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Simultaneous estimation of indirect and interaction effects using structural equation models

Interaction effects are usually modeled by means of moderated regression analysis. Structural equation models with non-linear constraints make it possible to estimate interaction effects while correcting for measurement error. From the various specifications, Jöreskog and Yang’s (1996, 1998), likely the most parsimonious, has been chosen and further simplified. Up to now, only direct effects have been specified, thus wasting much of the capability of the structural equation approach. This paper presents and discusses an extension of Jöreskog and Yang’s specification that can handle direct, indirect and interaction effects simultaneously. The model is illustrated by a study of the effects of an interactive style of use of budgets on both company innovation and performance

© Metodološki zvezki, 2004, vol. 1, núm. 1, p. 163-184

Faculty of Social Sciences University of Ljubljana

Author: Batista Foguet, Joan Manuel
Coenders, Germà
Saris, Willem E.
Bisbe, Josep
Date: 2004
Abstract: Interaction effects are usually modeled by means of moderated regression analysis. Structural equation models with non-linear constraints make it possible to estimate interaction effects while correcting for measurement error. From the various specifications, Jöreskog and Yang’s (1996, 1998), likely the most parsimonious, has been chosen and further simplified. Up to now, only direct effects have been specified, thus wasting much of the capability of the structural equation approach. This paper presents and discusses an extension of Jöreskog and Yang’s specification that can handle direct, indirect and interaction effects simultaneously. The model is illustrated by a study of the effects of an interactive style of use of budgets on both company innovation and performance
Format: application/pdf
Citation: Batista-Foguet, J.M., Coenders, G., Saris, W.E., i Bisbe, J. (2004). Simultaneous estimation of indirect and interaction effects using structural equation models. Metodološki zvezki, 1 (1), 163-184. Recuperat 24 novembre 2009, a http://mrvar.fdv.uni-lj.si/pub/mz/mz1.1/batista.pdf
ISSN: 1854-0031
Document access: http://hdl.handle.net/10256/1757
Language: eng
Publisher: Faculty of Social Sciences University of Ljubljana
Collection: Reproducció digital del document publicat a: http://www.stat-d.si/mz/mz1.1/batista.pdf
Articles publicats (D-EC)
Is part of: © Metodološki zvezki, 2004, vol. 1, núm. 1, p. 163-184
Rights: Tots els drets reservats
Subject: Anàlisi d’error (Matemàtica)
Anàlisi multivariable
Anàlisi de regressió
Error analysis (Mathematics)
Multivariate analysis
Regression analysis
Title: Simultaneous estimation of indirect and interaction effects using structural equation models
Type: info:eu-repo/semantics/article
Repository: DUGiDocs

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