Big data analytics management capability and firm performance: The mediating role of data-driven culture
Yükleniyor...
Dosyalar
Tarih
2022
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer Science and Business Media Deutschland GmbH
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
The 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.
Açıklama
Anahtar Kelimeler
Big Data Analytics Capability, Data-Driven Culture, Dynamic Capability View, Financial Performance, Operational Performance
Kaynak
Review of Managerial Science
WoS Q Değeri
Q2
Scopus Q Değeri
Q1
Cilt
Sayı
Künye
Karaboğa, 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
