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Regulatory Stress Tests and Bank Responses: Heterogeneous Treatment Effect in Dynamic Settings

Author

Listed:
  • Karel Janda

    (Prague University of Economics and Business and Institute of Economic Studies, Faculty of Social Sciences, Charles University)

  • Oleg Kravtsov

    (Prague University of Economics and Business)

Abstract

We investigate how the regulatory stress-test framework in the European Union affects banks' investment decisions and portfolio choices. Using the causal inference and event-study methods, we document a substantial impact of EU-wide stress tests in 2011, 2014, and 2016 on the banks' portfolio strategies. The banks subject to regulatory stress tests tend to structure their portfolios with lower-risk assets, which is reflected in a decline in risk-weighted assets. At the same time, the dynamic of realized risk that is measured by the proportion of non-performing exposure in portfolios remains unaffected. The magnitude of such effect rises with the increase in the size of the banks' assets.

Suggested Citation

  • Karel Janda & Oleg Kravtsov, 2022. "Regulatory Stress Tests and Bank Responses: Heterogeneous Treatment Effect in Dynamic Settings," International Journal of Central Banking, International Journal of Central Banking, vol. 18(2), pages 1-49, June.
    • Handle: RePEc:ijc:ijcjou:y:2022:q:2:a:1
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    References listed on IDEAS

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    1. Reint Gropp & Thomas Mosk & Steven Ongena & Carlo Wix, 2019. "Banks Response to Higher Capital Requirements: Evidence from a Quasi-Natural Experiment," Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 266-299.
    2. Acharya, Viral & Engle, Robert & Pierret, Diane, 2014. "Testing macroprudential stress tests: The risk of regulatory risk weights," Journal of Monetary Economics, Elsevier, vol. 65(C), pages 36-53.
    3. Boubacar Camara & Laetitia Lepetit & Amine Tarazi, 2013. "Ex ante capital position, changes in the different components of regulatory capital and bank risk," Applied Economics, Taylor & Francis Journals, vol. 45(34), pages 4831-4856, December.
    4. Besanko, David & Kanatas, George, 1996. "The Regulation of Bank Capital: Do Capital Standards Promote Bank Safety?," Journal of Financial Intermediation, Elsevier, vol. 5(2), pages 160-183, April.
    5. Guojun He & Shaoda Wang, 2017. "Do College Graduates Serving as Village Officials Help Rural China?," American Economic Journal: Applied Economics, American Economic Association, vol. 9(4), pages 186-215, October.
    6. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    7. Frederick T. Furlong & Michael C. Keeley, 1991. "Capital regulation and bank risk-taking: a note (reprinted from Journal of Banking and Finance)," Economic Review, Federal Reserve Bank of San Francisco, issue Sum, pages 34-39.
    8. Adam Gersl & Petr Jakubik & Tomas Konecny & Jakub Seidler, 2013. "Dynamic Stress Testing: The Framework for Assessing the Resilience of the Banking Sector Used by the Czech National Bank," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 63(6), pages 505-536, December.
    9. Karel Janda & Oleg Kravtsov, 2018. "Basel III Leverage and Capital Ratio over the Economic Cycle in the Czech Republic and its Comparison with the CEE Region," European Financial and Accounting Journal, Prague University of Economics and Business, vol. 2018(4), pages 5-23.
    10. Aggarwal, Raj & Jacques, Kevin T., 2001. "The impact of FDICIA and prompt corrective action on bank capital and risk: Estimates using a simultaneous equations model," Journal of Banking & Finance, Elsevier, vol. 25(6), pages 1139-1160, June.
    11. Petrella, Giovanni & Resti, Andrea, 2013. "Supervisors as information producers: Do stress tests reduce bank opaqueness?," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5406-5420.
    12. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    13. Budnik, Katarzyna & Balatti, Mirco & Dimitrov, Ivan & Groß, Johannes & Hansen, Ib & Kleemann, Michael & Sanna, Francesco & Sarychev, Andrei & Siņenko, Nadežda & Volk, Matjaz & Covi, Giovanni & di Iasi, 2019. "Macroprudential stress test of the euro area banking system," Occasional Paper Series 226, European Central Bank.
    14. Falk Bräuning & José Fillat, 2020. "The Impact of Regulatory Stress Tests on Bank Lending and Its Macroeconomic Consequences," Working Papers 20-12, Federal Reserve Bank of Boston.
    15. Volker Stein & Arnd Wiedemann, 2018. "Risk Governance: Basic Rationale and Tentative Findings from the German Banking Sector," CSR, Sustainability, Ethics & Governance, in: Samuel O. Idowu & Catalina Sitnikov & Dalia Simion & Claudiu George Bocean (ed.), Current Issues in Corporate Social Responsibility, pages 97-110, Springer.
    16. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    17. Lukas Ahnert & Pascal Vogt & Volker Vonhoff & Florian Weigert, 2018. "The Impact of Regulatory Stress Testing on Bank's Equity and CDS Performance," Working Papers on Finance 1814, University of St. Gallen, School of Finance.
    18. Bertrand Candelon & Mr. Amadou N Sy, 2015. "How Did Markets React to Stress Tests?," IMF Working Papers 2015/075, International Monetary Fund.
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    Cited by:

    1. Homma, Yasutake & Suzuki, Katsushi, 2023. "TLAC bonds and bank risk-taking," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 87(C).

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    More about this item

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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