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Doubly Latent Multilevel Analyses of Classroom Climate

An Illustration

Datos Bibliográficos

ID23329922
AutoresAlexandre J S Morin (0000-0001-6898-4788, Western Sydney University), Herbert W Marsh (0000-0002-1078-9717, Western Sydney University), Benjamin Nagengast (0000-0001-9868-8322, University of Tübingen), Laura Francesca Scalas (0000-0002-8690-1103, University of Cagliari)
Año2014
Volumen82
Número2
Páginas143-167
Fecha de publicación2014-04-03
Peer ReviewedSí
Open AccessNo
TipoARTICLE
RevistaThe Journal of Experimental Education (JOURNAL)
Identificadores de la revistaISSN: 0022-0973 • E-ISSN: 1940-0683
EditorialInforma UK Limited (PUBLISHER • GB)
DOI10.1080/00220973.2013.769412
OpenAlexW2127069666
IdiomaEN
Citas recibidas83
Referencias citadas43

Many classroom climate studies suffer from 2 critical problems: They (a) treat climate as a student-level (L1) variable in single-level analyses instead of a classroom-level (L2) construct in multilevel analyses; and (b) rely on manifest-variable models rather than on latent-variable models that control measurement error at L1 and L2, and sampling error in the aggregation of L1 ratings to form L2 constructs. On the basis of an analysis of 2,541 students in Grades 5 or 6 from 89 classrooms, the authors demonstrate doubly latent multilevel structural equation models that overcome both of these problems. The results show that L2 classroom climate (a higher-order factor representing classroom mastery goal orientation, challenge, and teacher caring) had positive effects on self-efficacy and achievement. The authors conclude with a discussion of related issues (e.g., the meaning of L2 constructs vs. L1 residuals, the dimensionality of climate constructs at L2) and guidelines for future research. [Supplementary materials are available for this article. Go to the publisher's online edition of The Journal of Experimental Education for the following free supplemental resource(s): Appendices and Supplemental Tables.]

Construct (python library) · Curse of dimensionality · Econometrics · Latent class model · Latent variable · Latent variable model · Mathematics education · Meaning (existential) · Multilevel model · Statistics · Structural equation modeling · Variable (mathematics) · Computer Science · Early Childhood Education and Development · Educational Environments and Student Outcomes · Mathematics · Motivation and Self-Concept in Sports · Psychology · Social Psychology

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Obras citantes distintas83
Citas por año6,92
Intervalo de citas2014 - 2026 (13)
Velocidad de citacióncurrent
Altamente citadoNo
Tipos de citaNeutras: 78
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