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

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한국유통과학회 (Korea Distribution Science Association)
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
Abstract
 1. Introduction
 2. Literature Review
  2.1. Big Data Analytics (BDAs)
  2.2. Navigating BDAs in the Financial Sector
  2.3. SCs of ASEAN Banks through BDAs
  2.4. Theoretical Model and Hypotheses
 3. Research Methodology
  3.1. Survey and Data Collection
  3.2. Questionnaire Content
  3.3. Questionnaire Administration
  3.4. Data Analysis
 4. Results and Findings
  4.1. Analysis of Outer Model
  4.2. Inner Model Analysis
  4.3. Cluster Analysis
 5. Discussion and Conclusion
  5.1. Banks’ Sustainable Performance through BDAs
  5.2. Factors Influence the Usage of BDAs toEnhance SCs of Banks
  5.3. Influence of Green Innovation on Banks’Sustainability and Performance
  5.4. Theoretical Implications
  5.5. Practical Implications
  5.6. Limitations and Suggestions for FutureResearch
 References
저자
  • Qaisar ALI(Faculty of Islamic Economics and Finance, University Islam Sultan Sharif Ali, Brunei Darussalam.)
  • Asma SALMAN(Department of Accounting, Finance and Economics, College of Business Administration, American University in the Emirates (AUE)) Corresponding Author.
  • Hakimah YAACOB(Faculty of Islamic Economics and Finance, university Islam Sultan Sharif Ali, Brunei Darussalam.)
  • Zaki ZAINI(Faculty of Islamic Economics and Finance, university Islam Sultan Sharif Ali, Brunei Darussalam.)
  • Rose ABDULLAH(Faculty of Islamic Economics and Finance, university Islam Sultan Sharif Ali, Brunei Darussalam.)