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Estimating Probability of Default for Systemically Important Financial Institutions during Covid-19 Pandemic. Evidence from Europe and USA

Author

Listed:
  • George ANTON

    (Corresponding author: Department of Economics and Economic Policies, Faculty of Theoretical and Applied Economics, Bucharest University of Economic Studies, Bucharest, Romania.)

  • Cosmin-Octavian CEPOI

    (Victor Slăvescu Center for Financial and Monetary Research, Romanian Academy, Bucharest.)

  • Cătălin-Emilian HUIDUMAC-PETRESCU

    (Department of Economics and Economic Policies, Faculty of Theoretical and Applied Economics, Bucharest University of Economic Studies, Bucharest, Romania.)

Abstract

In this paper, we estimate the probability of default for 30 systemically important financial institutions from Europe and USA over seventeen years, from 2004 to 2020. The results indicate that the default risk has increased during the COVID-19 pandemic, but is significantly lower as compared to the period preceding the financial crisis of 2008. Moreover, the American banks appear to absorb the shock caused by COVID-19 much more smoothly as compared to their European peers.

Suggested Citation

  • George ANTON & Cosmin-Octavian CEPOI & Cătălin-Emilian HUIDUMAC-PETRESCU, 2022. "Estimating Probability of Default for Systemically Important Financial Institutions during Covid-19 Pandemic. Evidence from Europe and USA," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 44-53, April.
  • Handle: RePEc:rjr:romjef:v::y:2022:i:2:p:44-53
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    References listed on IDEAS

    as
    1. Iqbal, Najaf & Fareed, Zeeshan & Wan, Guangcai & Shahzad, Farrukh, 2021. "Asymmetric nexus between COVID-19 outbreak in the world and cryptocurrency market," International Review of Financial Analysis, Elsevier, vol. 73(C).
    2. Hajime Inaoka & Takuto Ninomiya & Ken Taniguchi & Tokiko Shimizu & Hideki Takayasu, 2004. "Fractal Network derived from banking transaction -- An analysis of network structures formed by financial institutions --," Bank of Japan Working Paper Series 04-E-4, Bank of Japan.
    3. Drago, Danilo & Tommaso, Caterina Di & Thornton, John, 2017. "What determines bank CDS spreads? Evidence from European and US banks," Finance Research Letters, Elsevier, vol. 22(C), pages 140-145.
    4. Lepetit, Laetitia & Strobel, Frank, 2015. "Bank insolvency risk and Z-score measures: A refinement," Finance Research Letters, Elsevier, vol. 13(C), pages 214-224.
    5. Soramäki, Kimmo & Bech, Morten L. & Arnold, Jeffrey & Glass, Robert J. & Beyeler, Walter E., 2007. "The topology of interbank payment flows," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 379(1), pages 317-333.
    6. Mensi, Walid & Sensoy, Ahmet & Vo, Xuan Vinh & Kang, Sang Hoon, 2020. "Impact of COVID-19 outbreak on asymmetric multifractality of gold and oil prices," Resources Policy, Elsevier, vol. 69(C).
    7. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    8. Fiordelisi, Franco & Marques-Ibanez, David & Molyneux, Phil, 2011. "Efficiency and risk in European banking," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1315-1326, May.
    9. Zhang, Dayong & Hu, Min & Ji, Qiang, 2020. "Financial markets under the global pandemic of COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    10. Baselga-Pascual, Laura & Trujillo-Ponce, Antonio & Cardone-Riportella, Clara, 2015. "Factors influencing bank risk in Europe: Evidence from the financial crisis," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 138-166.
    11. Ari, Anil & Chen, Sophia & Ratnovski, Lev, 2021. "The dynamics of non-performing loans during banking crises: A new database with post-COVID-19 implications," Journal of Banking & Finance, Elsevier, vol. 133(C).
    12. Conlon, Thomas & McGee, Richard, 2020. "Safe haven or risky hazard? Bitcoin during the Covid-19 bear market," Finance Research Letters, Elsevier, vol. 35(C).
    13. Donker, Han & Ng, Alex & Shao, Pei, 2020. "Borrower distress and the efficiency of relationship banking," Journal of Banking & Finance, Elsevier, vol. 112(C).
    14. Goodell, John W. & Goutte, Stephane, 2021. "Co-movement of COVID-19 and Bitcoin: Evidence from wavelet coherence analysis," Finance Research Letters, Elsevier, vol. 38(C).
    15. Matteo Foglia, 2022. "Non-Performing Loans and Macroeconomics Factors: The Italian Case," Risks, MDPI, vol. 10(1), pages 1-13, January.
    16. Riccardo Lisa & Stefano Zedda & Francesco Vallascas & Francesca Campolongo & Massimo Marchesi, 2011. "Modelling Deposit Insurance Scheme Losses in a Basel 2 Framework," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(3), pages 123-141, December.
    17. Manthos D. Delis & Panagiotis K. Staikouras, 2011. "Supervisory Effectiveness and Bank Risk," Review of Finance, European Finance Association, vol. 15(3), pages 511-543.
    18. Corbet, Shaen & Larkin, Charles & Lucey, Brian, 2020. "The contagion effects of the COVID-19 pandemic: Evidence from gold and cryptocurrencies," Finance Research Letters, Elsevier, vol. 35(C).
    19. Park, Cyn-Young & Shin, Kwanho, 2021. "COVID-19, nonperforming loans, and cross-border bank lending," Journal of Banking & Finance, Elsevier, vol. 133(C).
    20. Viral V Acharya & Sascha Steffen, 2020. "The Risk of Being a Fallen Angel and the Corporate Dash for Cash in the Midst of COVID," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 430-471.
    21. Sharif, Arshian & Aloui, Chaker & Yarovaya, Larisa, 2020. "COVID-19 pandemic, oil prices, stock market, geopolitical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wavelet-based approach," International Review of Financial Analysis, Elsevier, vol. 70(C).
    22. Maria Vassalou & Yuhang Xing, 2004. "Default Risk in Equity Returns," Journal of Finance, American Finance Association, vol. 59(2), pages 831-868, April.
    23. Amila Žunić & Kemal Kozarić & Emina Žunić Dželihodžić, 2021. "Non-Performing Loan Determinants and Impact of COVID-19: Case of Bosnia and Herzegovina," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 10(3), pages 5-22.
    24. Furfine, Craig H, 2003. "Interbank Exposures: Quantifying the Risk of Contagion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(1), pages 111-128, February.
    25. Câmara, António & Popova, Ivilina & Simkins, Betty, 2012. "A comparative study of the probability of default for global financial firms," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 717-732.
    26. Demirgüç-Kunt, Asli & Pedraza, Alvaro & Ruiz-Ortega, Claudia, 2021. "Banking sector performance during the COVID-19 crisis," Journal of Banking & Finance, Elsevier, vol. 133(C).
    27. Fiordelisi, Franco & Marqués-Ibañez, David, 2013. "Is bank default risk systematic?," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 2000-2010.
    28. Michael Boss & Helmut Elsinger & Martin Summer & Stefan Thurner, 2004. "Network topology of the interbank market," Quantitative Finance, Taylor & Francis Journals, vol. 4(6), pages 677-684.
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    More about this item

    Keywords

    KMV model; COVID-19 pandemic; systemic risk;
    All these keywords.

    JEL classification:

    • C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling
    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • H1 - Public Economics - - Structure and Scope of Government
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development

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