scholarly journals Study on Environmental Impact Through Analysis of Big Data for Sustainable and Green Supply Chain Management

Author(s):  
S. Nallusamy et al., S. Nallusamy et al., ◽  
Author(s):  
Marie Brinda Bikissa-Macongue ◽  
Dr Elizabeth Chinomona

Due to their prominent position in the market, construction companies are increasingly required to control and minimise the internal and external environmental impact of their day-to-day activities. To achieve this, all over the world, construction companies have gradually adopted different environmentally friendly practices promoting the preservation of the environment. Generally, many of these practices are carried out in the area of green supply chain management (GSCM) and logistics performance where there is a great potential to reduce the rate of pollution generated. Therefore, the purpose of the study is to identify effective GSCM factors necessary to develop a successful framework that could guide the managers for improving the environmental performance of their companies. For this study, a qualitative approach was adopted. A content analysis was carried out using different types of documents like journals, policies, and published materials. The study suggests that by adopting GSCM and improving their logistics performance, construction companies will be able to improve their environmental performance. In addition, the study implied that construction companies that comply with the different laws and regulations established, development and implement a green information system as well as a good reverse logistics system are more likely to reduce the environmental impact of their activities, while optimising their economic viability. Therefore, it is recommended that construction companies keep giving more attention to GSCM and logistics performance as it is the most innovative means by which they can get cost efficiency and environmental responsibility simultaneously. Keywords: Green supply chain management, logistics performance, regulatory pressure, reverse logistics, green packaging, green information system and sustainability.


2021 ◽  
Vol 14 (2) ◽  
pp. 391
Author(s):  
Maya Novitasari ◽  
Dian Agustia

Purpose: The purpose of this study was to assess green innovation as a mediating variable in the relationship between green supply chain management and firm performance.Design/methodology/approach: This study used the companies listed on the PROPER program for the 2010-2018 period on the Indonesia Stock Exchange. The sample collected by using purposive sampling method obtained 488 companies. The data were tested using STATA 16.Findings: The results of the analysis showed that green supply chain management had a positive effect on green innovation, green innovation had a positive effect on firm performance, and green supply chain management had no effect on firm performance. Green innovation mediated the relationship between green supply chain management and firm performance.Research limitations/implications: The limitation of this study was using companies listed on the PROPER program, so it needed to be studied by applying other companies. Besides, it only implemented green innovation, green supply chain management, and firm performance. Future studies can apply other green-related aspects and performances.Practical implications: Regarding the problem of environmental impact, companies in Indonesia can apply green innovation and green supply chain management to improve their firm performance. Companies in Indonesia are increasingly faced with pressure from stakeholders to implement green supply chain management.Social implications: It is useful for the Indonesian government in overcoming environmental impact issues by implementing green supply chain management by companies. Companies that implement green supply chain management will have an impact on increasing green innovation and firm performance.Originality/value: This study assessed the mediation of green innovation in the relationship between green supply chain management and firm performance. This indicated that here there was pressure from stakeholders to pay full attention to the environment, so that companies in Indonesia can apply green innovation and green supply chain management to improve firm performance.


2021 ◽  
Vol 9 (2) ◽  
pp. 175-191
Author(s):  
Xiangyu Zhu ◽  
Yang Yang

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.


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