions), Exit Examinations
Scott-Clayton, Judith; Minaya, Veronica – Center for Analysis of Postsecondary Education and Employment, 2014
Student employment subsidies are one of the largest types of federal employment subsidies, and one of the oldest forms of student aid. Yet it is unclear whether they help or harm students' long term outcomes. This document contains the appendices to the report "Should Student Employment Be Subsidized? Conditional Counterfactuals and the…
Descriptors: Student Employment, Financial Support, Student Financial Aid, Program Effectiveness
Mozie-Ross, Yvette D. – ProQuest LLC, 2011
This exploratory study contributes to what is known about the college choice process by providing a quantitative comparative analysis to determine how high school graduates who identify teachers as influential in their choice of college differ from graduates who do not. Specifically, this study answers the following research question: How do…
Descriptors: College Choice, Grade Point Average, Statistical Analysis, Comparative Analysis
McCormick, Kimberly G. – ProQuest LLC, 2010
The purpose of this study was to contribute to the research body of literature regarding dual enrollment, the impact and effectiveness of the program, and its relationship to college persistence. The goal was to provide information useful to governing bodies, educational leaders, parents and students. The theoretical construct, defined through the…
Descriptors: High Schools, Grade Point Average, Public Colleges, High School Graduates
Paus, Eva; Robinson, Michael – Frontiers: The Interdisciplinary Journal of Study Abroad, 2008
In this paper, the authors propose one model for an institution-specific analysis which they then apply to the study of their home institution, Mount Holyoke College. The paper advances their understanding of the determinants of study abroad in two important ways. First, it shows that going beyond descriptive statistics and simple correlations and…
Descriptors: Multivariate Analysis, Study Abroad, Models, College Students
Denson, Nida; Chang, Mitchell J. – American Educational Research Journal, 2009
This study addressed two questions: (a) Do different forms of campus racial diversity contribute uniquely to students' learning and educational experiences when they are simultaneously tested utilizing multilevel modeling? (b) Does a campus where students take greater advantage of those diversity opportunities have independent positive effects on…
Descriptors: Cultural Pluralism, Racial Relations, Educational Experience, Racial Differences
Tracey, Terence J.; Sedlacek, William E. – 1980
A two-dimensional model proposing three predictor dimensions (cognitive, noncognitive, and combined) and four criterion dimensions (grade point average (GPA), enrolled or not, graduate or not, and less traditional criteria) is presented. Preliminary results of a study using the model to examine both white and minority student predictors of…
Descriptors: Affective Measures, Black Students, Cognitive Measurement, College Freshmen