Big Data Capability and Supply Chain Performance: Mediating effect of Supply Chain Resilience and Moderating Effect of Environmental Uncertainty

• Autorzy: Mengying Feng , Mengsha Zhou , Marek Matejun
• Języki publikacji: EN

Abstrakty

EN

Background: This paper aims to investigate the relationship between big data capability (BDC) and supply chain performance (SCP), and to examine the mediating role of supply chain resilience (SCR) and the moderating role of environmental uncertainty (EU) on the relationship between BDC and SCP. Drawing on the dynamic capability view and contingency theory, the study developed and tested a conceptual model with empirical data, clarifying the effects of BDA on SCP, the mediating effects of SCR and the moderating effects of EU. Methods: The primary survey data of 232 responses were collected from supply chain managers of manufacturers in China. The data were analyzed by employing SPSS and AMOS, and hierarchical regression was used to test the hypothesis. Results: The study found that BDC and its three dimensions have a significant impact on SCP, with a partial mediating role for SCR. Additionally, environmental uncertainty significantly moderates the relationships between BDC and SCR and between SCR and SCP. Conclusions: The results indicate the growing role of big data in supply chain resilience and performance, especially for small and medium-sized firms. Manufacturing companies should accelerate the development of supply chain resilience management systems and enhance their ability to cope with environmental changes. Managers should also be alert to the risks of changes in the external environment and allocate appropriate resources to mitigate environmental uncertainty and adapt to environmental changes. Limitations and further research directions are also provided in the paper.(original abstract)

Słowa kluczowe

EN

Big Data; Supply chain; Supply chain flexibility

PL

Big Data; Łańcuch dostaw; Elastyczność łańcucha dostaw

• Czasopismo: LogForum
• Rocznik: 2024
• Tom: 20
• Numer: nr 2
• Strony: 243--262

Twórcy

autor

Mengying Feng

• Chongqing Jiaotong University, China

autor

Mengsha Zhou

• Chongqing Three Gorges Vocational College, Chongqing, China

autor

Marek Matejun

• University of Lodz

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Identyfikatory

DOI

10.17270/J.LOG.001035