The Role of Big Data and Predictive Analytics in Developing Resilient Supply Chains: A Resource-based Perspective

Alireza Asgari (), Morteza Alaeddini () and Paul Reaidy ()
Additional contact information
Alireza Asgari: UGA INP IAE - Grenoble Institut d'Administration des Entreprises - UGA - Université Grenoble Alpes - Grenoble INP - Institut polytechnique de Grenoble - Grenoble Institute of Technology - UGA - Université Grenoble Alpes, CERAG - Centre d'études et de recherches appliquées à la gestion - UGA - Université Grenoble Alpes
Morteza Alaeddini: AUT - Amirkabir University of Technology, UGA - Université Grenoble Alpes, CERAG - Centre d'études et de recherches appliquées à la gestion - UGA - Université Grenoble Alpes, ICN Business School, CEREFIGE - Centre Européen de Recherche en Economie Financière et Gestion des Entreprises - UL - Université de Lorraine
Paul Reaidy: CERAG - Centre d'études et de recherches appliquées à la gestion - UGA - Université Grenoble Alpes

Post-Print from HAL

Abstract: Supply chain resilience (SCR) is critical due to global disruptions. This study examines how big data (BD) adoption, resources, and predictive analytics (BDPA) improve SCR. Using data from 183 companies in France and PLS-SEM analysis, the results show that business uncertainty and data-driven strategies drive BD adoption. High-quality BD improves BDPA capabilities, which strengthen SCR. Decision maker intuition also influences the BDPA-SCR relationship. The study provides insights for practitioners to leverage BD and predictive analytics for better decision making and risk mitigation in volatile supply chains.

Keywords: Intuition; Intuition Resilience; Uncertainty; Decision-making; Big Data; Predictive Analytics; Resilience; Resilience Predictive Analytics Big Data Decision-making Uncertainty Intuition Resilience Predictive Analytics Big Data Decision-making Uncertainty Intuition Resilience Predictive Analytics Big Data Decision-making Uncertainty Intuition Resilience Predictive Analytics Big Data Decision-making Uncertainty Intuition Resilience Predictive Analytics Big Data Decision-making Uncertainty Intuition Resilience Predictive Analytics Big Data Decision-making Uncertainty Intuition (search for similar items in EconPapers)
Date: 2025
Note: View the original document on HAL open archive server: https://hal.science/hal-05287323v1
References: Add references at CitEc
Citations:

Published in IFAC-PapersOnLine, 2025, 59 (10), pp.2874-2879. ⟨10.1016/j.ifacol.2025.09.483⟩

Downloads: (external link)
https://hal.science/hal-05287323v1/document (application/pdf)

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:hal:journl:hal-05287323

DOI: 10.1016/j.ifacol.2025.09.483

Access Statistics for this paper

More papers in Post-Print from HAL
Bibliographic data for series maintained by CCSD ().