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Multiple-Group confirmatory factor analysis in R -- A tutorial in measurement invariance with continuous and ordinal indicators

G. Hirschfeld, R. von Brachel, Practical Assessment, Research & Evaluation 19 (2014).

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Autor*in
Hirschfeld, G.FH Bielefeld ; von Brachel, R.
Abstract
Multiple-group confirmatory factor analysis (MG-CFA) is among the most productive extensions of structural equation modeling. Many researchers conducting cross-cultural or longitudinal studies are interested in testing for measurement and structural invariance. The aim of the present paper is to provide a tutorial in MG-CFA using the freely available R-packages lavaan, semTools, and semPlot. The combination of these packages enable a highly efficient analysis of the measurement models both for normally distributed as well as ordinal data. Data from two freely available datasets -- the first with continuous the second with ordered indicators - will be used to provide a walk-through the individual steps.
Erscheinungsjahr
Zeitschriftentitel
Practical Assessment, Research & Evaluation
Band
19
Zeitschriftennummer
7
FH-PUB-ID
461

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Hirschfeld, Gerrit ; von Brachel, R.: Multiple-Group confirmatory factor analysis in R -- A tutorial in measurement invariance with continuous and ordinal indicators. In: Practical Assessment, Research & Evaluation Bd. 19 (2014), Nr. 7
Hirschfeld G, von Brachel R. Multiple-Group confirmatory factor analysis in R -- A tutorial in measurement invariance with continuous and ordinal indicators. Practical Assessment, Research & Evaluation. 2014;19(7).
Hirschfeld, G., & von Brachel, R. (2014). Multiple-Group confirmatory factor analysis in R -- A tutorial in measurement invariance with continuous and ordinal indicators. Practical Assessment, Research & Evaluation, 19(7).
@article{Hirschfeld_von Brachel_2014, title={Multiple-Group confirmatory factor analysis in R -- A tutorial in measurement invariance with continuous and ordinal indicators}, volume={19}, number={7}, journal={Practical Assessment, Research & Evaluation}, author={Hirschfeld, Gerrit and von Brachel, R.}, year={2014} }
Hirschfeld, Gerrit, and R. von Brachel. “Multiple-Group Confirmatory Factor Analysis in R -- A Tutorial in Measurement Invariance with Continuous and Ordinal Indicators.” Practical Assessment, Research & Evaluation 19, no. 7 (2014).
G. Hirschfeld and R. von Brachel, “Multiple-Group confirmatory factor analysis in R -- A tutorial in measurement invariance with continuous and ordinal indicators,” Practical Assessment, Research & Evaluation, vol. 19, no. 7, 2014.
Hirschfeld, Gerrit, and R. von Brachel. “Multiple-Group Confirmatory Factor Analysis in R -- A Tutorial in Measurement Invariance with Continuous and Ordinal Indicators.” Practical Assessment, Research & Evaluation, vol. 19, no. 7, 2014.

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