Big data analytics management capability and firm performance: The mediating role of data-driven culture

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dc.authorid0000-0003-3830-3536
dc.authorid0000-0003-2584-4480
dc.authorid0000-0002-9119-3252
dc.authorid0000-0001-8877-3267
dc.authorid0000-0002-4811-0482
dc.authorscopusid57211810368
dc.authorscopusid24337148400
dc.authorscopusid8545159800
dc.authorscopusid57398052600
dc.authorscopusid57209224627
dc.authorwosidFCN-1774-2022
dc.authorwosidHGO-0080-2022
dc.authorwosidGDG-1625-2022
dc.authorwosidGAZ-6248-2022
dc.authorwosidGDZ-0908-2022
dc.contributor.authorTatoğlu, Ekrem
dc.contributor.authorTatoğlu, Ekrem
dc.contributor.authorKaraboğa, Tuğba
dc.contributor.authorZehir, Cemal
dc.contributor.authorTatoğlu, Ekrem
dc.contributor.authorKaraboğa, Hasan Aykut
dc.contributor.authorAbderaouf, Bouguerra
dc.contributor.otherYönetim Bilimleri Fakültesi, İşletme Bölümü
dc.contributor.otherYönetim Bilimleri Fakültesi, İşletme Bölümü
dc.date.accessioned2022-12-15T13:45:36Z
dc.date.available2022-12-15T13:45:36Z
dc.date.issued2022
dc.departmentİHÜ, Yönetim Bilimleri Fakültesi, İşletme Bölümü
dc.description.abstractThe effect of big data analytics on firm performance and the effects of intermediary variables on this relationship are not yet clearly understood. Drawing on the dynamic capability view (DCV), this study investigates the mediating effect of a data-driven culture on the relationship between big data analytics management capability and firm performance (i.e., operational and financial performance). Drawing on survey data from 432 big data experts across 132 firms operating in Turkey, our findings indicate that big data analytics management capability and a data-driven culture have significant positive effects on both the operational and financial performance of a firm. In addition, a data-driven culture significantly mediates the links between big data analytics management capability and the measures of both operational and financial performance. Hence, our findings offer a valuable guide for managers utilizing big data or making big data investments to increase firm performance.
dc.identifier.citationKaraboğa, T., Zehir, C., Tatoğlu, E., Karaboğa, H. A. ve Bouguerra, A. (2022). Big data analytics management capability and firm performance: The mediating role of data-driven culture. Review of Managerial Science. https://doi.org/10.1007/s11846-022-00596-8
dc.identifier.doi10.1007/s11846-022-00596-8
dc.identifier.issn1863-6683
dc.identifier.scopus2-s2.0-85141998774
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1007/s11846-022-00596-8
dc.identifier.urihttps://hdl.handle.net/20.500.12154/1944
dc.identifier.wosWOS:000884159400002
dc.identifier.wosqualityQ2
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.institutionauthorTatoğlu, Ekrem
dc.institutionauthorid0000-0002-9119-3252
dc.language.isoen
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.relation.ispartofReview of Managerial Science
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBig Data Analytics Capability
dc.subjectData-Driven Culture
dc.subjectDynamic Capability View
dc.subjectFinancial Performance
dc.subjectOperational Performance
dc.titleBig data analytics management capability and firm performance: The mediating role of data-driven culture
dc.typeArticle
dspace.entity.typePublication
relation.isAuthorOfPublication29f46236-65bf-4da8-b2be-b9826daecb5e
relation.isAuthorOfPublication.latestForDiscovery29f46236-65bf-4da8-b2be-b9826daecb5e
relation.isOrgUnitOfPublicationc9253b76-6094-4836-ac99-2fcd5392d68f
relation.isOrgUnitOfPublication.latestForDiscoveryc9253b76-6094-4836-ac99-2fcd5392d68f

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