A new criterion for assessing discriminant validity in variance-based structural equation modeling
Autor(a) principal: | |
---|---|
Data de Publicação: | 2014 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | https://doi.org/10.1007/s11747-014-0403-8 |
Resumo: | Henseler, J., Ringle, C. M., & Sarstedt, M. (2014). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal Of The Academy Of Marketing Science, 43(1), 115-135. https://doi.org/10.1007/s11747-014-0403-8 |
id |
RCAP_5a36d6789340ed0990fe56ab81168f24 |
---|---|
oai_identifier_str |
oai:run.unl.pt:10362/72467 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
7160 |
spelling |
A new criterion for assessing discriminant validity in variance-based structural equation modelingCross-loadingsDiscriminant validityFornell-Larcker criterionHeterotrait-monotrait (HTMT) ratio of correlationsMeasurement model assessmentMultitrait-multimethod (MTMM) matrixPartial least squares (PLS)Results evaluationStructural equation modeling (SEM)Business and International ManagementEconomics and EconometricsMarketingHenseler, J., Ringle, C. M., & Sarstedt, M. (2014). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal Of The Academy Of Marketing Science, 43(1), 115-135. https://doi.org/10.1007/s11747-014-0403-8Discriminant validity assessment has become a generally accepted prerequisite for analyzing relationships between latent variables. For variance-based structural equation modeling, such as partial least squares, the Fornell-Larcker criterion and the examination of cross-loadings are the dominant approaches for evaluating discriminant validity. By means of a simulation study, we show that these approaches do not reliably detect the lack of discriminant validity in common research situations. We therefore propose an alternative approach, based on the multitrait-multimethod matrix, to assess discriminant validity: the heterotrait-monotrait ratio of correlations. We demonstrate its superior performance by means of a Monte Carlo simulation study, in which we compare the new approach to the Fornell-Larcker criterion and the assessment of (partial) cross-loadings. Finally, we provide guidelines on how to handle discriminant validity issues in variance-based structural equation modeling.NOVA Information Management School (NOVA IMS)Information Management Research Center (MagIC) - NOVA Information Management SchoolRUNHenseler, JörgRingle, Christian M.Sarstedt, Marko2019-06-12T22:14:18Z2014-01-012014-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article21application/pdfhttps://doi.org/10.1007/s11747-014-0403-8eng0092-0703PURE: 13727335http://www.scopus.com/inward/record.url?scp=85028154911&partnerID=8YFLogxKhttps://doi.org/10.1007/s11747-014-0403-8info: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:RCAAP2024-03-11T04:33:49Zoai:run.unl.pt:10362/72467Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:35:16.009150Repositório 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 |
A new criterion for assessing discriminant validity in variance-based structural equation modeling |
title |
A new criterion for assessing discriminant validity in variance-based structural equation modeling |
spellingShingle |
A new criterion for assessing discriminant validity in variance-based structural equation modeling Henseler, Jörg Cross-loadings Discriminant validity Fornell-Larcker criterion Heterotrait-monotrait (HTMT) ratio of correlations Measurement model assessment Multitrait-multimethod (MTMM) matrix Partial least squares (PLS) Results evaluation Structural equation modeling (SEM) Business and International Management Economics and Econometrics Marketing |
title_short |
A new criterion for assessing discriminant validity in variance-based structural equation modeling |
title_full |
A new criterion for assessing discriminant validity in variance-based structural equation modeling |
title_fullStr |
A new criterion for assessing discriminant validity in variance-based structural equation modeling |
title_full_unstemmed |
A new criterion for assessing discriminant validity in variance-based structural equation modeling |
title_sort |
A new criterion for assessing discriminant validity in variance-based structural equation modeling |
author |
Henseler, Jörg |
author_facet |
Henseler, Jörg Ringle, Christian M. Sarstedt, Marko |
author_role |
author |
author2 |
Ringle, Christian M. Sarstedt, Marko |
author2_role |
author author |
dc.contributor.none.fl_str_mv |
NOVA Information Management School (NOVA IMS) Information Management Research Center (MagIC) - NOVA Information Management School RUN |
dc.contributor.author.fl_str_mv |
Henseler, Jörg Ringle, Christian M. Sarstedt, Marko |
dc.subject.por.fl_str_mv |
Cross-loadings Discriminant validity Fornell-Larcker criterion Heterotrait-monotrait (HTMT) ratio of correlations Measurement model assessment Multitrait-multimethod (MTMM) matrix Partial least squares (PLS) Results evaluation Structural equation modeling (SEM) Business and International Management Economics and Econometrics Marketing |
topic |
Cross-loadings Discriminant validity Fornell-Larcker criterion Heterotrait-monotrait (HTMT) ratio of correlations Measurement model assessment Multitrait-multimethod (MTMM) matrix Partial least squares (PLS) Results evaluation Structural equation modeling (SEM) Business and International Management Economics and Econometrics Marketing |
description |
Henseler, J., Ringle, C. M., & Sarstedt, M. (2014). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal Of The Academy Of Marketing Science, 43(1), 115-135. https://doi.org/10.1007/s11747-014-0403-8 |
publishDate |
2014 |
dc.date.none.fl_str_mv |
2014-01-01 2014-01-01T00:00:00Z 2019-06-12T22:14:18Z |
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 |
https://doi.org/10.1007/s11747-014-0403-8 |
url |
https://doi.org/10.1007/s11747-014-0403-8 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
0092-0703 PURE: 13727335 http://www.scopus.com/inward/record.url?scp=85028154911&partnerID=8YFLogxK https://doi.org/10.1007/s11747-014-0403-8 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
21 application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
|
_version_ |
1799137973979054080 |