Corporate social responsibility, Green supply chain management and firm performance: The moderating role of big-data analytics capability

2020 ◽  
Vol 37 ◽  
pp. 100557 ◽  
Author(s):  
Chenxiao Wang ◽  
Qingpu Zhang ◽  
Wei Zhang
Keyword(s):  
Big Data ◽  
Data Analytics ◽  
Big Data Analytics ◽  
Green Supply Chain Management ◽  
Green Supply Chain ◽  
Chain Management ◽  
Corporate Social ◽  
Moderating Role ◽  
Analytics Capability

scholarly journals Big Data Analytics for Improving Financial Performance and Sustainability

2021 ◽  
Vol 9 (2) ◽  
pp. 175-191
Author(s):  
Xiangyu Zhu ◽  
Yang Yang
Keyword(s):  
Big Data ◽  
Supply Chain ◽  
Supply Chain Management ◽  
Financial Performance ◽  
Data Analytics ◽  
Management Practices ◽  
Big Data Analytics ◽  
Green Supply Chain Management ◽  
Green Supply Chain ◽  
Chain Management

Abstract In this study, the key drivers of sustainability commitment, green supply chain management, big data integration and green human resource practice are explored, and the impact of these sustainable capabilities on the environmental and financial performance of banks is also elaborated. In addition, the influence of green management practices on integrating big data technology into operations is presented. As for the concept of dynamic ability, it has been used to recommend and empirically test conceptual models. Data were collected through a self-administrated survey questionnaire on 317 people working in 37 banks in six Asian countries. Research suggests that big data analytics strategies have an impact on internal processes and on the stability and financial performance of banks. Besides, it is indicated that banks are committed to proper data monitoring of their customers to complete operational efficiency and sustainability goals. Furthermore, our result proved that banks practicing Green Innovation strategies experience better environmental and economic performance because their employees are already trained in Green HR. Finally, from our study, it was found that internal and external green supply chain management practices have a positive effect on the environmental and financial performance of banks, thus ensuring that the bank of Association of Southeast Asian Nations (ASEAN) mitigates the environmental impact through its operations and ultimately experiences an increase in financial performance.

scholarly journals Investigating the adoption of big data analytics in healthcare: the moderating role of resistance to change

2019 ◽  
Vol 6 (1) ◽  
Author(s):  
Muhammad Shahbaz ◽  
Changyuan Gao ◽  
LiLi Zhai ◽  
Fakhar Shahzad ◽  
Yanling Hu
Keyword(s):  
Big Data ◽  
Data Analytics ◽  
Resistance To Change ◽  
Big Data Analytics ◽  
Moderating Role

Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance

2021 ◽  
Vol 168 ◽  
pp. 120766
Author(s):  
Usama Awan ◽  
Saqib Shamim ◽  
Zaheer Khan ◽  
Najam Ul Zia ◽  
Syed Muhammad Shariq ◽  
...  
Keyword(s):  
Decision Making ◽  
Big Data ◽  
Circular Economy ◽  
Data Analytics ◽  
Big Data Analytics ◽  
Data Driven ◽  
Analytics Capability

Impacts of big data analytics management capabilities and supply chain integration on global sourcing: a survey on firm performance

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shokouh Razaghi ◽  
Sajjad Shokouhyar
Keyword(s):  
Big Data ◽  
Firm Performance ◽  
Data Analytics ◽  
Big Data Analytics ◽  
Global Sourcing ◽  
Content Type ◽  
Mediating Role ◽  
Management Capability ◽  
Analytics Capability

Purpose This study aims to show that management with big data analytics capability can achieve more advantages of the global sourcing process. Furthermore, this study using its conceptual attitude model aims to show that big data analytics management capability leads to an increase in firm performance by the mediating role of integration. Design/methodology/approach Using an online questionnaire, 158 managers from 13 Iranian companies taking advantage of the global sourcing process were surveyed. The validity of the hypotheses was evaluated using partial least squares based on structural equation modeling (PLS method). Findings The results of the study showed that big data analytics management capability has a positive impact on global sourcing and firm performance directly, and by the mediating role of integration. Originality/value Previous studies have carefully addressed the role of big data and big data analytics in firms. However, this is among a few studies addressing the role of big data analytics capability, especially management capability, in improving firms’ performance. The results of this study shed light on the fact that how global sourcing takes the best advantage of big data analytics management capability for better accomplishment of organizations’ duties. The results of this study also disclose how big data analytics management capability helps organizations with their performance and bring benefits to their units.

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