Business analytics adoption and technological intensity: An efficiency analysis
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Dosyalar
Tarih
2023
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
Despite 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.
Açıklama
[ArticleInPress]
Anahtar Kelimeler
Business Analytics, Data Envelopment Analysis (DEA), Decision-Making Performance, Emerging Countries, Operational Performance, Organizational Performance, Resource-Based View, Turkey
Kaynak
Information Systems Frontiers
WoS Q Değeri
Q1
Scopus Q Değeri
Q1
Cilt
Sayı
Künye
Bayraktar, 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
