IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i6p3512-d772900.html

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/6/3512/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/6/3512/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    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. 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.
    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. 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.
    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. Paul Malliet & Frédéric Reynès & Gissela Landa & Meriem Hamdi‑Cherif & Aurélien Saussay, 2020. "Correction to: 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. 77(3), pages 669-669, November.
    8. 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.
    9. 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.
    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. 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.
    13. 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.
    14. 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.
    15. 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.
    16. repec:spo:wpmain:info:hdl:2441/6neh4df2kq9orrjiscv6839f6n is not listed on IDEAS
    17. 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.
    18. 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).
    19. 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.
    20. 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).
    21. 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)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Najam, Hina & Abbas, Jawad & Álvarez-Otero, Susana & Dogan, Eyup & Sial, Muhammad Safdar, 2022. "Towards green recovery: Can banks achieve financial sustainability through income diversification in ASEAN countries?," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 522-533.
    2. Abbas, Jawad & Wang, Lisu & Ben Belgacem, Samira & Pawar, Puja Sunil & Najam, Hina & Abbas, Jaffar, 2023. "Investment in renewable energy and electricity output: Role of green finance, environmental tax, and geopolitical risk: Empirical evidence from China," Energy, Elsevier, vol. 269(C).
    3. Zhao, Yang & Goodell, John W. & Wang, Yong & Abedin, Mohammad Zoynul, 2023. "Fintech, macroprudential policies and bank risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    4. Gulati, Rachita, 2022. "Global and local banking crises and risk-adjusted efficiency of Indian banks: Are the impacts really perspective-dependent?," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 23-39.
    5. Duong Thuy Phan & Trong Tai Nguyen & Thi Thanh Hoang, 2022. "Impact of income diversification on the business performance of Vietnamese commercial banks," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2132592-213, December.
    6. Samira Ben Belgacem & Ghousia Khatoon & Abad Alzuman, 2023. "Role of Renewable Energy and Financial Innovation in Environmental Protection: Empirical Evidence from UAE and Saudi Arabia," Sustainability, MDPI, vol. 15(11), pages 1-11, May.
    7. Ayoungman, Fairtown Zhou & Islam, Md. Shoriful & Masukujjaman, Mohammad & Shawon, Abid Hossain & Al Mahmud, Abdullah, 2025. "Financial factors influencing investment willingness in environment-friendly business: Empirical study on an emerging economy," Innovation and Green Development, Elsevier, vol. 4(1).
    8. Wang, Yulu & Kumbhakar, Subal C. & Jin, Man, 2025. "The Yin and Yang of banking: Modeling desirable and undesirable outputs," European Journal of Operational Research, Elsevier, vol. 322(3), pages 1025-1044.
    9. Changzheng Zhang & Yuchao Wang & Yanbing Zhang, 2025. "Can digital transformation improve commercial banks’ performance?," The Journal of Technology Transfer, Springer, vol. 50(4), pages 1341-1362, August.
    10. Xiaofei Yan & Juan Felipe Espinosa-Cristia & Kalpina Kumari & Lucian Ionel Cioca, 2022. "Relationship between Corporate Social Responsibility, Organizational Trust, and Corporate Reputation for Sustainable Performance," Sustainability, MDPI, vol. 14(14), pages 1-15, July.
    11. Ting Li Liu & Muhammad Mateen Naveed & Sohaib Mustafa & Muhammad Tahir Naveed, 2024. "Analysing the impact of digital technology diffusion on the efficiency and convergence process of the commercial banking industry of Pakistan," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-27, December.
    12. Louhichi, Awatef & Boujelbene, Younes, 2020. "Credit risk pricing and the rationality of lending decision-making within dual banking systems: A parametric approach," Economic Systems, Elsevier, vol. 44(1).
    13. Jawad Abbas & Hina Najam, 2025. "Role of environmental decentralization, green human capital, and digital finance in firm green technological innovation for a sustainable society," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(8), pages 19763-19777, August.
    14. Claudia Buch & Catherine Koch & Michael Koetter, 2016. "Crises and rescues: liquidity transmission through international banks," BIS Working Papers 576, Bank for International Settlements.
    15. Juan Aparicio & Jesus T. Pastor & Jose L. Sainz-Pardo & Fernando Vidal, 2020. "Estimating and decomposing overall inefficiency by determining the least distance to the strongly efficient frontier in data envelopment analysis," Operational Research, Springer, vol. 20(2), pages 747-770, June.
    16. Qadri, Hussain Mohi ud Din & Ali, Hassnian & Abideen, Zain ul & Jafar, Ahmad, 2024. "Mapping the Evolution of Green Finance Research and Development in Emerging Green Economies," Resources Policy, Elsevier, vol. 91(C).
    17. Lin, Boqiang & Okoye, Jude O., 2023. "Towards renewable energy generation and low greenhouse gas emission in high-income countries: Performance of financial development and governance," Renewable Energy, Elsevier, vol. 215(C).
    18. Lee, Seung Jung & Liu, Lucy Qian & Stebunovs, Viktors, 2022. "Risk-taking spillovers of U.S. monetary policy in the global market for U.S. dollar corporate loans," Journal of Banking & Finance, Elsevier, vol. 138(C).
    19. repec:ptu:bdpart:r201708 is not listed on IDEAS
    20. Adey Tarawneh & Aisyah Abdul-Rahman & Syajarul Imna Mohd Amin & Mohd Fahmi Ghazali, 2024. "A Systematic Review of Fintech and Banking Profitability," IJFS, MDPI, vol. 12(1), pages 1-21, January.
    21. Simoens, Mathieu & Vander Vennet, Rudi, 2022. "Does diversification protect European banks’ market valuations in a pandemic?," Finance Research Letters, Elsevier, vol. 44(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:6:p:3512-:d:772900. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.