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

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dc.contributor.authorKaraboga, Tugba
dc.contributor.authorZehir, Cemal
dc.contributor.authorTatoglu, Ekrem
dc.contributor.authorKaraboga, H. Aykut
dc.contributor.authorBouguerra, Abderaouf
dc.date.accessioned2026-06-27T14:43:01Z
dc.date.issued2023
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.en
dc.description.urihttps://doi.org/10.1007/s11846-022-00596-8
dc.identifier.doi10.1007/s11846-022-00596-8
dc.identifier.eissn1863-6691
dc.identifier.endpage2684
dc.identifier.issn1863-6683
dc.identifier.issue8
dc.identifier.startpage2655
dc.identifier.urihttps://hdl.handle.net/20.500.14981/63872
dc.identifier.volume17
dc.identifier.wos000884159400002
dc.language.isoeng
dc.publisherSPRINGER HEIDELBERG
dc.relation.ispartofREVIEW OF MANAGERIAL SCIENCE
dc.rightsopenAccess
dc.subjectBig data analytics capability
dc.subjectData-driven culture
dc.subjectDynamic capability view
dc.subjectOperational performance
dc.subjectFinancial performance
dc.subjectSUPPLY CHAIN MANAGEMENT
dc.subjectPARTIAL LEAST-SQUARES
dc.subjectRESOURCE-BASED VIEW
dc.subjectDYNAMIC CAPABILITIES
dc.subjectBUSINESS-PROCESS
dc.subjectPREDICTIVE ANALYTICS
dc.subjectINNOVATION
dc.subjectADOPTION
dc.subjectIMPACT
dc.subjectPATH
dc.subjectBusiness & Economics
dc.titleBig data analytics management capability and firm performance: the mediating role of data-driven culture
dc.typeArticle
dspace.entity.typePublication
local.import.sourceWOS

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