Why generalized structured component analysis is not universally preferable to structural equation modeling

Detalhes bibliográficos
Autor(a) principal: Henseler, Joerg
Data de Publicação: 2012
Tipo de documento: Artigo
Idioma: und
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/118662
Resumo: Henseler, J. (2012). Why generalized structured component analysis is not universally preferable to structural equation modeling. Journal Of The Academy Of Marketing Science, 40(3), 402-413. https://doi.org/10.1007/s11747-011-0298-6
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spelling Why generalized structured component analysis is not universally preferable to structural equation modelingcomponentmodelingStructuralequationModelstructuredmisspecificationanalysisGeneralizedMediationGeneralized structured component analysisMediationModel misspecificationStructural equation modelingHenseler, J. (2012). Why generalized structured component analysis is not universally preferable to structural equation modeling. Journal Of The Academy Of Marketing Science, 40(3), 402-413. https://doi.org/10.1007/s11747-011-0298-6Generalized structured component analysis has emerged in marketing and psychometric literature as an alternative to structural equation modeling. A recent simulation study recommends that, in most cases, this analysis is preferable to structural equation modeling because it outperforms the latter when the model is misspecified. This article examines the characteristics of generalized structured component analysis and reveals that the surprising previous findings are attributable to an incomplete experimental design and an error incurred during the software implementation of generalized structured component analysis. Simulated data show that generalized structured component analysis provides inconsistent estimates. In some instances, model misspecification can nearly neutralize this inconsistency, but in others it will reinforce the inconsistency. Moreover, generalized structured component analysis is hardly suitable for mediation analysis because it substantially overestimates the direct effect. Thus, generalized structured component analysis cannot be recommended universally over structural equation modeling.NOVA Information Management School (NOVA IMS)RUNHenseler, Joerg2021-06-01T22:44:37Z2012-01-012012-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10362/118662und0092-0703PURE: 317871https://doi.org/10.1007/s11747-011-0298-6info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:01:30Zoai:run.unl.pt:10362/118662Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:43:56.166854Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Why generalized structured component analysis is not universally preferable to structural equation modeling
title Why generalized structured component analysis is not universally preferable to structural equation modeling
spellingShingle Why generalized structured component analysis is not universally preferable to structural equation modeling
Henseler, Joerg
component
modeling
Structural
equation
Model
structured
misspecification
analysis
Generalized
Mediation
Generalized structured component analysis
Mediation
Model misspecification
Structural equation modeling
title_short Why generalized structured component analysis is not universally preferable to structural equation modeling
title_full Why generalized structured component analysis is not universally preferable to structural equation modeling
title_fullStr Why generalized structured component analysis is not universally preferable to structural equation modeling
title_full_unstemmed Why generalized structured component analysis is not universally preferable to structural equation modeling
title_sort Why generalized structured component analysis is not universally preferable to structural equation modeling
author Henseler, Joerg
author_facet Henseler, Joerg
author_role author
dc.contributor.none.fl_str_mv NOVA Information Management School (NOVA IMS)
RUN
dc.contributor.author.fl_str_mv Henseler, Joerg
dc.subject.por.fl_str_mv component
modeling
Structural
equation
Model
structured
misspecification
analysis
Generalized
Mediation
Generalized structured component analysis
Mediation
Model misspecification
Structural equation modeling
topic component
modeling
Structural
equation
Model
structured
misspecification
analysis
Generalized
Mediation
Generalized structured component analysis
Mediation
Model misspecification
Structural equation modeling
description Henseler, J. (2012). Why generalized structured component analysis is not universally preferable to structural equation modeling. Journal Of The Academy Of Marketing Science, 40(3), 402-413. https://doi.org/10.1007/s11747-011-0298-6
publishDate 2012
dc.date.none.fl_str_mv 2012-01-01
2012-01-01T00:00:00Z
2021-06-01T22:44:37Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/118662
url http://hdl.handle.net/10362/118662
dc.language.iso.fl_str_mv und
language und
dc.relation.none.fl_str_mv 0092-0703
PURE: 317871
https://doi.org/10.1007/s11747-011-0298-6
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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