Understanding the nexus among big data analytics capabilities, green dynamic capabilities, supply chain agility and green competitive advantage: the moderating effect of supply chain innovativeness

PurposeThe current study examines the impact of big data analytics capabilities (BDAC) on supply chain performances of the manufacturing firms. Based on the underpinning of resource-based view (RBV) theory, the current study will highlight the significance of BDAC on green dynamic capabilities (GDC)...

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Bibliographic Details
Published in:Journal of manufacturing technology management 2024-01, Vol.35 (1), p.119-140
Main Authors: Li, Wenjie, Waris, Idrees, Bhutto, Muhammad Yaseen
Format: Article
Language:English
Subjects:
Advanced manufacturing technologies
Big Data
Competition
Competitive advantage
Data analysis
Data collection
Empirical analysis
Empowerment
Innovations
Manufacturing
Stock exchanges
Supply chains
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Summary:PurposeThe current study examines the impact of big data analytics capabilities (BDAC) on supply chain performances of the manufacturing firms. Based on the underpinning of resource-based view (RBV) theory, the current study will highlight the significance of BDAC on green dynamic capabilities (GDC), supply chain agility (SCA) and green competitive advantage (GCA). Furthermore, the study examines the moderating effect of supply chain innovativeness (SCI) on the relationship between GCA and firm performance (FP).Design/methodology/approachOnline survey method was employed for the data collection from the 331 managers employed in Pakistan Stock Exchange (PSX)-listed manufacturing firms. The hypothesized model was tested using partial least squares structural equation modeling (PLS-SEM) technique.FindingsThe study results indicate that BDAC has a positive influence on both GDC and SCA, leading to enhanced GCA. Furthermore, the results demonstrate that GCA significantly and positively impacts FP, and the relationship between them is positively moderated by SCI.Originality/valueThis study developed a novel theoretical perspective based on RBV theory and provided empirical evidence that manufacturing firms' performances are significantly influenced by BDAC, GDC and SCA. The study results provide valuable practical implications top management regarding the effectiveness of BDAC and SCA in the supply chain. The findings further highlight the significance of SCI strengthening relationship between GCA and FP.
ISSN:1741-038X
1758-7786
DOI:10.1108/JMTM-07-2023-0263