CREDIT RISK AMID BANKING UNCERTAINTY IN VIETNAM
Abstract
Using a new measure of micro uncertainty based on the cross-sectional dispersion of bank-level shocks, we analyze the impact of banking uncertainty on credit risk in Vietnam during the period 2007–2019. We document that a higher level of banking uncertainty may increase credit risk, and this unfavorable impact is mitigated at larger, better capitalized, and more liquid banks. As compared to private-owned banks, stateowned banks experience higher credit risk during periods of uncertainty. Further analysis supports the “search for yield” hypothesis and helps to better understand why credit risk increases amid uncertainty.
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Aaberge, R., Liu, K., & Zhu, Y. (2017). Political Uncertainty and Household Savings. Journal of Comparative Economics, 45, 154–170. https://doi.org/10.1016/j.jce.2015.12.011
Ahir, H., Bloom, N., & Furceri, D. (2018). The World Uncertainty Index. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3275033
Altunbas, Y., Gambacorta, L., & Marques-Ibanez, D. (2012). Do Bank Characteristics Influence the Effect of Monetary Policy on Bank Risk? Economics Letters, 117, 220–222. https://doi.org/10.1016/j.econlet.2012.04.106
Arellano, M., & Bover, O. (1995). Another Look at the Instrumental Variable Estimation of Error-components Models. Journal of Econometrics, 68, 29–51. https://doi.org/10.1016/0304-4076(94)01642-D
Baker, S. R., Bloom, N., & Davis, S. J. (2016). Measuring Economic Policy Uncertainty. Quarterly Journal of Economics, 131, 1593–1636. https://doi.org/10.1093/qje/qjw024
Batten, J. A., & Vo, X. V. (2019). Determinants of Bank Profitability—Evidence from Vietnam. Emerging Markets Finance and Trade, 55, 1417–1428. https://doi.org/10.1080/1540496X.2018.1524326
Baum, C. F., & Wan, C. (2010). Macroeconomic Uncertainty and Credit Default Swap Spreads. Applied Financial Economics, 20, 1163–1171. https://doi.org/10.1080/09603101003781455
Berle, A. A., & Means, G. C. (1932). The Modern Corporation and Private Property. In New York: MacMillan.
Bilgin, M. H., Danisman, G. O., Demir, E., & Tarazi, A. (2021). Bank Credit in Uncertain Times: Islamic vs. Conventional Banks. Finance Research Letters, 39. https://doi.org/10.1016/j.frl.2020.101563
Bloom, N. (2009). The Impact of Uncertainty Shocks. Econometrica, 77, 623–685. https://doi.org/10.3982/ecta6248
Bloom, N. (2014). Fluctuations in Uncertainty. Journal of Economic Perspectives, 28, 153–176. https://doi.org/10.1257/jep.28.2.153
Bloom, N., Floetotto, M., Jaimovich, N., Saporta-Eksten, I., & Terry, S. J. (2018). Really Uncertain Business Cycles. Econometrica, 86, 1031–1065. https://doi.org/10.3982/ecta10927
Blundell, R., & Bond, S. (1998). Initial Conditions and Moment Restrictions in Dynamic Panel Data Models. Journal of Econometrics, 87, 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8
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 Buch, C. M., Buchholz, M., & Tonzer, L. (2015). Uncertainty, Bank Lending, and Bank-level Heterogeneity. IMF Economic Review, 63, 919–954. https://doi.org/10.1057/imfer.2015.35
Chen, M., Wu, J., Jeon, B. N., & Wang, R. (2017). Monetary Policy and Bank Risktaking: Evidence from Emerging Economies. Emerging Markets Review, 31, 116–140. https://doi.org/10.1016/j.ememar.2017.04.001
Chi, Q., & Li, W. (2017). Economic Policy Uncertainty, Credit Risks and Banks’ Lending Decisions: Evidence from Chinese Commercial Banks. China Journal of Accounting Research, 10, 33–50. https://doi.org/10.1016/j.cjar.2016.12.001
Colombo, V. (2013). Economic Policy Uncertainty in the US: Does It Matter for the Euro Area? Economics Letters, 121, 39–42. https://doi.org/10.1016/j.econlet.2013.06.024
Dang, V. D., & Dang, V. C. (2020). The Conditioning Role of Performance on the Bank Risk-taking Channel of Monetary Policy: Evidence from a Multiple-tool Regime. Research in International Business and Finance, 54.
https://doi.org/10.1016/j.ribaf.2020.101301
Danisman, G. O., Demir, E., & Ozili, P. (2021). Loan Loss Provisioning of US Banks: Economic Policy Uncertainty and Discretionary Behavior. International Review of Economics and Finance, 71, 923–935. https://doi.org/10.1016/j.iref.2020.10.016
Danisman, G. O., Ersan, O., & Demir, E. (2020). Economic Policy Uncertainty and Bank Credit Growth: Evidence from European Banks. Journal of Multinational Financial Management, 57–58. https://doi.org/10.1016/j.mulfin.2020.100653
Delis, M. D., & Kouretas, G. P. (2011). Interest Rates and Bank Risk-taking. Journal of Banking and Finance, 35, 840–855. https://doi.org/10.1016/j.jbankfin.2010.09.032
Dell’Ariccia, G., Laeven, L., & Marquez, R. (2014). Real Interest Rates, Leverage, and Bank Risk-taking. Journal of Economic Theory, 149, 65–99. https://doi.org/10.1016/j.jet.2013.06.002
Drobetz, W., El Ghoul, S., Guedhami, O., & Janzen, M. (2018). Policy Uncertainty, Investment, and the Cost of Capital. Journal of Financial Stability, 39, 28–45. https://doi.org/10.1016/j.jfs.2018.08.005
Freixas, X., Lóránth, G., & Morrison, A. D. (2007). Regulating Financial Conglomerates. Journal of Financial Intermediation, 16, 479–514. https://doi.org/10.1016/j.jfi.2007.03.004
Giavazzi, F., & McMahon, M. (2012). Policy Uncertainty and Household Savings. Review of Economics and Statistics, 94, 517–531. https://doi.org/10.1162/REST_a_00158
Gulen, H., & Ion, M. (2016). Policy Uncertainty and Corporate Investment. Review of Financial Studies, 29, 523–564. https://doi.org/10.1093/rfs/hhv050
Hoechle, D. (2007). Robust Standard Errors for Panel Regressions with Cross-Sectional Dependence. Stata Journal, 7, 281–312. https://doi.org/10.1177/1536867x0700700301
Hu, S., & Gong, D. (2019). Economic Policy Uncertainty, Prudential Regulation and Bank Lending. Finance Research Letters, 29, 373–378. https://doi.org/10.1016/j.frl.2018.09.004
Hughes, J. P., & Mester, L. J. (1998). Bank Capitalization and Cost: Evidence of Scale Economies in Risk Management and Signaling. Review of Economics and Statistics, 80, 314–325. https://doi.org/10.1162/003465398557401
Huynh, J., & Dang, V. D. (2021). Loan Portfolio Diversification and Bank Returns: Do Business Models and Market Power Matter? Cogent Economics and Finance, 9. https://doi.org/10.1080/23322039.2021.1891709
Iannotta, G., Nocera, G., & Sironi, A. (2013). The Impact of Government Ownership on Bank Risk. Journal of Financial Intermediation, 22, 152–176. https://doi.org/10.1016/j.jfi.2012.11.002
Kamani, E. F. (2019). The Effect of Non-traditional Banking Activities on Systemic Risk: Does Bank Size Matter? Finance Research Letters, 30, 297–305. https://doi.org/10.1016/j.frl.2018.10.013
Karadima, M., & Louri, H. (2021). Economic Policy Uncertainty and Nonperforming Loans: The Moderating Role of Bank Concentration. Finance Research Letters, 38. https://doi.org/10.1016/j.frl.2020.101458
Lee, C. C., Lee, C. C., Zeng, J. H., & Hsu, Y. L. (2017). Peer Bank Behavior, Economic Policy Uncertainty, and Leverage Decision of Financial Institutions. Journal of Financial Stability, 30, 79–91. https://doi.org/10.1016/j.jfs.2017.04.004
McDonald, R., & Siegel, D. (1986). The Value of Waiting to Invest. Quarterly Journal of Economics, 101, 707–727. https://doi.org/10.2307/1884175
Ng, J., Saffar, W., & Zhang, J. J. (2020). Policy Uncertainty and Loan Loss Provisions in the Banking Industry. Review of Accounting Studies, 25, 726–777. https://doi.org/10.1007/s11142-019-09530-y
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
Phan, D. H. B., Iyke, B. N., Sharma, S. S., & Affandi, Y. (2021). Economic Policy Uncertainty and Financial Stability–is there a Relation?. Economic Modelling, 94, 1018-1029. https://doi.org/10.1016/j.econmod.2020.02.042
Phan, D. H. B., Tran, V. T., & Iyke, B. N. (2022). Geopolitical Risk and Bank Stability. Finance Research Letters, 46, 102453. https://doi.org/10.1016/j.frl.2021.102453
Pindyck, R. S. (1988). Irreversible Investment, Capacity Choice, and the Value of the Firm. The American Economic Review, 78, 969–985. https://doi.org/10.3386/w1980
Roodman, D. (2009). How to Do Xtabond2: An Introduction to Difference and System GMM in Stata. Stata Journal, 9, 86–136. https://doi.org/10.1177/1536867x0900900106
Tang, D. Y., & Yan, H. (2010). Market Conditions, Default Risk and Credit Spreads. Journal of Banking and Finance, 34, 743–753. https://doi.org/10.1016/j.jbankfin.2009.05.018
Valencia, F. (2017). Aggregate Uncertainty and the Supply of Credit. Journal of Banking and Finance, 81, 150–165. https://doi.org/10.1016/j.jbankfin.2017.05.001
Vo, X. V. (2018). Bank Lending Behavior in Emerging Markets. Finance Research Letters, 27, 129–134. https://doi.org/10.1016/j.frl.2018.02.011
Wang, Y., Chen, C. R., & Huang, Y. S. (2014). Economic Policy Uncertainty and Corporate Investment: Evidence from China. Pacific Basin Finance Journal, 26, 227–243. https://doi.org/10.1016/j.pacfin.2013.12.008
Windmeijer, F. (2005). A Finite Sample Correction for the Variance of Linear Efficient Two-step GMM Estimators. Journal of Econometrics, 126, 25–51. https://doi.org/10.1016/j.jeconom.2004.02.005
Wu, J., Li, H., Zheng, D., & Liu, X. (2021). Economic Uncertainty or Financial Uncertainty? An Empirical Analysis of Bank Risk-taking in Asian Emerging Markets. Finance Research Letters, 39. https://doi.org/10.1016/j.frl.2020.101542
Wu, J., Yao, Y., Chen, M., & Jeon, B. N. (2020). Economic Uncertainty and Bank Risk: Evidence from Emerging Economies. Journal of International Financial Markets, Institutions and Money, 68. https://doi.org/10.1016/j.intfin.2020.101242
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Buletin Ekonomi Moneter dan Perbankan / Bulletin of Monetary Economics and Banking is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.