Role of big data analytics in developing sustainable capabilities

被引:268
|
作者
Singh, Sanjay Kumar [1 ]
El-Kassar, Abdul-Nasser [2 ]
机构
[1] Abu Dhabi Univ, Coll Business, Abu Dhabi, U Arab Emirates
[2] Lebanese Amer Univ, Adnan Kassar Sch Business, Beirut, Lebanon
关键词
Sustainable capabilities; Big data; Corporate commitment; Green supply chain management; Green human resource management practices; environmental & organizational performance; GREEN SUPPLY CHAIN; HUMAN-RESOURCE MANAGEMENT; FIRM PERFORMANCE; ENVIRONMENTAL PERFORMANCE; PREDICTIVE ANALYTICS; DYNAMIC CAPABILITIES; INNOVATION; FUTURE; BUSINESS; RESILIENCE;
D O I
10.1016/j.jclepro.2018.12.199
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The purpose of this study is to examine the extent of sustainable capabilities driven by corporate commitment resulting from the integration of big data technologies, green supply chain management, and green human resource management practices, and the extent to which these capabilities can enhance the broader firm performance. The study was also designed to investigate the degree to which green human resource management practices influence the integration of big data technologies with processes and enhance the relationships between green supply chain management practices, both internal and external, as well as their influence on sustainable performance. We used dynamic capabilities theory and proposed a conceptual research model which was tested empirically. The findings of our study establish the influence of big data driven strategies on business growth in terms of sustainable performance by considering internal processes that constitute sustainable capabilities. The study recommends the integration of green supply chain management, green human resource management practices, and big data management to enhance firms' sustainable capabilities that lead to better sustainable performance. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1264 / 1273
页数:10
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