Untangling the cumulative impact of big data analytics, green lean six sigma and sustainable supply chain management on the economic performance of manufacturing organisations

被引:8
作者
Fayyaz, Arsalan [1 ]
Liu, Chenguang [1 ]
Xu, Yan [1 ]
Khan, Fahad [1 ]
Ahmed, Selim [2 ]
机构
[1] Northwestern Polytech Univ, Sch Management, 127 Youyi West Rd, Xian 710072, Shaanxi, Peoples R China
[2] World Univ Bangladesh, World Sch Business, Dhaka, Bangladesh
关键词
Big data analytics; economic performance; green lean six sigma; sustainable supply chain management; PLS-SEM; INTEGRATION; CAPABILITIES; SMES; IMPLEMENTATION; COMPATIBILITY;
D O I
10.1080/09537287.2024.2348517
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Big data analytics provides up-to-date information to facilitate organisational decision-making and boost economic performance. However, an organisation's big data analytical capability must be investigated to determine its importance in driving economic performance through continuous improvement and sustainability-related tools such as green lean six sigma and sustainable supply chain management. We conducted an empirical study and obtained 443 effective responses from managerial staff working in small and medium-sized organisations in Pakistan. Using structural equation modelling and artificial neural networks, we investigate the effects of big data analytics, green lean six sigma and sustainable supply chain management on economic performance. Our result shows that green lean six sigma and sustainable supply chain management partially mediate the relationship between big data analytics and economic performance. Although the implementation of sustainable supply chain management is identified, it is supported by technological but not cultural compatibility in the current operating environments of the organisations. As a theoretical contribution, this study enriches the literature on digitisation by relating it to the dynamic capability theory. As per practical contribution, this study reveals that the amalgamation of big data analytics, green lean six sigma, and sustainable supply chain management strengthen the organisation's economic performance.
引用
收藏
页码:1137 / 1154
页数:18
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