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Kenneth Tyler Wilcox; Ross Jacobucci; Zhiyong Zhang; Brooke A. Ammerman – Grantee Submission, 2023
Text is a burgeoning data source for psychological researchers, but little methodological research has focused on adapting popular modeling approaches for text to the context of psychological research. One popular measurement model for text, topic modeling, uses a latent mixture model to represent topics underlying a body of documents. Recently,…
Descriptors: Bayesian Statistics, Content Analysis, Undergraduate Students, Self Destructive Behavior
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Köhler, Carmen; Hartig, Johannes; Naumann, Alexander – Educational Psychology Review, 2021
The article focuses on estimating effects in nonrandomized studies with two outcome measurement occasions and one predictor variable. Given such a design, the analysis approach can be to include the measurement at the previous time point as a predictor in the regression model (ANCOVA), or to predict the change-score of the outcome variable…
Descriptors: Research Design, Statistical Analysis, Educational Research, Computation
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Sorjonen, Kimmo; Melin, Bo; Ingre, Michael – Educational and Psychological Measurement, 2019
The present simulation study indicates that a method where the regression effect of a predictor (X) on an outcome at follow-up (Y1) is calculated while adjusting for the outcome at baseline (Y0) can give spurious findings, especially when there is a strong correlation between X and Y0 and when the test-retest correlation between Y0 and Y1 is…
Descriptors: Predictor Variables, Regression (Statistics), Correlation, Error of Measurement
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Enders, Craig K.; Du, Han; Keller, Brian T. – Grantee Submission, 2019
Despite the broad appeal of missing data handling approaches that assume a missing at random (MAR) mechanism (e.g., multiple imputation and maximum likelihood estimation), some very common analysis models in the behavioral science literature are known to cause bias-inducing problems for these approaches. Regression models with incomplete…
Descriptors: Hierarchical Linear Modeling, Regression (Statistics), Predictor Variables, Bayesian Statistics
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Dalkiran, Oguzhan – Journal of Education and Training Studies, 2018
The aim of the study is to determine the relationship between the attendance of theoretical and applied field courses and the success status of the students attending Sports Science Faculty. The data of the study consisted of 68 female and 88 male students in the Faculty of Sports Sciences; two lectures and two practicals, and 624 grade points and…
Descriptors: Correlation, Success, Attendance, Statistical Analysis
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
Wynn, Jesse – ProQuest LLC, 2017
The intention of this study was to better understand how certain aspects in a college student's life (i.e., perceived stress, styles of coping, and social support) or how combinations of these variables may contribute to higher levels of alcohol consumption. The present study examined the relationship between perceived stress, functional coping…
Descriptors: Undergraduate Students, Anxiety, Coping, Social Support Groups
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Yilmaz, Emrullah; Kaygin, Hüseyin – Journal of Education and Training Studies, 2018
The aim of this study is to reveal the relation between lifelong learning tendency and achievement motivation. The sampling of the study consisted of 570 prospective teachers attending a pedagogical formation course at two universities in Turkey in 2016. Relational screening model was used in the study and the data were collected through…
Descriptors: Correlation, Lifelong Learning, Achievement Need, Foreign Countries
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Hicks, Catherine – Journal of Workplace Learning, 2018
Purpose: This paper aims to explore predicting employee learning activity via employee characteristics and usage for two online learning tools. Design/methodology/approach: Statistical analysis focused on observational data collected from user logs. Data are analyzed via regression models. Findings: Findings are presented for over 40,000…
Descriptors: Workplace Learning, Electronic Learning, Participation, Employees
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Kaygin, Hüseyin; Yilmaz, Emrullah; Semerci, Çetin – Universal Journal of Educational Research, 2017
This study aims to reveal the relationship between lifelong learning and philosophies of education. The sampling of the study consisted of 570 prospective teachers attending a pedagogical formation course at Bartin University and Bülent Ecevit University in 2016. Relational screening model was used in the study and the data were collected through…
Descriptors: Lifelong Learning, Educational Philosophy, Preservice Teachers, Correlation
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Clark, Madeline; Moe, Jeff; Hays, Danica G. – Counselor Education and Supervision, 2017
The authors explored the relationship between counselors' multicultural counseling competence (MCC), poverty beliefs, and select demographic factors. Results of hierarchical linear regressions indicate that MCC is predictive of counselor individualistic and structural poverty beliefs. Implications for counselor multicultural training and immersion…
Descriptors: Counselors, Counselor Attitudes, Beliefs, Poverty
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Cohn, Neil; Bender, Patrick – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2017
Theories of visual narrative understanding have often focused on the changes in meaning across a sequence, like shifts in characters, spatial location, and causation, as cues for breaks in the structure of a discourse. In contrast, the theory of visual narrative grammar posits that hierarchic "grammatical" structures operate at the…
Descriptors: Statistical Analysis, Correlation, Cues, Personal Narratives
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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
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Prince, Angela M. T.; Hodge, Janie; Bridges, William C.; Katsiyannis, Antonis – Career Development and Transition for Exceptional Individuals, 2018
Youth with disabilities have consistently poor postschool engagement outcomes in employment and postsecondary education and training. At least once every 6 years, states are required to submit a State Performance Plan in which they report performance on the progress of students with disabilities (20 U.S.C. 1416(b)(1)). Indicator 14 requires states…
Descriptors: Disabilities, Youth Employment, Youth Opportunities, Predictor Variables
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Balyan, Melih – Universal Journal of Educational Research, 2018
The purpose of the present study was to examine the relationship between coaching efficacy and conflict management style of the soccer coaches. The sample included 224 male soccer coaches ranging in coaching experience from 2 to 15 years. The Coaching Efficacy Scale and The Rahim Organizational Conflict Inventory were used to measure coaching…
Descriptors: Conflict Resolution, Team Sports, Athletic Coaches, Self Efficacy
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