Business Analytics Adoption and Technological Intensity: An Efficiency Analysis

Basit Öğe Kaydı
dc.authoridTatoglu, Ekrem/0000-0002-9119-3252
dc.authoridDelen, Dursun/0000-0001-8857-5148
dc.authoridBayraktar, Erkan/0000-0002-3655-465X
dc.authoridAydiner, Arafat Salih/0000-0002-1133-5995
dc.authorwosidTatoglu, Ekrem/S-2369-2017
dc.authorwosidDelen, Dursun/AGA-9892-2022
dc.authorwosidBayraktar, Erkan/B-8465-2019
dc.authorwosidAydiner, Arafat Salih/C-4681-2018
dc.contributor.authorBayraktar, Erkan
dc.contributor.authorTatoglu, Ekrem
dc.contributor.authorAydiner, Arafat Salih
dc.contributor.authorDelen, Dursun
dc.date.accessioned2024-05-19T14:39:42Z
dc.date.available2024-05-19T14:39:42Z
dc.date.issued2023
dc.departmentİstinye Üniversitesien_US
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.en_US
dc.identifier.doi10.1007/s10796-023-10424-3
dc.identifier.issn1387-3326
dc.identifier.issn1572-9419
dc.identifier.scopus2-s2.0-85165987518en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org10.1007/s10796-023-10424-3
dc.identifier.urihttps://hdl.handle.net/20.500.12713/4833
dc.identifier.wosWOS:001039842300001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofInformation Systems Frontiersen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmz20240519_kaen_US
dc.subjectBusiness Analyticsen_US
dc.subjectDecision-Making Performanceen_US
dc.subjectOperational Performanceen_US
dc.subjectOrganizational Performanceen_US
dc.subjectResource-Based Viewen_US
dc.subjectData Envelopment Analysis (Dea)en_US
dc.subjectEmerging Countriesen_US
dc.subjectTurkeyen_US
dc.titleBusiness Analytics Adoption and Technological Intensity: An Efficiency Analysisen_US
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu