Creating firms' competitive advantage using data-driven supply chain dynamic capabilities

Purpose There needs to be more understanding among Supply Chain (SC) practitioners regarding the benefits of using big data analytics for building and advancing supply chain dynamic capabilities. To understand clearly, this study has investigated the impact of big data analytics management capabilities on supply chain dynamic capabilities to gain a competitive advantage. Design/methodology/approach This research is the quantitative study in which the survey methodology is followed. Moreover, to examine the proposed hypotheses, 144 valid responses from the manufacturing industry of Pakistan were analyzed using the Partial Least Square Structural Equation Modelling approach. Findings Results indicate that big data management capabilities significantly affect the dynamic supply chain capabilities (SC Alertness, SC Agility and SC Adaptability). Among the relationships between the dynamic supply chain capabilities and competitive advantage, all of the dynamic supply chain capabilities were found to positively and significantly lead the competitive advantage, except for supply chain agility, which was found to have an insignificant role. Originality/value This study will assist the organizations to have a better understanding of supply chain and data analytics, in general and implementing BDA management capabilities to aid supply chain dynamic capabilities in achieving competitive advantage, in particular.

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Publication Details

Journal
Benchmarking An International Journal
Published
2026-02-17
DOI
https://doi.org/10.1108/bij-11-2024-0987
Primary Topic
Big Data and Business Intelligence
Type
article
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article

Creating firms' competitive advantage using data-driven supply chain dynamic capabilities

Waqar Ahmed, Arsalan Najmi
Benchmarking An International Journal
Big Data and Business Intelligence
article

Creating firms' competitive advantage using data-driven supply chain dynamic capabilities

Waqar Ahmed, Arsalan Najmi
article en

Abstract

Purpose There needs to be more understanding among Supply Chain (SC) practitioners regarding the benefits of using big data analytics for building and advancing supply chain dynamic capabilities. To understand clearly, this study has investigated the impact of big data analytics management capabilities on supply chain dynamic capabilities to gain a competitive advantage. Design/methodology/approach This research is the quantitative study in which the survey methodology is followed. Moreover, to examine the proposed hypotheses, 144 valid responses from the manufacturing industry of Pakistan were analyzed using the Partial Least Square Structural Equation Modelling approach. Findings Results indicate that big data management capabilities significantly affect the dynamic supply chain capabilities (SC Alertness, SC Agility and SC Adaptability). Among the relationships between the dynamic supply chain capabilities and competitive advantage, all of the dynamic supply chain capabilities were found to positively and significantly lead the competitive advantage, except for supply chain agility, which was found to have an insignificant role. Originality/value This study will assist the organizations to have a better understanding of supply chain and data analytics, in general and implementing BDA management capabilities to aid supply chain dynamic capabilities in achieving competitive advantage, in particular.

Benchmarking An International Journal
Iqra University (PK), Applied Science University (BH), University College of Bahrain (BH), Vikram University (IN)
Industry, innovation and infrastructure
Openalex Percentile: Top 59%
Big Data and Business Intelligence
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Creating firms' competitive advantage using data-driven supply chain dynamic capabilities — Waqar Ahmed, Arsalan Najmi · Benchmarking An International Journal (2026) | TGRS Research Map | TGRS