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

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info:eu-repo/semantics/closedAccess

Date

2023

Author

Karaboga, Tugba
Zehir, Cemal
Tatoglu, Ekrem
Karaboga, H. Aykut
Bouguerra, Abderaouf

Metadata

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Abstract

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.

Volume

17

Issue

8

URI

https://doi.org/10.1007/s11846-022-00596-8
https://hdl.handle.net/20.500.12450/2117

Collections

  • Scopus İndeksli Yayınlar Koleksiyonu [1574]
  • WoS İndeksli Yayınlar Koleksiyonu [2182]



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