Skip to Main content Skip to Navigation
Journal articles

Profiting from big data analytics: The moderating roles of industry concentration and firm size

Abstract : Big data has gained momentum as an Information Technology that is capable of supporting organizational efforts to generate new and better business value. We here contribute to the emerging literature on big data analytic (BDA) solutions by investigating the moderating roles of firm size and industry concentration in the relationship between BDA solutions and firm profitability. Using a unique panel data set that covers 13 years, from 2004 to 2016, which contains information about 176 firms, we provide robust econometric empirical evidence of the negative moderating effects of industry concentration and the positive moderating effects of firm size on the relationship between the use of BDA solutions and firm profitability. Our findings provide strong empirical evidence on the business value of BDA as well as the essential role played by contextual conditions that managers should consider.
Document type :
Journal articles
Complete list of metadata

https://hal.archives-ouvertes.fr/hal-03032504
Contributor : Claudio Vitari Connect in order to contact the contributor
Submitted on : Monday, November 30, 2020 - 9:05:58 PM
Last modification on : Thursday, January 6, 2022 - 3:16:31 AM
Long-term archiving on: : Monday, March 1, 2021 - 8:05:35 PM

File

RaguseoVitariPigni_Profiting.p...
Files produced by the author(s)

Identifiers

Collections

Citation

Elisabetta Raguseo, Claudio Vitari, Federico Pigni. Profiting from big data analytics: The moderating roles of industry concentration and firm size. International Journal of Production Economics, Elsevier, 2020, 229, pp.107758. ⟨10.1016/j.ijpe.2020.107758⟩. ⟨hal-03032504⟩

Share

Metrics

Les métriques sont temporairement indisponibles