PLS path modeling
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2018 |
| Outros Autores: | , |
| Tipo de documento: | Artigo |
| Idioma: | eng |
| Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
| Texto Completo: | http://hdl.handle.net/10362/145307 |
Resumo: | Müller, T., Schuberth, F., & Henseler, J. (2018). PLS path modeling: a confirmatory approach to study tourism technology and tourist behavior. Journal of Hospitality and Tourism Technology, 9(3), 249-266. https://doi.org/10.1108/JHTT-09-2017-0106 |
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PLS path modelinga confirmatory approach to study tourism technology and tourist behaviorArtifactConstruct modelingGuidelinesPartial least squares path modellingTest for overall model fitInformation SystemsTourism, Leisure and Hospitality ManagementComputer Science ApplicationsMüller, T., Schuberth, F., & Henseler, J. (2018). PLS path modeling: a confirmatory approach to study tourism technology and tourist behavior. Journal of Hospitality and Tourism Technology, 9(3), 249-266. https://doi.org/10.1108/JHTT-09-2017-0106Purpose: As technology in tourism and hospitality (TTH) develops technical artifacts according to visitors’ demands, it must deal with both behavioral and design constructs in the context of structural equation modeling (SEM). While behavioral constructs are typically modeled as common factors, the study at hand introduces the composite into TTH to model artifacts. To deal with both kinds of constructs, this paper aims to exploit partial least squares path modeling (PLS-PM) as a confirmatory approach to estimate models containing common factors and composites. Design/methodology/approach: The study at hand presents PLS-PM in its current form, i.e. as a full-fledged approach for confirmatory purposes. By introducing the composite to model artifacts, TTH scholars can use PLS-PM to answer research questions of the type “Is artifact xyz useful?”, contributing to a further understanding of TTH. To demonstrate the composite model, an empirical example is used. Findings: PLS-PM is a promising approach when the model contains both common factors and composites. By applying the test for overall model fit, empirical evidence can be obtained for latent variables and artifacts. In doing so, researchers can statistically test whether a developed artifact is useful. Originality/value: To the best of the authors’ knowledge, this is the first study to discuss the practical application of composite and common factor models in TTH research. Besides introducing the composite to model artifacts, the study at hand also guides scholars in the assessment of PLS-PM results.NOVA Information Management School (NOVA IMS)Information Management Research Center (MagIC) - NOVA Information Management SchoolRUNMüller, TobiasSchuberth, FlorianHenseler, Jörg2022-11-08T22:08:23Z2018-10-012018-10-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article18application/pdfhttp://hdl.handle.net/10362/145307eng1757-9880PURE: 10530245https://doi.org/10.1108/JHTT-09-2017-0106info: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:RCAAP2024-03-11T05:25:33Zoai:run.unl.pt:10362/145307Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:52:00.272903Repositório 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 |
PLS path modeling a confirmatory approach to study tourism technology and tourist behavior |
| title |
PLS path modeling |
| spellingShingle |
PLS path modeling Müller, Tobias Artifact Construct modeling Guidelines Partial least squares path modelling Test for overall model fit Information Systems Tourism, Leisure and Hospitality Management Computer Science Applications |
| title_short |
PLS path modeling |
| title_full |
PLS path modeling |
| title_fullStr |
PLS path modeling |
| title_full_unstemmed |
PLS path modeling |
| title_sort |
PLS path modeling |
| author |
Müller, Tobias |
| author_facet |
Müller, Tobias Schuberth, Florian Henseler, Jörg |
| author_role |
author |
| author2 |
Schuberth, Florian Henseler, Jörg |
| 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 |
Müller, Tobias Schuberth, Florian Henseler, Jörg |
| dc.subject.por.fl_str_mv |
Artifact Construct modeling Guidelines Partial least squares path modelling Test for overall model fit Information Systems Tourism, Leisure and Hospitality Management Computer Science Applications |
| topic |
Artifact Construct modeling Guidelines Partial least squares path modelling Test for overall model fit Information Systems Tourism, Leisure and Hospitality Management Computer Science Applications |
| description |
Müller, T., Schuberth, F., & Henseler, J. (2018). PLS path modeling: a confirmatory approach to study tourism technology and tourist behavior. Journal of Hospitality and Tourism Technology, 9(3), 249-266. https://doi.org/10.1108/JHTT-09-2017-0106 |
| publishDate |
2018 |
| dc.date.none.fl_str_mv |
2018-10-01 2018-10-01T00:00:00Z 2022-11-08T22:08:23Z |
| 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/10362/145307 |
| url |
http://hdl.handle.net/10362/145307 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
| dc.relation.none.fl_str_mv |
1757-9880 PURE: 10530245 https://doi.org/10.1108/JHTT-09-2017-0106 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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18 application/pdf |
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reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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