Artificial Intelligence, Firm Resilience to Supply Chain Disruptions, and Firm Performance

Simple item page
dc.contributor.authorSullivan, Yulia
dc.contributor.authorWamba, Samuel
dc.date.accessioned2021-12-24T18:13:40Z
dc.date.available2021-12-24T18:13:40Z
dc.date.issued2022-01-04
dc.description.abstractIn today’s uncertain and disruptive environment, every firm in the supply chain is susceptible to disruptions that may require high levels of firm resilience. We argue that recent advances in artificial intelligence (AI) may help. This paper expands our understanding of the role of AI in shaping firm resilience to supply chain disruptions and, in turn, enhancing firm performance. In doing so, we conceptualize AI use as a dynamic information processing capability—consisting of three dimensions: coordinating/integration, learning, and strategic competitive response capability—as an antecedent of firm resilience to supply chain disruptions, and firm resilience as a mediation factor that links AI use and firm performance. By analyzing the data gathered using a two-stage survey from 107 companies in Europe, we found AI use has a direct impact on firm resilience, and firm resilience fully mediates the relationship between AI use and firm performance. The findings of this study contribute to IT and supply chain literature.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2022.719
dc.identifier.isbn978-0-9981331-5-7
dc.identifier.urihttp://hdl.handle.net/10125/80059
dc.language.isoeng
dc.relation.ispartofProceedings of the 55th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectAI, Organizing, and Management
dc.subjectartificial intelligence
dc.subjectfirm performance
dc.subjectfirm resilience
dc.subjectlongitudinal study
dc.titleArtificial Intelligence, Firm Resilience to Supply Chain Disruptions, and Firm Performance
dc.type.dcmitext

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
0577.pdf
Size:
551.97 KB
Format:
Adobe Portable Document Format
Download

Collections

AI, Organizing, and Management