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Julia-Kim Walther; Martin Hecht; Benjamin Nagengast; Steffen Zitzmann – Structural Equation Modeling: A Multidisciplinary Journal, 2024
A two-level data set can be structured in either long format (LF) or wide format (WF), and both have corresponding SEM approaches for estimating multilevel models. Intuitively, one might expect these approaches to perform similarly. However, the two data formats yield data matrices with different numbers of columns and rows, and their "cols :…
Descriptors: Data, Monte Carlo Methods, Statistical Distributions, Matrices
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You, Sukkyung; Conley, Sharon – Educational Management Administration & Leadership, 2015
The subject of teachers' intentions to leave has recently captured the attention of researchers and practitioners. This paper reports on a study that examined the workplace predictors of teachers' intentions to leave for teachers in different career stages. Structural equation modeling was used to assess the plausibility of a conceptual model…
Descriptors: Secondary School Teachers, Models, Structural Equation Models, Predictor Variables
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Guvenc, Hulya – Educational Sciences: Theory and Practice, 2015
The purpose of this study is to investigate relationships between students' engagement versus disaffection and their perceptions of teachers' motivational support styles. To do this a hypothesized structural model specifying the direct relationships of students' engagement and their perceptions of teachers' motivational support is used. The model,…
Descriptors: Foreign Countries, High School Students, Learner Engagement, Secondary School Teachers
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Victorino, Christine A.; Nylund-Gibson, Karen; Conley, Sharon – Journal of Higher Education, 2013
This article reports on a study that investigated the relationship between three dimensions of campus racial climate and faculty satisfaction with a large, nationally representative faculty sample (N = 29,169), using a multilevel structural equation model. Results indicate that campus racial climate has a large and highly significant effect upon…
Descriptors: Higher Education, College Environment, Racial Relations, College Faculty
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Acosta, Sandra; Hsu, Hsien-Yuan – Educational Studies, 2014
This study investigated parent general value of science operationalized in the 2006 questionnaire of the Programme for International Student Assessment (PISA), as a determinant of adolescents' scientific literacy performance. The transmission of academic values literature is small. To the best of our knowledge, no previous studies to date have…
Descriptors: Foreign Countries, Questionnaires, Scientific Literacy, Educational Assessment