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Moving in tandem: bank provisioning in emerging market economies

Author

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  • Andres Murcia
  • Emanuel Kohlscheen

Abstract

We study the determinants of loan loss provisions and delinquency ratios based on the balance sheets of 554 banks from emerging market economies (EMEs). We find that provisions in EME banks respond mostly to aggregate variables, and very little to idiosyncratic factors. In particular, the bank-specific credit growth rates — usually thought of as a measure of individual risk-taking — do not explain the level of loan loss provisions. There is some evidence that earnings and the size of the intermediaries have an effect on provisions. The predominant effect however is that provisions and actual losses are negatively related to past economic growth and positively related to past aggregate credit growth. We also estimate the forward and backward-looking component of provisions, finding that provisions respond mainly to past reported losses. These findings suggest that EME banks’ provisioning decisions are highly correlated. Since provisions fall when output grows, macroprudential tools that counter this effect could dampen pro-cyclical behavior.

Suggested Citation

  • Andres Murcia & Emanuel Kohlscheen, 2016. "Moving in tandem: bank provisioning in emerging market economies," BIS Working Papers 548, Bank for International Settlements.
  • Handle: RePEc:bis:biswps:548
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    References listed on IDEAS

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    1. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
    2. Jacob A. Bikker & Haixia Hu, 2002. "Cyclical patterns in profits, provisioning and lending of banks and procyclicality of the new Basel capital requirements," Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 55(221), pages 143-175.
    3. Emanuel Kohlscheen & Ken Miyajima, 2015. "The transmission of monetary policy in EMEs in a changing financial environment: a longitudinal analysis," BIS Working Papers 495, Bank for International Settlements.
    4. Jokipii, Terhi & Milne, Alistair, 2008. "The cyclical behaviour of European bank capital buffers," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1440-1451, August.
    5. Bikker, J.A. & Metzemakers, P.A.J., 2005. "Bank provisioning behaviour and procyclicality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(2), pages 141-157, April.
    6. Bouvatier, Vincent & Lepetit, Laetitia, 2008. "Banks' procyclical behavior: Does provisioning matter?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(5), pages 513-526, December.
    7. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    8. García-Suaza, Andrés Felipe & Gómez-González, José E. & Pabón, Andrés Murcia & Tenjo-Galarza, Fernando, 2012. "The cyclical behavior of bank capital buffers in an emerging economy: Size does matter," Economic Modelling, Elsevier, vol. 29(5), pages 1612-1617.
    9. Òscar Jordà & Moritz Schularick & Alan M Taylor, 2011. "Financial Crises, Credit Booms, and External Imbalances: 140 Years of Lessons," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(2), pages 340-378, June.
    10. Berger, Allen N. & Udell, Gregory F., 2004. "The institutional memory hypothesis and the procyclicality of bank lending behavior," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 458-495, October.
    11. Foos, Daniel & Norden, Lars & Weber, Martin, 2010. "Loan growth and riskiness of banks," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2929-2940, December.
    12. Juan Amador & José Gómez-González & Andrés Pabón, 2013. "Loan growth and bank risk: new evidence," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 27(4), pages 365-379, December.
    13. Bouvatier, Vincent & Lepetit, Laetitia, 2012. "Provisioning rules and bank lending: A theoretical model," Journal of Financial Stability, Elsevier, vol. 8(1), pages 25-31.
    14. 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.
    15. Pierre-Olivier Gourinchas & Maurice Obstfeld, 2012. "Stories of the Twentieth Century for the Twenty-First," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 226-265, January.
    16. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2011. "Anchoring Countercyclical Capital Buffers: The role of Credit Aggregates," International Journal of Central Banking, International Journal of Central Banking, vol. 7(4), pages 189-240, December.
    17. Claudio Borio & Craig Furfine & Philip Lowe, 2001. "Procyclicality of the financial system and financial stability: issues and policy options," BIS Papers chapters, in: Bank for International Settlements (ed.), Marrying the macro- and micro-prudential dimensions of financial stability, volume 1, pages 1-57, Bank for International Settlements.
    18. Claudio Borio & Philip Lowe, 2001. "To provision or not to provision," BIS Quarterly Review, Bank for International Settlements, September.
    19. Carvallo, Oscar & Kasman, Adnan & Kontbay-Busun, Sine, 2015. "The Latin American bank capital buffers and business cycle: Are they pro-cyclical?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 148-160.
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    Cited by:

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    3. Ozili, Peterson K, 2020. "Bank loan loss provisioning during election years: cross-country evidence," MPRA Paper 96639, University Library of Munich, Germany.
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    5. de Moraes, Claudio Oliveira & de Mendonça, Helder Ferreira, 2019. "Bank’s risk measures and monetary policy: Evidence from a large emerging economy," The North American Journal of Economics and Finance, Elsevier, vol. 49(C), pages 121-132.
    6. Akhtaruzzaman, Md & Chiah, Mardy & Docherty, Paul & Zhong, Angel, 2021. "Betting against bank profitability," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 304-323.

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    Keywords

    bank credit; provisions; delinquency; emerging market; pro-cyclicality;
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