Business analytics adoption and technological intensity: An efficiency analysis

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dc.authorid0000-0002-9119-3252
dc.authorscopusid57226223582
dc.contributor.authorTatoğlu, Ekrem
dc.contributor.authorDelen, Dursun
dc.contributor.authorTatoğlu, Ekrem
dc.contributor.authorDelen, Dursun
dc.contributor.authorBayraktar, Erkan
dc.contributor.authorTatoğlu, Ekrem
dc.contributor.authorAydıner, Arafat Salih
dc.contributor.authorDelen, Dursun
dc.contributor.otherYönetim Bilimleri Fakültesi, İşletme Bölümü
dc.contributor.otherYönetim Bilimleri Fakültesi, İşletme Bölümü
dc.date.accessioned2023-08-09T09:43:01Z
dc.date.available2023-08-09T09:43:01Z
dc.date.issued2023
dc.departmentİHÜ, Yönetim Bilimleri Fakültesi, İşletme Bölümü
dc.description[ArticleInPress]
dc.description.abstractDespite the overwhelming popularity of business analytics (BA) as an evidence-based decision support mechanism, the impact of its adoption on organizational performance has received scant attention from the research community. This study aims to unfold the adoption efficiencies of BA and its applications by proposing a data envelopment analysis (DEA) methodology to holistically assess the underlying factors with respect to the level of achievement regarding organizational performance, operational performance, and financial performance. Furthermore, the study unveils the firm-level and sectoral-level discrepancies in BA adoption efficiency in different industry settings. Relying on survey data obtained from 204 executives in various industries, this study provides empirical support for the cross-industry differences in BA adoption efficiencies. The results show that the firms in low-tech industries seem to achieve the highest efficiency from adopting BA regarding its influence on firm performance.
dc.identifier.citationBayraktar, E., Tatoğlu, E., Aydıner, A. S. ve Delen, D. (2023). Business analytics adoption and technological intensity: An efficiency analysis. Information Systems Frontiers. https://dx.doi.org/10.1007/s10796-023-10424-3
dc.identifier.doi10.1007/s10796-023-10424-3
dc.identifier.issn1387-3326
dc.identifier.scopus2-s2.0-85165987518
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://dx.doi.org/10.1007/s10796-023-10424-3
dc.identifier.urihttps://hdl.handle.net/20.500.12154/2299
dc.identifier.wosWOS:001039842300001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.institutionauthorTatoğlu, Ekrem
dc.institutionauthorid0000-0002-9119-3252
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofInformation Systems Frontiers
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBusiness Analytics
dc.subjectData Envelopment Analysis (DEA)
dc.subjectDecision-Making Performance
dc.subjectEmerging Countries
dc.subjectOperational Performance
dc.subjectOrganizational Performance
dc.subjectResource-Based View
dc.subjectTurkey
dc.titleBusiness analytics adoption and technological intensity: An efficiency analysis
dc.typeArticle
dspace.entity.typePublication
relation.isAuthorOfPublication29f46236-65bf-4da8-b2be-b9826daecb5e
relation.isAuthorOfPublicationde384c43-bcde-4ccb-a0b7-39ead0e59bd0
relation.isAuthorOfPublication.latestForDiscovery29f46236-65bf-4da8-b2be-b9826daecb5e
relation.isOrgUnitOfPublicationc9253b76-6094-4836-ac99-2fcd5392d68f
relation.isOrgUnitOfPublication.latestForDiscoveryc9253b76-6094-4836-ac99-2fcd5392d68f

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