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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
Giraldo-García, Regina J.; Magiste, Edward J. – College Quarterly, 2018
This study determined that the addition of Structured Learning Assistance (SLA) attendance increased passage rates (from 66.5% to 82%) of first year students in English 101 courses. The model predicts first year students' performance in college writing, controlling for variables such as American College Test scores, and gender. A…
Descriptors: Writing (Composition), Writing Instruction, College English, Predictor Variables
Murray, Adam; Ireland, Ashley; Hackathorn, Jana – College & Research Libraries, 2016
This study examined the predictive relationship between library use by individual students and their retention status in university settings. The methodology builds on a small number of previous studies to examine library use at the individual level to determine if use of specific library services is predictive of retention for freshmen and…
Descriptors: Academic Libraries, Library Services, Predictor Variables, School Holding Power
Lamana Finn, Kim – ProQuest LLC, 2017
The purpose of this study was to investigate the relationships between attachment style, shyness, shame, and college persistence and grade point average. While considerable research was conducted to examine these variables in children, less is known about how these variables interact in a college setting. This study used a quantitative,…
Descriptors: Attachment Behavior, Psychological Patterns, Academic Persistence, Grade Point Average
Liu, Sabrina R.; Kia-Keating, Maryam; Modir, Sheila – Journal of American College Health, 2017
Objectives: To understand predictors of first-year college adjustment in the context of collective trauma, including a school shooting. Participants: Two consecutive years of entering freshman (Year 1 (Y1) N = 169, Year 2 (Y2) N = 94) were surveyed over time: Y1 in October 2012 and March 2013, and Y2 in October 2013 and August 2014. During Y2,…
Descriptors: College Freshmen, Student Adjustment, Trauma, Violence
Pennington, Charlotte R.; Bates, Elizabeth A.; Kaye, Linda K.; Bolam, Lauren T. – Journal of Further and Higher Education, 2018
In view of recent changes in the higher education sector, such as increased tuition fees, a greater focus has been placed on widening participation initiatives and monitoring student satisfaction. The aims of the current study were twofold: (1) to explore whether pre-entry programmes foster successful transition to higher education, and (2) to…
Descriptors: Foreign Countries, College Freshmen, Psychology, Psychological Patterns
van Ooijen-van der Linden, Linda; van der Smagt, Maarten J.; Woertman, Liesbeth; te Pas, Susan F. – Assessment & Evaluation in Higher Education, 2017
Prediction accuracy of academic achievement for admission purposes requires adequate "sensitivity" and "specificity" of admission tools, yet the available information on the validity and predictive power of admission tools is largely based on studies using correlational and regression statistics. The goal of this study was to…
Descriptors: Bias, Perception, Theories, Admission Criteria
Lin, Shu-Hui; Huang, Yun-Chen – Active Learning in Higher Education, 2016
Teachers, especially their teaching behaviours, play an important role in students' learning and students with a high interest in learning show deeper understanding in the classroom. This study intends to explore how far the teacher's charisma--knowledge, character traits, teaching techniques and humour--contribute to students' interest in…
Descriptors: Teacher Characteristics, College Faculty, College Freshmen, Student Interests
Harper, Casandra Elena – Race, Ethnicity and Education, 2016
This longitudinal study of 1,101 multiracial college students from 105 US institutions reveals the dynamic racial designation choices of participants as freshmen and as seniors, as 56% of the sample gave inconsistent responses about their race over time. Logistic regressions predicting a multiracial designation choice as seniors reveal the…
Descriptors: Multiracial Persons, College Freshmen, College Seniors, Predictor Variables
Swafford, Stacy James – ProQuest LLC, 2017
This study examined factors that may affect the retention of first-time, full-time college freshmen to sophomore year. Institutions in the Appalachian College Association (ACA) were invited to participate, and nine of the 35 member schools provided data. The research questions were (1) Is there a relationship between retention for students'…
Descriptors: School Holding Power, College Freshmen, Full Time Students, College Students
Lopez, Miguel – ProQuest LLC, 2017
Researchers, institutional leaders, government policy makers, and leading foundations note the significant role an educated Latina/o population plays in the nation, future workforce, and democracy. This longitudinal study examines the experiences in U.S. colleges and universities that prepare Latina/o students for participation in American…
Descriptors: Hispanic American Students, College Students, Colleges, Universities
Harper, Casandra E.; Yeung, Fanny P. – College Student Journal, 2015
This study utilized logistic regression to test whether students' personal characteristics and experiences significantly predict their likelihood of dating interracially in college. The data were drawn from the Campus Life in America Student Survey (CLASS), which was administered to freshmen who were then resurveyed as juniors (n = 513). The most…
Descriptors: College Students, Predictor Variables, Racial Relations, Dating (Social)
Martín, P.; Potocnik, K.; Fras, A. B. – Studies in Higher Education, 2017
Innovation in the workplace has been claimed to be a key factor in organizational survival and success. As future workers, university students are a major source of future innovations in organizational settings. Before they enter the labour market, it is in the context of Higher Education that they start developing some of their long-term…
Descriptors: Higher Education, Achievement Need, Innovation, Longitudinal Studies
Hootman, Katie C.; Guertin, Kristin A.; Cassano, Patricia A. – Journal of American College Health, 2017
Objective: We investigated predictors of weight gain in college freshmen. Participants: A longitudinal cohort study followed a representative sample of freshmen (N = 264) from 8/2011 to 6/2012. Methods: Repeated measurements of anthropometry, dual-energy X-ray absorptiometry (DXA), physical activity, and diet were collected. We investigated…
Descriptors: College Freshmen, Body Weight, Body Composition, Human Body
Dumford, Amber D.; Cogswell, Cindy A.; Miller, Angie L. – Journal of Effective Teaching, 2016
Learning strategies have been shown to be an important part of success in the classroom, but little research exists that examines differences across major fields concerning the use and faculty emphasis of learning strategies. This study uses data from the National Survey of Student Engagement and the Faculty Survey of Student Engagement to explore…
Descriptors: Learning Strategies, National Surveys, Learner Engagement, Student Surveys