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COVID-19, Corporate Non-performing Loans, and Corporate Lending Dynamics: Evidence from Russian Regions

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  • Polina Popova

    (National Research University Higher School of Economics)

Abstract

The COVID-19 pandemic had an extremely negative impact on the corporate sector across many economies. This study examines the relationship between the spread of the COVID-19 virus and the quality of corporate loan portfolios and the volume of corporate loans in Russian regions. Using cross-regional variation in the number of COVID-19 cases in Russia from April 2020 to February 2022, we document lower corporate loan portfolio quality among banks operating in regions with higher COVID-19 rates, as well as an inverse relationship between corporate non-performing loans and the volume of corporate loans issued by Russian banks. We conclude that Russian banks adjusted their credit policy, observing a decrease in the quality of corporate loan portfolios. We also quantitatively analyze specific business support measures introduced in Russian regions during the COVID-19 crisis

Suggested Citation

  • Polina Popova, 2024. "COVID-19, Corporate Non-performing Loans, and Corporate Lending Dynamics: Evidence from Russian Regions," HSE Working papers WP BRP 93/FE/2024, National Research University Higher School of Economics.
  • Handle: RePEc:hig:wpaper:93/fe/2024
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    References listed on IDEAS

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    1. World Bank, 2020. "Russia Economic Report, No. 44, December 2020," World Bank Publications - Reports 34950, The World Bank Group.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. Acharya, Viral & Almeida, Heitor & Ippolito, Filippo & Orive, Ander Perez, 2020. "Bank lines of credit as contingent liquidity: Covenant violations and their implications," Journal of Financial Intermediation, Elsevier, vol. 44(C).
    4. Roland Beck & Petr Jakubik & Anamaria Piloiu, 2015. "Key Determinants of Non-performing Loans: New Evidence from a Global Sample," Open Economies Review, Springer, vol. 26(3), pages 525-550, July.
    5. Gao, Haoyu & Li, Jinxuan & Wen, Huiyu, 2023. "Bank funding costs during the COVID-19 pandemic: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    6. Martin S Eichenbaum & Sergio Rebelo & Mathias Trabandt, 2021. "The Macroeconomics of Epidemics [Economic activity and the spread of viral diseases: Evidence from high frequency data]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5149-5187.
    7. Lei Li & Philip E. Strahan & Song Zhang, 2020. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," NBER Working Papers 27256, National Bureau of Economic Research, Inc.
    8. Arellano, Manuel, 2002. "Sargan's Instrumental Variables Estimation and the Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 450-459, October.
    9. Serpil Kılıç Depren & Mustafa Tevfik Kartal, 2021. "Prediction on the volume of non‐performing loans in Turkey using multivariate adaptive regression splines approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 6395-6405, October.
    10. Aizenman, Joshua & Jinjarak, Yothin & Spiegel, Mark M., 2023. "Fiscal capacity and commercial bank lending under COVID-19," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    11. Peter Cincinelli & Domenico Piatti, 2021. "How inefficient is an inefficient credit process? An analysis of the Italian banking system," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 22(3/4), pages 209-239, July.
    12. 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).
    13. Feyen, Erik & Alonso Gispert, Tatiana & Kliatskova, Tatsiana & Mare, Davide S., 2021. "Financial Sector Policy Response to COVID-19 in Emerging Markets and Developing Economies," Journal of Banking & Finance, Elsevier, vol. 133(C).
    14. Kryzanowski, Lawrence & Liu, Jinjing & Zhang, Jie, 2023. "Effect of COVID-19 on non-performing loans in China," Finance Research Letters, Elsevier, vol. 52(C).
    15. Odunayo Magret Olarewaju, 2020. "Investigating the factors affecting nonperforming loans in commercial banks: The case of African lower middle‐income countries," African Development Review, African Development Bank, vol. 32(4), pages 744-757, December.
    16. Lei Li & Philip E Strahan & Song Zhang, 2020. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 472-500.
    17. World Bank, 2020. "Russia Economic Report, No. 43, July 2020," World Bank Publications - Reports 34219, The World Bank Group.
    18. Anani, Makafui & Owusu, Felix, 2023. "Regulatory capital and bank risk-resilience amid the Covid-19 pandemic: How are the Basel reforms faring?," Finance Research Letters, Elsevier, vol. 52(C).
    19. Özlem Dursun-de Neef, H. & Schandlbauer, Alexander, 2021. "COVID-19 and lending responses of European banks," 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," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 430-471.
    21. S. Zemtsov & V. Barinova & R. Semenova & A. Mikhailov, 2022. "Entrepreneurship Policy and SME Development during Pandemic Crisis in Russia," Regional Research of Russia, Springer, vol. 12(3), pages 321-334, September.
    22. Norden, Lars & Mesquita, Daniel & Wang, Weichao, 2021. "COVID-19, policy interventions and credit: The Brazilian experience," Journal of Financial Intermediation, Elsevier, vol. 48(C).
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    More about this item

    Keywords

    COVID-19; Policy interventions; Company loans; Banks; Russia; Regions;
    All these keywords.

    JEL classification:

    • Z - Other Special Topics

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