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Achieving Financial Sustainability through Revenue Diversification: A Green Pathway for Financial Institutions in Asia

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  • Zhikang Xie

    (School of Public Administration, Zhongnan University of Economics and Law, Wuhan 430073, China)

  • Xinglin Liu

    (School of Public Administration, Zhongnan University of Economics and Law, Wuhan 430073, China)

  • Hina Najam

    (Department of Business Administration, Iqra University, Islamabad 44090, Pakistan)

  • Qinghua Fu

    (Department of Business Administration, Moutai Institute, Renhuai 564507, China)

  • Jawad Abbas

    (Faculty of Management Sciences, University of Central Punjab, Lahore 54590, Pakistan)

  • Ubaldo Comite

    (Department of Business Sciences, University Giustino Fortunato, 82100 Benevento, Italy)

  • Laura Mariana Cismas

    (Faculty of Economics and Business Administration, West University of Timisoara, 300006 Timisoara, Romania)

  • Andra Miculescu

    (Faculty of Economics and Business Administration, West University of Timisoara, 300006 Timisoara, Romania)

Abstract

Establishing balanced and sustainable development is critical for improving banks’ capability and performance. Financial development has enormous significance in an environment of increasingly contestable international markets, and can be achieved by enhancing banking efficiency and performance. The bank efficiency is estimated through data envelopment analysis (DEA). By applying the quantile regression technique, this research examines the impact of revenue diversification (RD) on the bank efficiency (BE) of seven Asian emerging economies over 2008–2019. In this regard, non-performing loans (NPLs), non-interest income, capitalization, and gross domestic product (GDP) are taken as control variables. The empirical findings indicate that RD, market capitalization, non-interest income, and GDP have a significant positive impact on BE, whereas NPLs have a significant negative relationship with BE. These results have significant strategic implications for managers, regulators, and policymakers, who share a common interest in boosting financial sustainability and performance.

Suggested Citation

  • Zhikang Xie & Xinglin Liu & Hina Najam & Qinghua Fu & Jawad Abbas & Ubaldo Comite & Laura Mariana Cismas & Andra Miculescu, 2022. "Achieving Financial Sustainability through Revenue Diversification: A Green Pathway for Financial Institutions in Asia," Sustainability, MDPI, vol. 14(6), pages 1-16, March.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:6:p:3512-:d:772900
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    as
    1. Mao, Hong & Cheng, Jiang, 2020. "Optimal capitalization and deposit insurance strategies with regard to moral hazard," Journal of Economics and Business, Elsevier, vol. 108(C).
    2. Muhammad Ali & Abiodun Egbetokun & Manzoor Hussain Memon, 2018. "Human Capital, Social Capabilities and Economic Growth," Economies, MDPI, vol. 6(1), pages 1-18, January.
    3. Aparicio, Juan & Pastor, Jesus T. & Zofio, Jose L., 2015. "How to properly decompose economic efficiency using technical and allocative criteria with non-homothetic DEA technologies," European Journal of Operational Research, Elsevier, vol. 240(3), pages 882-891.
    4. Tony Chieh‐Tse Hou, 2019. "The relationship between corporate social responsibility and sustainable financial performance: firm‐level evidence from Taiwan," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(1), pages 19-28, January.
    5. Paul Malliet & Frédéric Reynès & Gissela Landa & Meriem Hamdi-Cherif & Aurélien Saussay, 2020. "Assessing Short-Term and Long-Term Economic and Environmental Effects of the COVID-19 Crisis in France," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 867-883, August.
    6. Malik, Amina & Butt, Babar Zaheer & Din, Shahab Ud & Aziz, Haroon, 2020. "Impact of Earnings Variability and Regulatory Measures on Income Smoothening in Islamic Banks — Evidence from an Emerging Market," Public Finance Quarterly, Corvinus University of Budapest, vol. 65(3), pages 397-410.
    7. Qinghua Fu & Abdul Aziz Abdul Rahman & Hui Jiang & Jawad Abbas & Ubaldo Comite, 2022. "Sustainable Supply Chain and Business Performance: The Impact of Strategy, Network Design, Information Systems, and Organizational Structure," Sustainability, MDPI, vol. 14(3), pages 1-15, January.
    8. Misbah Habib & Jawad Abbas & Rahat Noman, 2019. "Are human capital, intellectual property rights, and research and development expenditures really important for total factor productivity? An empirical analysis," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 46(6), pages 756-774, February.
    9. Claudia M Buch & Linda S Goldberg, 2015. "International Banking and Liquidity Risk Transmission: Lessons from Across Countries," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 63(3), pages 377-410, November.
    10. Lijing Lu & Haiyang Zheng & Meilan Chen & Hina Najam, 2022. "Tackling Carbon Intensity With Green Finance In The Covid-19-Era: Recommendations For Oecd Economies," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 13(03), pages 1-22, August.
    11. Ji, Qiang & Zhang, Dayong, 2019. "How much does financial development contribute to renewable energy growth and upgrading of energy structure in China?," Energy Policy, Elsevier, vol. 128(C), pages 114-124.
    12. Jawad Abbas & Uthman Alturki & Misbah Habib & Ahmed Aldraiweesh & Waleed Mugahed Al-Rahmi, 2021. "Factors Affecting Students in the Selection of Country for Higher Education: A Comparative Analysis of International Students in Germany and the UK," Sustainability, MDPI, vol. 13(18), pages 1-17, September.
    13. repec:spo:wpmain:info:hdl:2441/6neh4df2kq9orrjiscv6839f6n is not listed on IDEAS
    14. Hasita Bhammar & Wendy Li & Christel Maria Moller Molina & Valerie Hickey & Jo Pendry & Urvashi Narain, 2021. "Framework for Sustainable Recovery of Tourism in Protected Areas," Sustainability, MDPI, vol. 13(5), pages 1-10, March.
    15. Šeho, Mirzet & Ibrahim, Mansor H. & Mirakhor, Abbas, 2021. "Does sectoral diversification of loans and financing improve bank returns and risk in dual-banking systems?," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    16. Rui Wang & Jiangtao Liu & Hang(Robin) Luo, 2021. "Fintech development and bank risk taking in China," The European Journal of Finance, Taylor & Francis Journals, vol. 27(4-5), pages 397-418, March.
    17. Li, Xingjian & Feng, Hongrui & Zhao, Sebastian & Carter, David A., 2021. "The effect of revenue diversification on bank profitability and risk during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 43(C).
    18. repec:hal:spmain:info:hdl:2441/6neh4df2kq9orrjiscv6839f6n is not listed on IDEAS
    19. Partovi, Elmira & Matousek, Roman, 2019. "Bank efficiency and non-performing loans: Evidence from Turkey," Research in International Business and Finance, Elsevier, vol. 48(C), pages 287-309.
    20. Wade D. Cook & Joe Zhu, 2007. "Data Irregularities And Structural Complexities In Dea," Springer Books, in: Joe Zhu & Wade D. Cook (ed.), Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis, chapter 0, pages 1-11, Springer.
    21. Paul Malliet & Frédéric Reynès & Gissela Landa & Meriem Hamdi-Cherif & Aurélien Saussay, 2020. "Assessing Short-Term and Long-Term Economic and Environmental Effects of the COVID-19 Crisis in France," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 867-883, August.
    22. Jaffar Abbas & Iftikhar Hussain & Safdar Hussain & Sabahat Akram & Imrab Shaheen & Ben Niu, 2019. "The Impact of Knowledge Sharing and Innovation on Sustainable Performance in Islamic Banks: A Mediation Analysis through a SEM Approach," Sustainability, MDPI, vol. 11(15), pages 1-25, July.
    23. Mariagrazia Fallanca & Antonio Fabio Forgione & Edoardo Otranto, 2021. "Do the Determinants of Non-Performing Loans Have a Different Effect over Time? A Conditional Correlation Approach," JRFM, MDPI, vol. 14(1), pages 1-15, January.
    Full references (including those not matched with items on IDEAS)

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