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Using partial least squares in archival accounting research: an application to earnings quality measuring

dc.contributor.authorLicerán-Gutiérrez, Ana
dc.contributor.authorCano-Rodríguez, Manuel
dc.date.accessioned2024-01-11T19:26:11Z
dc.date.available2024-01-11T19:26:11Z
dc.date.issued2020
dc.description.abstractDespite the advantages of Structural Equation Modelling (SEM) over regression models that have contributed to its popularisation in several fields of research in social sciences, it has not been broadly applied in archival accounting research. In this paper, we present a guidance for the application of SEM – and, particularly, the Partial Least Squares (PLS) method – to the (arguably) most recurrent topic on empirical archival accounting research: earnings quality. We highlight several problems that arise in earnings quality measuring, indicating how PLS can help to overcome them. We also run a simulation process whose results show that PLS method outperforms the other approaches even in situations of limited information.es_ES
dc.description.sponsorshipFPI Acción 16 UJA y Proyecto de Investigación de la Universidad de Jaén UJA/2015/06/04es_ES
dc.identifier.citationLicerán-Gutiérrez, A., & Cano-Rodríguez, M. (2020). Using partial least squares in archival accounting research: an application to earnings quality measuring. Spanish Journal of Finance and Accounting/Revista Española de Financiación y Contabilidad, 49(2), 143-170.es_ES
dc.identifier.otherhttps://doi.org/10.1080/02102412.2019.1608705es_ES
dc.identifier.urihttps://hdl.handle.net/10953/1438
dc.language.isoenges_ES
dc.publisherTaylor & Francises_ES
dc.relation.ispartofSpanish Journal of Finance and Accounting/Revista Española de Financiación y Contabilidades_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES
dc.subjectStructural Equation Model (SEM)es_ES
dc.subjectPartial Least Squares (PLS)es_ES
dc.subjectEarnings dimensionses_ES
dc.subjectEarnings quality conceptes_ES
dc.subjectEarnings quality constructes_ES
dc.subjectEarnings quality measurementes_ES
dc.titleUsing partial least squares in archival accounting research: an application to earnings quality measuringes_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES

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