EXPLORING THE IMPACT OF GREEN FINANCING ON BANK STABILITY: INSIGHTS FROM INDONESIAN ISLAMIC AND CONVENTIONAL BANKS

Mohammad Iqbal Irfany, Fatimah Iskandar Putri, Daffa Aqomal Haq

Abstract


This study examines the influence of green financing on the efficiency of Islamic and conventional banks in Indonesia between 2016 and 2022. Employing the Data Envelopment Analysis (DEA) method to compute efficiency scores and Tobit regression to evaluate the impact of green financing, the findings reveal that conventional banks outperform their Islamic counterparts in terms of efficiency. This disparity is attributed to superior risk management practices and the benefits of operational scale. Notably, green financing enhances the efficiency of both banking types, with its effects being more pronounced in smaller banks. These insights underscore the potential of green financing to advance sustainability without undermining banking efficiency. The study advocates for robust policy frameworks to incentivize green financing initiatives, particularly targeting smaller banks, to maximize their role in fostering sustainable development.

Keywords


Bank Stability; Green Financing, Efficiency; Data Envelopment Analysis (DEA); Tobit regression

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References


Akdeniz, Ö. O., Abdou, H. A., Hayek, A. I., Nwachukwu, J. C., Elamer, A. A., & Pyke, C. (2023). Technical efficiency in banks: a review of methods, recent innovations and future research agenda. Review of Managerial Science, 18, 3395–3456. https://doi.org/10.1007/s11846-023-00707-z

Alam, A. W., Banna, H., & Hassan, M. K. (2022). ESG Activities and Bank Efficiency: Are Islamic Banks Better?. Journal of Islamic Monetary Economics and Finance, 8(1), 65–88. https://doi.org/10.21098/jimf.v8i1.1428

Assaf, A., Berger, A., Roman, R., & Tsionas, M. (2019). Does Efficiency Help Banks Survive and Thrive during Financial Crises?. Journal of Banking and Finance, 106, 445-460. http://dx.doi.org/10.2139/ssrn.2970251.

Badan Pusat Statistik. 2023. Posisi Kredit Modal Kerja Perbankan Menurut Sektor Ekonomi. [Downloaded 2023 Sep 5]. Available pada: https://www.bps.go.id/indicator/13/634/8/posisi-kredit-modal-kerjaperbankan-menurut-sektor-ekonomi-format-baru-.html

Barney, J. B. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99-120. https://doi.org/10.1177/014920639101700108

Berger, A. N., & Mester, L. J. (1997). Inside the black box: What explains differences in the efficiencies of financial institutions? Journal of Banking & Finance, 21(7), 895-947. https://doi.org/10.1016/S0378-4266(97)00010-1

Bhatia, V., Basu, S., Mitra, S., & Dash, P. (2018). A review of bank efficiency and productivity. OPSEARCH, 55, 557-600. https://doi.org/10.1007/S12597-018-0332-2.

Bhattacharya, S., & Thakor, A. V. (1993). Contemporary banking theory. Journal of Financial Intermediation, 3(1), 2-50. https://doi.org/10.1006/jfin.1993.1001

Boyd, J. H., & Champ, B. (2006). Inflation and financial market performance: What have we learned in the last ten years?. Federal Reserve Bank of Cleveland Economic Review, 42(1), 4-12. https://doi.org/10.26509/frbc-wp-200317

Brissimis, S. N., Delis, M., & Tsionas, E. G. (2022). Technical and allocative efficiency in European banking. Bank of Greece Working, 46, http://dx.doi.org/10.2139/ssrn.4163739

Cao Q, Zhu T., & Yu W. (2024). ESG investment and bank efficiency: Evidence from China. Energy Economics, 133, 107516 https://doi.org/10.1016/j.eneco.2024.107516

Chen, L., & Wang, Y. (2022). Data envelopment analysis cross-efficiency method of non-homogeneous decision-making units. Journal of the Operational Research Society, 74, 1118 - 1132. https://doi.org/10.1080/01605682.2022.2056535.

Cole, M. A. (1999). Limits to Growth, Sustainable Development and Environmental Kuznets Curves: an Examination of The Environmental Impact of Economic Development. Sustainable Development Journal, 7(2), 87–97. https://doi.org/https://doi.org/10.1002/(SICI)1099-1719(199905)7:2<87::AID-SD102>3.0.CO;2-5

Debrah, C., Darko, A., & Chan, A. (2022). A bibliometric-qualitative literature review of green finance gap and future research directions. Climate and Development, 15, 432 - 455. https://doi.org/10.1080/17565529.2022.2095331.

Dietrich, A., & Wanzenried, G. (2011). Determinants of bank profitability before and during the crisis: Evidence from Switzerland. Journal of International Financial Markets, Institutions & Money, 21(3), 307-327. https://doi.org/10.1016/j.intfin.2010.11.002

Duque-Grisales, E., & Aguilera-Caracuel, J. (2021). Environmental, Social and Governance (ESG) Scores and Financial Performance of Multilatinas: Moderating Effects of Geographic International Diversification and Financial Slack. Journal of Business Ethics, 168(2), 315–334. https://doi.org/10.1007/s10551-019-04177-w

Falcone, P. M., Morone, P., & Sica, E. (2018). Greening of the financial system and fuelling a sustainability transition. Technological Forecasting and Social Change, 127, 23–37. https://doi.org/10.1016/j.techfore.2017.05.020

Forgione, A. F., Laguir, I., & Staglianò, R. (2020). Effect of corporate social responsibility scores on bank efficiency: The moderating role of institutional context. Corporate Social Responsibility and Environmental Management, 27(5). https://doi.org/10.1002/csr.1950

Glomsrod, S., & Wei, T. (2016). Business as unusual: The implications of fossil divestment and green bonds for financial flows, economic growth and energy market. Energy for Sustainable Development, 44(1), 1–10. https://doi.org/10.1016/j.esd.2018.02.005

Greene, W. H. (2008). The Econometric Approach to Efficiency Analysis. In The Measurement of Productive Efficiency and Productivity Change. The Econometric Approach to Efficiency Analysis, 92-250. https://doi.org/10.1093/acprof:oso/9780195183528.003.0002.

Gujarati, D., Porter, D., & Gunasekar, S. (2017). Basic Econometrics. 5th Edition McGraw Hill Education .

Huang, H., & Zhang, J. (2021). Research on the Environmental Effect of Green Finance Policy Based on the Analysis of Pilot Zones for Green Finance Reform and Innovations. Sustainability, 13(7), 3754. https://doi.org/10.3390/su13073754

Istinfarani, S., & Azmi, F. (2020). Faktor Penentu Tingkat Efisiensi Kinerja Perbankan. Jurnal Akuntansi Dan Pajak, 20(2), 230-240. https://doi.org/10.29040/jap.v20i2.800

Kemenkeu. (2022). Komitmen Indonesia dalam Green Financing untuk Pembangunan Berlanjutan. Retrived March, 4 2023 from https://klc2.kemenkeu.go.id/kms/knowledge/komitmen-indonesia-dalam-green-financing-untuk-pembangunan-berlanjutan-d9df3056/detail/

Miralles-Quirós, M. M., Miralles-Quirós, J. L., & Hernández, J. R. (2019). ESG performance and shareholder value creation in the banking industry: International differences. Sustainability, 11(5). https://doi.org/10.3390/su11051404

Mo Y, Sun D, Zhang Y. 2023. Green Finance Assists Agricultural Sustainable Development: Evidence from China. Sustainability, 15(3). https://doi.org/10.3390/su15032056

Nasim, A., Nasir, M. A. & Downing, G. (2024). Determinants of bank efficiency in developed (G7) and developing (E7) countries: role of regulatory and economic environment. Review of Quantitative Finance and Accounting, https://doi.org/10.1007/s11156-024-01272-6

Nizam, E., Ng, A., Dewandaru, G., Nagayev, R., & Nkoba, M. A. (2019). The impact of social and environmental sustainability on financial performance: A global analysis of the banking sector. Journal of Multinational Financial Management, 49, 35–53. https://doi.org/10.1016/j.mulfin.2019.01.002

Otoritas Jasa Keuangan. (2021). Ringkasan Peraturan Otoritas Jasa Keuangan Nomor 12/POJK.03/2021 Tentang Bank Umum. OJK . Retrivied March 4, 2023, from https://www.ojk.go.id/id/regulasi/Documents/Pages/Bank-Umum/Summary%20-%20POJK%2012%20-%2003%20-%202021.pdf

Ouenniche, J., & Carrales, S. (2018). Assessing efficiency profiles of UK commercial banks: a DEA analysis with regression-based feedback. Annals of Operations Research, 266(1–2), 551–587. https://doi.org/10.1007/s10479-018-2797-z

Pekkala, T. (2016). Efficiently Inefficient: How Smart Money Invests & Market Prices Are Determined. Quantitative Finance, 16(11). 1637–1639. https://doi.org/10.1080/14697688.2016.1152102

Puteh, A., Rasyidin, M., & Mawaddah, N. (2018). Islamic Banks in Indonesia: Analysis of Efficiency. Proceedings of MICoMS 2017 (Emerald Reach Proceedings Series, Vol. 1), Emerald Publishing Limited, Leeds, 331-336 https://doi.org/10.1108/978-1-78756-793-1-00062.

Qoyum, A., Sakti, M. R. P., Thaker, H. M. T., & AlHashfi, R. U. (2022). Does the islamic label indicate good environmental, social, and governance (ESG) performance? Evidence from sharia-compliant firms in Indonesia and Malaysia. Borsa Istanbul Review, 22(2), 306–320. https://doi.org/10.1016/j.bir.2021.06.001

Sachs, J. D., Woo, W. T., Yoshino, N., & Taghizadeh‐Hesary F. (2019). Importance of Green Finance for Achieving Sustainable Development Goals and Energy Security. In Handbook of Green Finance, 3–12. Springer. https://doi.org/https://doi.org/10.1007/978-981-13-0227-5_13

Safiullah, M., & Shamsuddin, A. (2019). Risk-adjusted efficiency and corporate governance: Evidence from Islamic and conventional banks. Journal of Corporate Finance, 55. https://doi.org/10.1016/j.jcorpfin.2018.08.009

Shair, F., Shaorong, S., Kamran, H. W., Hussain, M. S., Nawaz, M. A., & Nguyen, V. C. (2021). Do environmental concerns matter when assessing the efficiency and total factor productivity growth of the banking industry? Environmental Science and Pollution Research, 28(16). https://doi.org/10.1007/s11356-020-11938-y

Sulaeman, H. S. F., Moelyono, S. M., & Nawir, J. (2019). Determinants of banking efficiency for commercial banks in Indonesia. Contemporary Economics, 13(2), 205–218. https://doi.org/10.5709/ce.1897-9254.308

Ullah S, Majeed A, Popp J (2023) Determinants of bank’s efficiency in an emerging economy: A data envelopment analysis approach. Plos One, 18(3): e0281663. https://doi.org/10.1371/journal.pone.0281663

UNEP. (2023). Green Financing. United Nations Environment Programme (UNEP). Retrieved December 3, 2024, from https://www.unep.org/regions/asia-and-pacific/regional-initiatives/supporting-resource-efficiency/green-financing

Widiarti, A. W., Siregar, H., & Andati, T. (2015). The Determinants of Bank’s Efficiency in Indonesia. Bulletin of Monetary Economics and Banking, 18(2), 129–156. https://doi.org/https://doi.org/10.21098/bemp.v18i2.520

Yang Q, Du Q, Razzaq A, Shang Y. 2022. How volatility in green financing, clean energy, and green economic practices derive sustainable performance through ESG indicators? A sectoral study of G7 countries. Resources Policy, 75. https://doi.org/10.1016/j.resourpol.2021.102526. 40

Yang Y. (2023). The Impact of Green Finance and Resource Tax Policy on Regional Energy Efficiency Based on the Non-Desired Output Super-Efficiency SBM-Tobit Model. Sustainability. 15(14):11438. https://doi.org/10.3390/su151411438

Yusuf A. A., Santi N., & Rismaya E. 2021. The Efficiency of Islamic Banks: Empirical Evidence from Indonesia. Journal of Asian Finance, Economics and Business. 8(4). https://doi.org/10.13106/jafeb.2021.vol8.no4.0239.

Zhou, X., Luo, L., Tao, Y., & Pan, Z. (2021). Semiparametric estimation of Nelson–Olson simultaneous Tobit model. Communications in Statistics - Simulation and Computation, 52(8), 3863–3876. https://doi.org/10.1080/03610918.2021.1949468




DOI: https://doi.org/10.18860/ed.v12i2.25849

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