IDEAS home Printed from https://ideas.repec.org/p/bis/biswps/548.html
   My bibliography  Save this paper

Moving in tandem: bank provisioning in emerging market economies

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.bis.org/publ/work548.pdf
    File Function: Full PDF document
    Download Restriction: no
    File URL: http://www.bis.org/publ/work548.htm
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hessou, Hélyoth T.S. & Lensink, Robert & Soumaré, Issouf & Tchakoute Tchuigoua, Hubert, 2021. "Provisioning over the business cycle: Some insights from the microfinance industry," International Review of Financial Analysis, Elsevier, vol. 77(C).
    2. Bruno Biais & Fany Declerck & Sophie Moinas, 2016. "Who supplies liquidity, how and when?," BIS Working Papers 563, Bank for International Settlements.
    3. 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.
    4. Ozili, Peterson K, 2020. "Bank loan loss provisioning during election years: cross-country evidence," MPRA Paper 96639, University Library of Munich, Germany.
    5. Andrew W Lo, 2016. "Moore's Law vs. Murphy's Law in the financial system: who's winning?," BIS Working Papers 564, Bank for International Settlements.
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Soedarmono, Wahyoe & Sitorus, Djauhari & Tarazi, Amine, 2017. "Abnormal loan growth, credit information sharing and systemic risk in Asian banks," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1208-1218.
    3. Soumaré, Issouf & Tchakoute Tchuigoua, Hubert & Hessou, Hélyoth T.S., 2020. "Are microfinance institutions resilient to economic slowdown? Evidence from their capital ratio adjustment over the business cycle," Economic Modelling, Elsevier, vol. 92(C), pages 1-22.
    4. Laidroo, Laivi & Männasoo, Kadri, 2017. "Do credit commitments compromise credit quality?," Research in International Business and Finance, Elsevier, vol. 41(C), pages 303-317.
    5. Ebrahimi Kahou, Mahdi & Lehar, Alfred, 2017. "Macroprudential policy: A review," Journal of Financial Stability, Elsevier, vol. 29(C), pages 92-105.
    6. Ozili, Peterson K, 2017. "Bank Loan Loss Provisions, Investor Protection and the Macroeconomy," MPRA Paper 80147, University Library of Munich, Germany.
    7. Ashim Kumar Kar, 2017. "Income Smoothing, Capital Management and Provisioning Behaviour of Microfinance Institutions: A Study Using Global Panel Data," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(1), pages 108-126, January.
    8. Ozili, Peterson K, 2018. "Bank Loan Loss Provisions, Investor Protection and the Macroeconomy," MPRA Paper 80281, University Library of Munich, Germany.
    9. Wahyoe Soedarmono & Amine Tarazi & Agusman Agusman & Gary S. Monroe & Dominic Gasbarro, 2016. "Loan Loss Provisions and Lending Behavior of Banks: Do Information Sharing and Borrower Legal Rights Matter?," Working Papers hal-01316717, HAL.
    10. Balla, Eliana & Rose, Morgan J., 2015. "Loan loss provisions, accounting constraints, and bank ownership structure," Journal of Economics and Business, Elsevier, vol. 78(C), pages 92-117.
    11. Olszak, Małgorzata & Pipień, Mateusz & Kowalska, Iwona & Roszkowska, Sylwia, 2014. "What drives heterogeneity of loan loss provisions’ procyclicality in the EU?," MPRA Paper 56834, University Library of Munich, Germany.
    12. Bolt, Wilko & de Haan, Leo & Hoeberichts, Marco & van Oordt, Maarten R.C. & Swank, Job, 2012. "Bank profitability during recessions," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2552-2564.
    13. Pool, Sebastiaan & de Haan, Leo & Jacobs, Jan P.A.M., 2015. "Loan loss provisioning, bank credit and the real economy," Journal of Macroeconomics, Elsevier, vol. 45(C), pages 124-136.
    14. de Haan, Leo & van Oordt, Maarten R.C., 2018. "Timing of banks’ loan loss provisioning during the crisis," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 293-303.
    15. Chitan Gheorghe, 2013. "Is Adequate The Method Of Loan Loss Provisioning? - Evidence From Romania," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(1), pages 1062-1069, July.
    16. Hessou, Hélyoth T.S. & Lensink, Robert & Soumaré, Issouf & Tchakoute Tchuigoua, Hubert, 2021. "Provisioning over the business cycle: Some insights from the microfinance industry," International Review of Financial Analysis, Elsevier, vol. 77(C).
    17. 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.
    18. Emrah Arbak, 2017. "Identifying the provisioning policies of Belgian banks," Working Paper Research 326, National Bank of Belgium.
    19. Degryse, Hans & Huylebroek, Cédric, 2023. "Fiscal support and banks’ loan loss provisions during the COVID-19 crisis," Journal of Financial Stability, Elsevier, vol. 67(C).
    20. Malgorzata A. Olszak & Mateusz Pipien, 2013. "Cross country linkages as determinants of procyclicality of loan loss provisions – empirical importance of SURE specification," Faculty of Management Working Paper Series 22013, University of Warsaw, Faculty of Management.

    More about this item

    Keywords

    bank credit; provisions; delinquency; emerging market; pro-cyclicality;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bis:biswps:548. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christian Beslmeisl (email available below). General contact details of provider: https://edirc.repec.org/data/bisssch.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.