The role of artificial intelligence-enabled dynamic capability on environmental performance: The mediation effect of a data-driven culture in France and the USA

Samuel Fosso Wamba, Maciel M. Queiroz and Laura Trinchera

International Journal of Production Economics, 2024, vol. 268, issue C

Abstract: This study develops a model supported by the dynamic capability theory to analyze the role of artificial intelligence-enabled dynamic capability in environmental performance and the mediation of a data-driven culture. We collected data from supply chain managers in France and the USA. The data was analyzed and validated through classical structural equation modeling using the lavaan R package. The results suggest that artificial intelligence-enabled dynamic capability positively affects the two countries' data-driven culture and environmental performance. Contrary to our expectations, we found the effect of data-driven culture on environmental performance to be not significantly different from zero for the USA sample. Moreover, while the data-driven culture for the French sample partially mediates the relationship between artificial intelligence-enabled dynamic capability and environmental performance, only a direct link between artificial intelligence-enabled dynamic capability and environmental performance could be verified for the USA Case. Our study advances the emerging literature on artificial intelligence-enabled dynamic capability, bringing originality by showing that in an artificial intelligence-enabled dynamic capability context, data-driven can vary according to both the country's national culture hosting the firms/supply chains and the dynamics and changes of such environment. Therefore, scholars should rely on such findings to bring more insights to practitioners and policymakers.

Keywords: AI dynamic capability; Data-driven culture; Environmental performance; SDG 9; SDG 11 (search for similar items in EconPapers)
Date: 2024
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (5)

Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/S0925527323003638
Full text for ScienceDirect subscribers only

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:eee:proeco:v:268:y:2024:i:c:s0925527323003638

DOI: 10.1016/j.ijpe.2023.109131

Access Statistics for this article

International Journal of Production Economics is currently edited by Stefan Minner

More articles in International Journal of Production Economics from Elsevier
Bibliographic data for series maintained by Catherine Liu ().