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IRT studies of many groups: the alignment method

Asparouhov and Muthén (2014) presented a new method for multiple-group confirmatory factor analysis (CFA), referred to as the alignment method. The alignment method can be used to estimate group-specific factor means and variances without requiring exact measurement invariance. A strength of the met...

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Detalles Bibliográficos
Autores principales: Muthén, Bengt, Asparouhov, Tihomir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4162377/
https://www.ncbi.nlm.nih.gov/pubmed/25309470
http://dx.doi.org/10.3389/fpsyg.2014.00978
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author Muthén, Bengt
Asparouhov, Tihomir
author_facet Muthén, Bengt
Asparouhov, Tihomir
author_sort Muthén, Bengt
collection PubMed
description Asparouhov and Muthén (2014) presented a new method for multiple-group confirmatory factor analysis (CFA), referred to as the alignment method. The alignment method can be used to estimate group-specific factor means and variances without requiring exact measurement invariance. A strength of the method is the ability to conveniently estimate models for many groups, such as with comparisons of countries. This paper focuses on IRT applications of the alignment method. An empirical investigation is made of binary knowledge items administered in two separate surveys of a set of countries. A Monte Carlo study is presented that shows how the quality of the alignment can be assessed.
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spelling pubmed-41623772014-10-10 IRT studies of many groups: the alignment method Muthén, Bengt Asparouhov, Tihomir Front Psychol Psychology Asparouhov and Muthén (2014) presented a new method for multiple-group confirmatory factor analysis (CFA), referred to as the alignment method. The alignment method can be used to estimate group-specific factor means and variances without requiring exact measurement invariance. A strength of the method is the ability to conveniently estimate models for many groups, such as with comparisons of countries. This paper focuses on IRT applications of the alignment method. An empirical investigation is made of binary knowledge items administered in two separate surveys of a set of countries. A Monte Carlo study is presented that shows how the quality of the alignment can be assessed. Frontiers Media S.A. 2014-09-12 /pmc/articles/PMC4162377/ /pubmed/25309470 http://dx.doi.org/10.3389/fpsyg.2014.00978 Text en Copyright © 2014 Muthén and Asparouhov. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Muthén, Bengt
Asparouhov, Tihomir
IRT studies of many groups: the alignment method
title IRT studies of many groups: the alignment method
title_full IRT studies of many groups: the alignment method
title_fullStr IRT studies of many groups: the alignment method
title_full_unstemmed IRT studies of many groups: the alignment method
title_short IRT studies of many groups: the alignment method
title_sort irt studies of many groups: the alignment method
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4162377/
https://www.ncbi.nlm.nih.gov/pubmed/25309470
http://dx.doi.org/10.3389/fpsyg.2014.00978
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