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Marsh, Herbert W.; Ludtke, Oliver; Nagengast, Benjamin; Trautwein, Ulrich; Morin, Alexandre J. S.; Abduljabbar, Adel S.; Koller, Olaf – Educational Psychologist, 2012
Classroom context and climate are inherently classroom-level (L2) constructs, but applied researchers sometimes--inappropriately--represent them by student-level (L1) responses in single-level models rather than more appropriate multilevel models. Here we focus on important conceptual issues (distinctions between climate and contextual variables;…
Descriptors: Foreign Countries, Classroom Environment, Educational Research, Research Design
Rodriguez-Campos, Liliana; Rincones-Gomez, Rigoberto; Shen, Jianping – Frontiers of Education in China, 2008
Structural Equation Modeling (SEM) was used in this study to determine the extent to which teachers, principals, and superintendents perceive the leadership construct in the same way. The researchers found that the two-factor model fits the principal group and particularly the superintendent group better than does the four-factor model. The…
Descriptors: Structural Equation Models, Superintendents, Principals, Teacher Attitudes
Chang, Huo-Tsan; Chi, Nai-Wen; Miao, Min-Chih – Journal of Vocational Behavior, 2007
This study explored the relationship between three-component organizational/occupational commitment and organizational/occupational turnover intention, and the reciprocal relationship between organizational and occupational turnover intention with a non-recursive model in collectivist cultural settings. We selected 177 nursing staffs out of 30…
Descriptors: Foreign Countries, Intention, Nursing, Labor Turnover
Darcy, Maria U. A.; Tracey, Terence J. G. – Journal of Counseling Psychology, 2007
The authors examined circumplex models of interest structure across time (Grades 8, 10, and 12), gender, and analytic method in a secondary analysis of vocational interest type (Realistic, Investigative, Artistic, Social, Enterprising, and Conventional) data generated from the American College Testing database (national sample of 69,987 students).…
Descriptors: Grade 8, Structural Equation Models, Multidimensional Scaling, Vocational Interests
Ding, Cody S.; Davison, Mark L.; Petersen, Anne C. – Journal of Educational Measurement, 2005
Latent growth curve modeling provides a powerful and flexible tool for researchers to study individual differences in change as well as the correlates and predictors of change. Recent developments in estimation and hypothesis testing procedures are largely based on confirmatory structural equation approaches. In this article, an alternative…
Descriptors: Pattern Recognition, Multidimensional Scaling, Hypothesis Testing, Individual Differences
Shin, Tacksoo – Asia Pacific Education Review, 2007
This study introduces three growth modeling techniques: latent growth modeling (LGM), hierarchical linear modeling (HLM), and longitudinal profile analysis via multidimensional scaling (LPAMS). It compares the multilevel growth parameter estimates and potential predictor effects obtained using LGM, HLM, and LPAMS. The purpose of this multilevel…
Descriptors: Multidimensional Scaling, Academic Achievement, Structural Equation Models, Causal Models
Woodrow, Lindy J. – Modern Language Journal, 2006
This study applies theorizing from educational psychology and language learning to hypothesize a model of language learning that takes into account affect, motivation, and language learning strategies. The study employed a questionnaire to assess variables of motivation, self-efficacy, anxiety, and language learning strategies. The sample…
Descriptors: Models, Second Language Learning, Educational Psychology, Learning Motivation

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