Does Big Data Analytics Enhance Sustainability and Financial Performance? The Case of ASEAN Banks

• 발행기관: 한국유통과학회
• 저자명: Qaisar ALI Asma SALMAN Hakimah YAACOB Zaki ZAINI Rose ABDULLAH
• 간행물 정보: 『The Journal of Asian Finance, Economics and Business(JAFEB)』Vol. 7 No.7, 1~13쪽, 전체 13쪽
• 주제분류: 경제경영 > 경제학
• 파일형태: PDF
• 발행일자: 2020.07.30

영문 초록

This study analyzes the key drivers(commitment, integration of big data, green supply chain management, and green human resource practices) of sustainable capabilities and the influence to which these sustainable capabilities impact the banks’ environmental and financial performance. Additionally, this study analyzes the impact of green management practices on the integration of big data technology with operations. The theory of dynamic capability was deployed to propose and empirically test the conceptual model. Data was collected through a self-administrated survey questionnaire from 319 participants employed at 35 banks located in six ASEAN countries. The findings indicate that big data analytics strategies have an impact on internal processes and banks’ sustainable and financial performance. This study indicates that banks committed towards proper data monitoring of its clients achieve operational efficiency and sustainability goals. Moreover, our results confirm that banks practising green innovation strategies experience better environmental and economic performance as the employees of these banks have received advance green human resource training. Finally, our study found that internal and external green supply chain management practices have a positive impact on banks’ environmental and financial performance, which confirms that ASEAN banks contributing in reduction of environmental impact through its operations will ultimately experience increased financial performance.

목차

1. Introduction

2. Literature Review

3. Research Methodology

4. Results and Findings

5. Discussion and Conclusion

References

키워드

Sustainability ASEAN Banks Big Data Analytics Financial Performance Green Management