НЕЛІНІЙНИЙ БАНКІВСЬКИЙ РИЗИКОВИЙ АПЕТИТ В УМОВАХ НЕВИЗНАЧЕНОСТІ ЕКОНОМІЧНОЇ ПОЛІТИКИ: РОЛЬ ЯКОСТІ РЕГУЛЯТОРНОГО ЗАБЕЗПЕЧЕННЯ ТА СТРАХУВАННЯ ДЕПОЗИТІВ

Main Article Content

Халіл Улла Мохаммад
https://orcid.org/0000-0003-0235-0226
Мухаммад Кашір
Нур-Уль-Хая Аднан
https://orcid.org/0009-0002-5569-5113

Анотація

Економічна політика зростає у світі, що має наслідки для стабільності фінансового сектора. У цій роботі автори досліджують його вплив на ризикову поведінку банків. Дослідження вивчає функціональну форму реакцій банків на економічну невизначеність і як якість регулювання та соціальні мережі змінюють поведінку банків за періодів високої невизначеності.
Використано дані з 1999 по 2023 рік 796 банків у 21 країні із застосуванням квадратичної двоступеневої системи оцінки GMM для оцінки впливу економічної політики на прийняття ризиків банками. За допомогою U-тесту автори підтверджують нелінійний зв'язок і визначають його порогову точку. Нарешті, автори демонструють узгодженість оцінок, контролюючи кілька великих кризових періодів протягом вибіркового періоду.
Виявлено, що невизначеність економічної політики загалом підвищує ризик для банків. Однак після певного рівня подальше зростання невизначеності економічної політики може призвести до зменшення прибутку та підвищеного уникнення ризику, що призведе до зменшення ризикової поведінки. Вища якість регулювання пом'якшує цей ефект; однак зниження ризику менш помітне, коли економічна невизначеність зростає. Соціальні мережі пом'якшують взаємозв'язок, упливаючи на чутливість банків до ризику. Крім того, видно міжкраїнну гетерогенність у розмірі економічної політики, невизначеності та ризику. Нарешті, зрозуміло, що нелінійні ефекти є стійкими після контролю великих подій, таких як глобальна фінансова криза, криза єврозони, COVID-19 і війна в Україні.
Автори надають докази нелінійності на перетині економічної невизначеності, регуляторних рамок, страхових сітків і поведінки банків, що беруть на себе ризик. Результати підкреслюють важливість надійної регуляторної якості й соціальних мереж для пом'якшення ризикової поведінки банків під час економічної невизначеності.

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Abbas, F., Ali, S., Yousaf, I., & Wong, W. K. (2021). Dynamics of Funding Liquidity and Risk-Taking: Evidence from Commercial Banks. Journal of Risk and Financial Management. https://doi.org/10.3390/jrfm14060281 DOI: https://doi.org/10.3390/jrfm14060281

Acharya, V. V., & Richardson, M. (2009). Causes of the financial crisis. Critical Review, 21(2–3), 195–210. https://doi.org/10.1080/08913810902952903 DOI: https://doi.org/10.1080/08913810902952903

Akhter, T., Abdul Halim, Z., Mehzabin, S., Shahriar, A., & Azad, M. A. K. (2023). Do national culture and economic freedom affect bank risk-taking behavior? Evidence from GCC countries. International Journal of Islamic and Middle Eastern Finance and Management, 16(6), 1159–1180. https://doi.org/10.1108/IMEFM-07-2022-0283 DOI: https://doi.org/10.1108/IMEFM-07-2022-0283

Al-Thaqeb, S. A., & Algharabali, B. G. (2019). Economic policy uncertainty: A literature review. Journal of Economic Asymmetries, 20. https://doi.org/10.1016/j.jeca.2019.e00133 DOI: https://doi.org/10.1016/j.jeca.2019.e00133

Alhalabi, T., Castro, V., & Wood, J. (2023). Bank dividend payout policy and debt seniority: Evidence from US Banks. Financial Markets, Institutions and Instruments, 32(5), 285–340. https://doi.org/10.1111/fmii.12183 DOI: https://doi.org/10.1111/fmii.12183

Altunbas, Y., Gambacorta, L., & Marques-Ibanez, D. (2010). Bank risk and monetary policy. Journal of Financial Stability, 6(3), 121–129. https://doi.org/10.1016/j.jfs.2009.07.001 DOI: https://doi.org/10.1016/j.jfs.2009.07.001

Anginer, D., & Demirgüç-Kunt, A. (2018). Bank Runs and Moral Hazard: A Review of Deposit Insurance. Bank Runs and Moral Hazard: A Review of Deposit Insurance. https://doi.org/10.1596/1813-9450-8589 DOI: https://doi.org/10.1596/1813-9450-8589

Angkinand Prabha, A. P., & Wihlborg, C. (2011). Deposit Insurance, Risk-Taking and Banking Crises: Is there a Risk-Minimizing Level of Deposit Insurance Coverage? SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1295452 DOI: https://doi.org/10.2139/ssrn.1295452

Armelius, H., Hull, I., & Stenbacka Köhler, H. (2017). The timing of uncertainty shocks in a small open economy. Economics Letters, 155, 31–34. https://doi.org/10.1016/j.econlet.2017.03.016 DOI: https://doi.org/10.1016/j.econlet.2017.03.016

Ashraf, B. N., Zheng, C., Jiang, C., & Qian, N. (2020). Capital regulation, deposit insurance and bank risk: International evidence from normal and crisis periods. Research in International Business and Finance, 52. https://doi.org/10.1016/j.ribaf.2020.101188 DOI: https://doi.org/10.1016/j.ribaf.2020.101188

Baker, S. R., & Bloom, N. (2013). Does Uncertainty Reduce Growth? Using Disasters as Natural Experiments. NBER Working Papers, 1–31. http://www.nber.org/papers/w19475 DOI: https://doi.org/10.3386/w19475

Baker, S. R., Bloom, N., & Davis, S. J. (2016). Measuring economic policy uncertainty. Quarterly Journal of Economics, 131(4), 1593–1636. https://doi.org/10.1093/qje/qjw024 DOI: https://doi.org/10.1093/qje/qjw024

Bekaert, G., Hoerova, M., & Lo Duca, M. (2013). Risk, uncertainty and monetary policy. Journal of Monetary Economics, 60(7), 771–788. https://doi.org/10.1016/j.jmoneco.2013.06.003 DOI: https://doi.org/10.1016/j.jmoneco.2013.06.003

Berger, A. N., & Bouwman, C. H. S. (2009). Bank liquidity creation. Review of Financial Studies, 22(9), 3779–3837. https://doi.org/10.1093/rfs/hhn104 DOI: https://doi.org/10.1093/rfs/hhn104

Berger, A. N., Guedhami, O., Kim, H. H., & Li, X. (2022). Economic policy uncertainty and bank liquidity hoarding. Journal of Financial Intermediation, 49. https://doi.org/10.1016/j.jfi.2020.100893 DOI: https://doi.org/10.1016/j.jfi.2020.100893

Bonfim, D., & Santos, J. A. C. (2023). The importance of deposit insurance credibility. Journal of Banking and Finance, 154. https://doi.org/10.1016/j.jbankfin.2023.106916 DOI: https://doi.org/10.1016/j.jbankfin.2023.106916

Bordo, M. D., Duca, J. V., & Koch, C. (2016). Economic policy uncertainty and the credit channel: Aggregate and bank level U.S. evidence over several decades. Journal of Financial Stability, 26, 90–106. https://doi.org/10.1016/j.jfs.2016.07.002 DOI: https://doi.org/10.1016/j.jfs.2016.07.002

Caglayan, M., & Xu, B. (2019). Economic Policy Uncertainty Effects on Credit and Stability of Financial Institutions. Bulletin of Economic Research, 71(3), 342–347. https://doi.org/10.1111/boer.12175 DOI: https://doi.org/10.1111/boer.12175

Chau, N. T. M., & Oanh, D. L. K. (2023). the Impact of Global Economic Policy Uncertainty on Bank Stability. Polish Journal of Management Studies, 27(1), 46–61. https://doi.org/10.17512/pjms.2023.27.1.03 DOI: https://doi.org/10.17512/pjms.2023.27.1.03

Che Johari, E. E., Chronopoulos, D. K., Scholtens, B., Sobiech, A. L., & Wilson, J. O. S. (2020). Deposit insurance and bank dividend policy. Journal of Financial Stability. https://doi.org/10.1016/j.jfs.2020.100745 DOI: https://doi.org/10.1016/j.jfs.2020.100745

Chi, Q., & Li, W. (2017). Economic policy uncertainty, credit risks and banks' lending decisions: Evidence from Chinese commercial banks. China Journal of Accounting Research. https://doi.org/10.1016/j.cjar.2016.12.001 DOI: https://doi.org/10.1016/j.cjar.2016.12.001

Chiang, T. C. (2021). Geopolitical risk, economic policy uncertainty and asset returns in Chinese financial markets. China Finance Review International, 11(4), 474–501. https://doi.org/10.1108/cfri-08-2020-0115 DOI: https://doi.org/10.1108/CFRI-08-2020-0115

Da, Z., Engelberg, J., & Gao, P. (2015). The sum of all FEARS investor sentiment and asset prices. Review of Financial Studies, 28(1), 1–32. https://doi.org/10.1093/rfs/hhu072 DOI: https://doi.org/10.1093/rfs/hhu072

Danisman, G. O., & Tarazi, A. (2023). Economic policy uncertainty and bank stability: Size, capital, and liquidity matter. The Quarterly Review of Economics and Finance, 93, 102–118. https://doi.org/10.1016/j.qref.2023.11.008 DOI: https://doi.org/10.1016/j.qref.2023.11.008

Dash, S. R., Mahakud, J., Debata, B., & Maitra, D. (2019). Economic policy uncertainty and stock market liquidity: evidence from G7 countries. International Review of Finance, 21(2), 611–626. https://doi.org/10.1111/irfi.12277 DOI: https://doi.org/10.1111/irfi.12277

Davis, S. J. (2016). An Index of Global Economic Policy Uncertainty. Nber Working Paper Series, 22740, 1–23. https://doi.org/10.3386/w22740 DOI: https://doi.org/10.3386/w22740

Demirgüç-Kunt, A., & Detragiache, E. (2002). Does deposit insurance increase banking system stability? An emperical investigation. Journal of Monetary Economics, 49(7), 1373–1406. https://doi.org/10.1016/S0304-3932(02)00171-X DOI: https://doi.org/10.1016/S0304-3932(02)00171-X

Demirgüç-Kunt, A., & Huizinga, H. (2004). Market discipline and deposit insurance. Statistics and Probability Letters. https://doi.org/10.1016/j.jmoneco.2003.04.001 DOI: https://doi.org/10.1016/j.jmoneco.2003.04.001

Deng, Y., & Li, S. (2024). Do global and local economic policy uncertainties matter for systemic risk in the international banking system. Finance Research Letters, 59, 104752. https://doi.org/10.1016/J.FRL.2023.104752 DOI: https://doi.org/10.1016/j.frl.2023.104752

Dias, R. (2021). Capital regulation and bank risk-taking – new global evidence. Accounting and Finance. https://doi.org/10.1111/acfi.12595 DOI: https://doi.org/10.1111/acfi.12595

Etudaiye-Muhtar, O. F., & Abdul-Baki, Z. (2021). Market structure, institutional quality and bank capital ratios: evidence from developing countries. European Journal of Management and Business Economics, 30(1), 92–107. https://doi.org/10.1108/EJMBE-09-2019-0158 DOI: https://doi.org/10.1108/EJMBE-09-2019-0158

Feng, X., Luo, W., & Wang, Y. (2021). Economic policy uncertainty and firm performance: evidence from China. Journal of the Asia Pacific Economy, 28(4), 1476–1493. https://doi.org/10.1080/13547860.2021.1962643 DOI: https://doi.org/10.1080/13547860.2021.1962643

Garcia, M. T. M., & Ye, A. J. (2023). Risk-taking by banks: evidence from European Union countries. China Finance Review International. https://doi.org/10.1108/CFRI-12-2022-0248 DOI: https://doi.org/10.1108/CFRI-12-2022-0248

Ghirelli, C., Pérez, J. J., & Urtasun, A. (2019). A new economic policy uncertainty index for Spain. Economics Letters, 182, 64–67. https://doi.org/10.1016/j.econlet.2019.05.021 DOI: https://doi.org/10.1016/j.econlet.2019.05.021

Ghosh, R., Bagchi, B., & Chatterjee, S. (2024). The effect of economic policy uncertainty index on the Indian economy in the wake of COVID-19 pandemic. Journal of Economic and Administrative Sciences, 40(3), 591–604. https://doi.org/10.1108/JEAS-08-2021-0172 DOI: https://doi.org/10.1108/JEAS-08-2021-0172

Gropp, R., & Vesala, J. (2004). Deposit insurance, moral hazard and market monitoring. Review of Finance. https://doi.org/10.1007/s10679-004-6280-0 DOI: https://doi.org/10.1007/s10679-004-6280-0

Gulen, H., & Ion, M. (2016). Policy uncertainty and corporate investment. Review of Financial Studies. https://doi.org/10.1093/rfs/hhv050 DOI: https://doi.org/10.1093/rfs/hhv050

Haque, F. (2019). Ownership, regulation and bank risk-taking: evidence from the Middle East and North Africa (MENA) region. Corporate Governance (Bingley). https://doi.org/10.1108/CG-07-2017-0135 DOI: https://doi.org/10.1108/CG-07-2017-0135

Hardouvelis, G. A., Karalas, G., Karanastasis, D., & Samartzis, P. (2018). Economic Policy Uncertainty, Political Uncertainty and the Greek Economic Crisis. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3155172 DOI: https://doi.org/10.2139/ssrn.3155172

Hassan, T. A., Hollander, S., Van Lent, L., & Tahoun, A. (2019). Firm-level political risk: Measurement and effects. Quarterly Journal of Economics, 134(4), 2135–2202. https://doi.org/10.1093/qje/qjz021 DOI: https://doi.org/10.1093/qje/qjz021

Hoque, M. E., & Zaidi, M. A. S. (2018). The impacts of global economic policy uncertainty on stock market returns in regime switching environment: evidence from sectoral perspectives. International Journal of Finance & Economics, 24(2), 991–1016. https://doi.org/10.1002/ijfe.1702 DOI: https://doi.org/10.1002/ijfe.1702

Hossain, I., & Alam, J. (2019). The Relationship between Liquidity and Profitability in Emerging Countries: Evidence from Bangladesh. Journal of Finance and Accounting, 7(1), 22–27. http://pubs.sciepub.com/jfa/7/1/4

Imbierowicz, B., Kragh, J., & Rangvid, J. (2018). Time-Varying Capital Requirements and Disclosure Rules: Effects on Capitalization and Lending Decisions. Journal of Money, Credit and Banking. https://doi.org/10.1111/jmcb.12506 DOI: https://doi.org/10.2139/ssrn.3234182

Ivashina, V., & Scharfstein, D. (2010). Bank lending during the financial crisis of 2008. Journal of Financial Economics, 97(3), 319–338. https://doi.org/10.1016/j.jfineco.2009.12.001 DOI: https://doi.org/10.1016/j.jfineco.2009.12.001

Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3(4), 305–360. https://doi.org/10.1016/0304-405X(76)90026-X DOI: https://doi.org/10.1016/0304-405X(76)90026-X

Jiang, L., Levine, R., & Lin, C. (2019). Competition and Bank Liquidity Creation. Journal of Financial and Quantitative Analysis, 54(2), 513–538. https://doi.org/10.1017/S0022109018000820 DOI: https://doi.org/10.1017/S0022109018000820

Julio, B., & Yook, Y. (2012). Political uncertainty and corporate investment cycles. Journal of Finance, 67(1), 45–83. https://doi.org/10.1111/j.1540-6261.2011.01707.x DOI: https://doi.org/10.1111/j.1540-6261.2011.01707.x

Jumreornvong, S., Chakreyavanich, C., Treepongkaruna, S., & Jiraporn, P. (2018). Capital Adequacy, Deposit Insurance, and the Effect of Their Interaction on Bank Risk. Journal of Risk and Financial Management. https://doi.org/10.3390/jrfm11040079 DOI: https://doi.org/10.3390/jrfm11040079

Jurado, K., Ludvigson, S. C., & Ng, S. (2015). Measuring uncertainty. In American Economic Review, 105, 1177–1216. https://doi.org/10.1257/aer.20131193 DOI: https://doi.org/10.1257/aer.20131193

Kandrac, J., & Schlusche, B. (2021). The effect of bank supervision and examination on risk taking: Evidence from a natural experiment. Review of Financial Studies. https://doi.org/10.1093/rfs/hhaa090 DOI: https://doi.org/10.1093/rfs/hhaa090

Kane, E. J. (2010). Redefining and containing systemic risk. Atlantic Economic Journal, 38(3), 251–264. https://doi.org/10.1007/s11293-010-9233-3 DOI: https://doi.org/10.1007/s11293-010-9233-3

Karas, A., Pyle, W., & Schoors, K. J. L. (2021). Deposit Insurance, Moral Hazard and Bank Risk. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3774675 DOI: https://doi.org/10.2139/ssrn.3774675

Keeley, M. C. (1990). Deposit Insurance, Risk, and Market Power in Banking. The American Economic Review, 80(5), 1183–1200. http://www.jstor.org/stable/2006769

Khan, M. S., Scheule, H. (Harry), & Wu, E. (2015). The Impact of Bank Liquidity on Bank Risk Taking: Do High Capital Buffers and Big Banks Help or Hinder? SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2481887 DOI: https://doi.org/10.2139/ssrn.2481887

Laeven, L., & Levine, R. (2009). Bank governance, regulation and risk taking. Journal of Financial Economics, 93(2), 259–275. https://doi.org/10.1016/j.jfineco.2008.09.003 DOI: https://doi.org/10.1016/j.jfineco.2008.09.003

Lind, J. T., & Mehlum, H. (2010). With or without u? the appropriate test for a U-shaped relationship. Oxford Bulletin of Economics and Statistics. https://doi.org/10.1111/j.1468-0084.2009.00569.x DOI: https://doi.org/10.1111/j.1468-0084.2009.00569.x

Lopez-Quiles, C., & Petricek, M. (2018). Deposit Insurance and Bank Risk Taking. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3158394 DOI: https://doi.org/10.2139/ssrn.3158394

Lu, Y., & Wang, Y. (2023). Bank liquidity hoarding and bank systemic risk: The moderating effect of economic policy uncertainty. Pacific Basin Finance Journal, 82. https://doi.org/10.1016/j.pacfin.2023.102189 DOI: https://doi.org/10.1016/j.pacfin.2023.102189

Manela, A., & Moreira, A. (2017). News implied volatility and disaster concerns. Journal of Financial Economics, 123(1), 137–162. https://doi.org/10.1016/j.jfineco.2016.01.032 DOI: https://doi.org/10.1016/j.jfineco.2016.01.032

Merton, R. C. (1977). An analytic derivation of the cost of deposit insurance and loan guarantees An application of modern option pricing theory. Journal of Banking and Finance, 1(1), 3–11. https://doi.org/10.1016/0378-4266(77)90015-2 DOI: https://doi.org/10.1016/0378-4266(77)90015-2

Moudud-Ul-Huq, S., & Akter, R. (2024). Impacts of economic policy uncertainty (EPU) and institutional quality (IQ) on bank risk-taking behavior. Kybernetes, 53(3), 1148–1167. https://doi.org/10.1108/K-07-2022-1004 DOI: https://doi.org/10.1108/K-07-2022-1004

Moudud-Ul-Huq, S., & Rahman, M. (2023). Quadratic effect of bank size on capital regulation and risk-taking behavior: Evidence from the Central Europe. International Journal of Financial Engineering, 10(03). https://doi.org/10.1142/s2424786323500196 DOI: https://doi.org/10.1142/S2424786323500196

Nguyen, C. P., Le, T. H., & Su, T. D. (2020). Economic policy uncertainty and credit growth: Evidence from a global sample. Research in International Business and Finance, 51. https://doi.org/10.1016/j.ribaf.2019.101118 DOI: https://doi.org/10.1016/j.ribaf.2019.101118

Nguyen, L., Tran, S., & Ho, T. (2021). Fintech credit, bank regulations and bank performance: a cross-country analysis. Asia-Pacific Journal of Business Administration. https://doi.org/10.1108/APJBA-05-2021-0196 DOI: https://doi.org/10.1108/APJBA-05-2021-0196

Nguyen, T. C., Hong Nguyen, T. V., Schinckus, C., & Chu, T. T. (2024). Navigating bank risk-taking under excess liquidity: the moderating role of economic policy uncertainty and lessons from the Global Financial Crisis. Cogent Economics & Finance, 12(1), 2422958. https://doi.org/10.1080/23322039.2024.2422958 DOI: https://doi.org/10.1080/23322039.2024.2422958

Niu, J. (2024). Liquidity hoarding and bank profitability: The role of economic policy uncertainty. Finance Research Letters, 68, 106003. https://doi.org/10.1016/j.frl.2024.106003 DOI: https://doi.org/10.1016/j.frl.2024.106003

Olalere, O. E., & Mukuddem-Petersen, J. (2023). Geopolitical risk, economic policy uncertainty, and bank stability in BRICS countries. Cogent Economics and Finance. https://doi.org/10.1080/23322039.2023.2290368 DOI: https://doi.org/10.1080/23322039.2023.2290368

Ozili, P. K. (2021). Economic Policy Uncertainty in Banking. Handbook of Research on Financial Management During Economic Downturn and Recovery. https://doi.org/10.4018/978-1-7998-6643-5.ch015 DOI: https://doi.org/10.4018/978-1-7998-6643-5.ch015

Ozili, P. K. (2022). Economic policy uncertainty, bank nonperforming loans and loan loss provisions: are they correlated? Asian Journal of Economics and Banking. https://doi.org/10.1108/ajeb-10-2021-0119 DOI: https://doi.org/10.1108/AJEB-10-2021-0119

Ozili, P. K., & Arun, T. G. (2023). Does economic policy uncertainty affect bank profitability? International Journal of Managerial Finance, 19(4), 803–830. https://doi.org/10.1108/IJMF-04-2022-0177 DOI: https://doi.org/10.1108/IJMF-04-2022-0177

Özşuca, E. A., & Akbostanci, E. (2016). An Empirical Analysis of the Risk-Taking Channel of Monetary Policy in Turkey. Emerging Markets Finance and Trade. https://doi.org/10.1080/1540496X.2015.1047300 DOI: https://doi.org/10.1080/1540496X.2015.1047300

Peia, O. (2017). Experimental Evidence on Bank Runs Under Partial Deposit Insurance. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2955171 DOI: https://doi.org/10.2139/ssrn.2955171

Rahman, M. M., Zheng, C., & Ashraf, B. N. (2015). Bank Size, Risk-taking and Capital Regulation in Bangladesh. Eurasian Journal of Business and Economics, 8(15), 95–114. https://doi.org/10.17015/ejbe.2015.015.05 DOI: https://doi.org/10.17015/ejbe.2015.015.05

Roodman, D. (2009). How to do xtabond2: An introduction to difference and system GMM in Stata. Stata Journal. https://doi.org/10.1177/1536867x0900900106 DOI: https://doi.org/10.1177/1536867X0900900106

Scotti, C. (2016). Surprise and uncertainty indexes: Real-time aggregation of real-activity macro-surprises. Journal of Monetary Economics, 82, 1–19. https://doi.org/10.1016/j.jmoneco.2016.06.002 DOI: https://doi.org/10.1016/j.jmoneco.2016.06.002

Shabir, M., Jiang, P., Bakhsh, S., & Zhao, Z. (2021). Economic policy uncertainty and bank stability: Threshold effect of institutional quality and competition. Pacific Basin Finance Journal, 68. https://doi.org/10.1016/j.pacfin.2021.101610 DOI: https://doi.org/10.1016/j.pacfin.2021.101610

Silva, E. C., & da Silva, M. M. (2022). Research contributions and challenges in DLT-based cryptocurrency regulation: a systematic mapping study. Journal of Banking and Financial Technology, 6(1), 63–82. https://doi.org/10.1007/s42786-021-00037-2 DOI: https://doi.org/10.1007/s42786-021-00037-2

Syed, A. A. (2024). Economic policy uncertainty and Indian banking stability: the mediating role of regulation and supervision. Journal of Financial Regulation and Compliance, 32(1), 47–60. https://doi.org/10.1108/JFRC-03-2023-0038 DOI: https://doi.org/10.1108/JFRC-03-2023-0038

Tran, D. V., Hassan, M. K., Alam, A. W., & Dau, N. (2022). Banks' financial soundness during the COVID-19 pandemic. Journal of Economics and Finance. https://doi.org/10.1007/s12197-022-09591-x DOI: https://doi.org/10.1007/s12197-022-09591-x

Wang, C., & Duan, R. (2025). Impact of Economic Policy Uncertainty on Bank Loan Restructuring: Empirical Evidence from Industry-Level Loan Distribution in China. SAGE Open, 15(1), 21582440241310310. https://doi.org/10.1177/21582440241310313 DOI: https://doi.org/10.1177/21582440241310313

Wu, J., Yan, Y., Chen, M., & Jeon, B. N. (2022). Monetary policy, economic uncertainty and bank risk: Cross-country evidence. Journal of International Money and Finance, 122. https://doi.org/10.1016/j.jimonfin.2021.102580 DOI: https://doi.org/10.1016/j.jimonfin.2021.102580

Xu, S., Adow, A. H., & Qamruzzaman, M. (2021). Is Financial Innovation Bestowed or a Curse for Economic Sustainably: The Mediating Role of Economic Policy Uncertainty. Sustainability, 13(4), 2391. https://doi.org/10.3390/su13042391 DOI: https://doi.org/10.3390/su13042391

Yu, H., Lv, W., Liu, H., & Wang, J. (2022). Economic Policy Uncertainty and Corporate Bank Credits: Evidence from China. Emerging Markets Finance and Trade, 58(11), 3023–3033. https://doi.org/10.1080/1540496x.2021.2021179 DOI: https://doi.org/10.1080/1540496X.2021.2021179

Yuan, C., & Sun, P. (2023). Economic Policy Uncertainty and Financial Innovation: Evidence from Commercial Bank in China. Advances in Economics, Management and Political Sciences, 2(1), 36–48. https://doi.org/10.54254/aemps.2023018 DOI: https://doi.org/10.54254/aemps.2023018

Zhang, B. (2018). Economic Policy uncertainty and Investor Sentiment: linear and nonlinear causality analysis. Applied Economics Letters, 26(15), 1264–1268. https://doi.org/10.1080/13504851.2018.1545073 DOI: https://doi.org/10.1080/13504851.2018.1545073