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Clark, D. Angus; Nuttall, Amy K.; Bowles, Ryan P. – Grantee Submission, 2018
Latent change score models (LCS) are conceptually powerful tools for analyzing longitudinal data (McArdle & Hamagami, 2001). However, applications of these models typically include constraints on key parameters over time. Although practically useful, strict invariance over time in these parameters is unlikely in real data. This study…
Descriptors: Robustness (Statistics), Statistical Analysis, Longitudinal Studies, Statistical Bias
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Bilgin, Okan; Ince, Murat; Yesilyurt, Erhan – International Journal of Psychology and Educational Studies, 2021
The present study aims to investigate the relationship between university students' school climate and their motivation levels. In this study, whether the school climate and motivation levels differ according to gender and year of study also been examined. The "School Climate Scale for University Students" and "Adult Motivation…
Descriptors: College Students, College Environment, Student Motivation, Environmental Influences
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Serrano Corkin, Danya M.; Lindt, Suzanne F.; Williams, Patrick S. – Learning Environments Research, 2021
Understanding factors within college learning environments that can ameliorate maladaptive academic behaviours such as procrastination could contribute to enhancing college students' success and persistence. Thus, the aims of the current study were to investigate: (a) the degree to which facets of the college classroom motivational environment…
Descriptors: College Environment, Classroom Environment, Student Motivation, Time Management
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Wajeeh Daher; Faaiz Gierdien; Ahlam Anabousy – Journal of Research and Advances in Mathematics Education, 2021
Self-efficacy constructs could predict students' practices and affect in learning the sciences. Researchers have pointed at such constructs as predictors of students' mathematics achievement and performance. Self-efficacy was also studied as predictor of emotions in learning mathematics, though little research has done so regarding self-efficacy…
Descriptors: Self Efficacy, Creativity, Personality Traits, Predictor Variables
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Cris E. Haltom; Tate F. Halverson – Journal of American College Health, 2024
Objective: This study examined relationships between eating disorder risk (EDR), lifestyle variables (e.g., exposure to healthy eating media), and differences among male and female college students. Participants: College students (N = 323) completed survey questionnaires (Fall, 2016). Fifty-three participants retook the survey at a later time.…
Descriptors: Eating Disorders, Life Style, At Risk Students, Gender Differences
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Addison, Letetia; Williams, Densil – Higher Education, Skills and Work-based Learning, 2023
Purpose: This paper aims to provide a parsimonious but rigorous model to assist decision-makers to determine critical factors which can lead to higher graduation rates amongst higher education institution (HEI) participants. It predicts the odds of dropout amongst university students, using HEI data from a developing country. This is used as a…
Descriptors: Prediction, School Holding Power, College Students, Graduation Rate
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Mooney, Robyn – Industry and Higher Education, 2023
Whilst student engagement with learning has been consistently linked to positive academic outcomes, there has been an increasing focus among higher education institutions on the importance of producing employable graduates. This study investigated whether individual differences in socially aversive personality traits predict different types of…
Descriptors: Personality Traits, Learner Engagement, Student Attitudes, Employment Potential
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Liu, Yixing; Levy, Roy; Yel, Nedim; Schulte, Ann C. – School Effectiveness and School Improvement, 2023
Although there is recognition that there may be differential outcomes for groups of students within schools, examination of outcomes for subgroups presents challenges to researchers and policymakers. It complicates analytic procedures, particularly when the number of students per school in the subgroup is small. We explored five alternatives for…
Descriptors: Growth Models, Hierarchical Linear Modeling, School Effectiveness, Academic Achievement
Dakota W. Cintron – ProQuest LLC, 2020
Observable data in empirical social and behavioral science studies are often categorical (i.e., binary, ordinal, or nominal). When categorical data are outcomes, they fail to maintain the scale and distributional properties of linear regression and factor analysis. Attempting to estimate model parameters for categorical outcome data with the…
Descriptors: Factor Analysis, Computation, Statistics, Methods
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Nagy, Gabriel; Ulitzsch, Esther – Educational and Psychological Measurement, 2022
Disengaged item responses pose a threat to the validity of the results provided by large-scale assessments. Several procedures for identifying disengaged responses on the basis of observed response times have been suggested, and item response theory (IRT) models for response engagement have been proposed. We outline that response time-based…
Descriptors: Item Response Theory, Hierarchical Linear Modeling, Predictor Variables, Classification
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Silva-Lugo, Jose L.; Warner, Laura A.; Galindo, Sebastian – Journal of Agricultural Education and Extension, 2022
Purpose: A literature research conducted in education and agricultural education journals published during a period of 10 years revealed that 98% of the studies used parametric analyses. In general, model assumptions were not tested, and statistical criteria were not followed to apply the parametric approach. The objective of this paper is to…
Descriptors: Agricultural Education, Nonparametric Statistics, Educational Research, Models
Amanda Katherine Riske – ProQuest LLC, 2022
This three-article dissertation considers the pedagogical practices for developing statistically literate students and teaching data-driven decision-making with the goal of preparing students for civic engagement and improving student achievement. The first article discusses a critical review of the literature on data-driven decision-making…
Descriptors: Teaching Methods, Data Use, Decision Making, Educational Practices
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DeMars, Christine E. – Journal of Experimental Education, 2020
Multilevel Rasch models are increasingly used to estimate the relationships between test scores and student and school factors. Response data were generated to follow one-, two-, and three-parameter logistic (1PL, 2PL, 3PL) models, but the Rasch model was used to estimate the latent regression parameters. When the response functions followed 2PL…
Descriptors: Hierarchical Linear Modeling, Regression (Statistics), Simulation, Predictor Variables
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Niu, Lian – Educational Review, 2020
This study reviews the international literature of empirical educational research to examine the application of logistic regression. The aim is to examine common practices of the report and interpretation of logistic regression results, and to discuss the implications for educational research. A review of 130 studies suggests that: (a) the…
Descriptors: Regression (Statistics), Educational Research, Statistical Significance, Predictor Variables
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Goldstein, Susan B.; Lopez, Henry N. – Frontiers: The Interdisciplinary Journal of Study Abroad, 2021
Despite a marked increase in study abroad participation in recent decades, first-generation students and Students of Color remain vastly underrepresented. The current study sought to expand the extant literature on first-generation and Latino/a students' study abroad participation by applying an intersectional approach to identifying predictors of…
Descriptors: Study Abroad, Intention, Hispanic American Students, White Students
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