Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/127978
DC FieldValueLanguage
dc.contributor.authorMartel Escobar, María Carmenen_US
dc.contributor.authorGonzález Martel, Cristianen_US
dc.contributor.authorVázquez-Polo, Francisco Joseen_US
dc.date.accessioned2023-12-18T13:47:05Z-
dc.date.available2023-12-18T13:47:05Z-
dc.date.issued2023en_US
dc.identifier.issn2331-1886en_US
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/127978-
dc.description.abstractThis paper describes an alternative approach to measuring score heterogeneity between online consumer review websites. This topic is important in tourism management and in the hospitality sector, where it is helpful to be aware of the ratings obtained by services, from information readily available on the website. We approach this issue by considering tests of multiple population means, assuming this question can be viewed as a clustering problem and that all feasible data configurations can be tested using a Bayesian procedure from which the posterior probabilities of each cluster model are computed. The proposed Bayesian model is a useful alternative to frequentist multiple testing methods, which neglect uncertainty regarding other potential configurations. We draw conclusions about the overall score parameter and propose a Bayesian model averaging model for estimation purposes. Finally, the proposed Bayesian framework is illustrated in detail using a real dataset.en_US
dc.languagespaen_US
dc.relation.ispartofCogent Social Sciencesen_US
dc.sourceCogent Social Sciences [ISSN 2331-1886], v. 9 (2), (Diciembre 2023)en_US
dc.subject531290 Economía sectorial: turismoen_US
dc.subject.otherCustomer Satisfactionen_US
dc.subject.otherTourismen_US
dc.subject.otherHospitalityen_US
dc.subject.otherBooking.Comen_US
dc.subject.otherPerformanceen_US
dc.subject.otherInterneten_US
dc.subject.otherHotelsen_US
dc.subject.otherBayesian Analysisen_US
dc.subject.otherBayes Factorsen_US
dc.subject.otherHeterogeneityen_US
dc.subject.otherHospitality Researchen_US
dc.subject.otherOnline Consumer Reviewsen_US
dc.titleManaging score heterogeneity between online consumer review websitesen_US
dc.typeinfo:eu-repo/semantics/articleen_US
dc.typeArticleen_US
dc.identifier.doi10.1080/23311886.2023.2267261en_US
dc.identifier.isi001085829600001-
dc.identifier.issue2-
dc.relation.volume9en_US
dc.investigacionCiencias Sociales y Jurídicasen_US
dc.type2Artículoen_US
dc.contributor.daisngid37163559-
dc.contributor.daisngidNo ID-
dc.contributor.daisngid1892788-
dc.description.numberofpages16en_US
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Martel-Escobar, M-
dc.contributor.wosstandardWOS:González-Martel, C-
dc.contributor.wosstandardWOS:Vázquez-Polo, FJ-
dc.date.coverdateDiciembre 2023en_US
dc.identifier.ulpgcen_US
dc.contributor.buulpgcBU-ECOen_US
dc.description.sjr0,366
dc.description.sjrqQ2
dc.description.esciESCI
dc.description.miaricds9,3
item.fulltextSin texto completo-
item.grantfulltextnone-
crisitem.author.deptGIR TIDES- Técnicas estadísticas bayesianas y de decisión en la economía y empresa-
crisitem.author.deptIU de Turismo y Desarrollo Económico Sostenible-
crisitem.author.deptDepartamento de Métodos Cuantitativos en Economía y Gestión-
crisitem.author.deptGIR Finanzas Cuantitativas y Computacionales-
crisitem.author.deptDepartamento de Métodos Cuantitativos en Economía y Gestión-
crisitem.author.deptGIR TIDES- Técnicas estadísticas bayesianas y de decisión en la economía y empresa-
crisitem.author.deptIU de Turismo y Desarrollo Económico Sostenible-
crisitem.author.deptDepartamento de Métodos Cuantitativos en Economía y Gestión-
crisitem.author.orcid0000-0002-7013-4747-
crisitem.author.orcid0000-0003-1081-0843-
crisitem.author.orcid0000-0002-0632-6138-
crisitem.author.parentorgIU de Turismo y Desarrollo Económico Sostenible-
crisitem.author.parentorgDepartamento de Métodos Cuantitativos en Economía y Gestión-
crisitem.author.parentorgIU de Turismo y Desarrollo Económico Sostenible-
crisitem.author.fullNameMartel Escobar, María Carmen-
crisitem.author.fullNameGonzález Martel, Cristian-
crisitem.author.fullNameVázquez Polo, Francisco José-
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