IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v77y2021ics1057521921001599.html
   My bibliography  Save this article

Provisioning over the business cycle: Some insights from the microfinance industry

Author

Listed:
  • Hessou, Hélyoth T.S.
  • Lensink, Robert
  • Soumaré, Issouf
  • Tchakoute Tchuigoua, Hubert

Abstract

This paper investigates the drivers of provisioning in MFIs and their provisioning behaviour over the business cycle. Based on an international sample of MFIs extracted from the MIX database over the 2001–2014 period, we uncover a negative relationship between MFIs' provisioning and the business cycle. Our finding corroborates the fact that MFIs do not build their loan loss provisions (LLP) during economic booms when profit and earnings are high. Since they provision more during downturns, they are more likely to suffer from unexpected losses and experience failure. This is in sharp contrast with the current Basel III countercyclical buffer requirement suggesting that financial institutions, especially banks, should build sufficient buffer in booms so that they can avoid costly capital adjustment when the economy contracts. Deeper analyses suggest however that this behaviour mainly concerns profit-oriented and deposit-taking/regulated MFIs, with business model and target close to conventional banking. This suggests that bank-like and regulated MFIs' loan loss provisions follow similar behavioral patterns to those of the conventional banking sector during the boom-and-bust cycles.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:finana:v:77:y:2021:i:c:s1057521921001599
    DOI: 10.1016/j.irfa.2021.101825
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521921001599
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2021.101825?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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. Gonzalez, Adrian, 2007. "Resilience of Microfinance Institutions to National Macroeconomic Events: An Econometric Analysis of MFI asset quality," MPRA Paper 4317, University Library of Munich, Germany.
    3. Ahlin, Christian & Lin, Jocelyn & Maio, Michael, 2011. "Where does microfinance flourish? Microfinance institution performance in macroeconomic context," Journal of Development Economics, Elsevier, vol. 95(2), pages 105-120, July.
    4. Tchakoute Tchuigoua, Hubert, 2016. "Buffer capital in microfinance institutions," Journal of Business Research, Elsevier, vol. 69(9), pages 3523-3537.
    5. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    6. Besley, Timothy & Coate, Stephen, 1995. "Group lending, repayment incentives and social collateral," Journal of Development Economics, Elsevier, vol. 46(1), pages 1-18, February.
    7. Rubana Mahjabeen, 2010. "On The Provision Of Micro Loans - Microfinance Institutions And Traditional Banks," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 35(1), pages 59-73, March.
    8. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    9. Cummings, James R. & Durrani, Kassim J., 2016. "Effect of the Basel Accord capital requirements on the loan-loss provisioning practices of Australian banks," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 23-36.
    10. 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.
    11. Caporale, Guglielmo Maria & Alessi, Matteo & Di Colli, Stefano & Lopez, Juan Sergio, 2018. "Loan loss provisions and macroeconomic shocks: Some empirical evidence for italian banks during the crisis," Finance Research Letters, Elsevier, vol. 25(C), pages 239-243.
    12. Brière, Marie & Szafarz, Ariane, 2015. "Does Commercial Microfinance Belong to the Financial Sector? Lessons from the Stock Market," World Development, Elsevier, vol. 67(C), pages 110-125.
    13. Robert Cull & Asli Demirgüç-Kunt & Jonathan Morduch, 2009. "Microfinance Meets the Market," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 167-192, Winter.
    14. Gai, Yue & Minford, Patrick & Ou, Zhirong, 2020. "Is housing collateral important to the business cycle? Evidence from China," Journal of International Money and Finance, Elsevier, vol. 109(C).
    15. 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.
    16. Cull, Robert & Demirgüç-Kunt, Asli & Morduch, Jonathan, 2011. "Does Regulatory Supervision Curtail Microfinance Profitability and Outreach?," World Development, Elsevier, vol. 39(6), pages 949-965, June.
    17. Hessou, Helyoth & Lai, Van Son, 2017. "Basel III capital buffer requirements and credit union prudential regulation: Canadian evidence," Journal of Financial Stability, Elsevier, vol. 30(C), pages 92-110.
    18. Shrieves, Ronald E. & Dahl, Drew, 1992. "The relationship between risk and capital in commercial banks," Journal of Banking & Finance, Elsevier, vol. 16(2), pages 439-457, April.
    19. de Quidt, Jonathan & Fetzer, Thiemo & Ghatak, Maitreesh, 2018. "Commercialization and the decline of joint liability microcredit," Journal of Development Economics, Elsevier, vol. 134(C), pages 209-225.
    20. Wagner, Charlotte & Winkler, Adalbert, 2013. "The Vulnerability of Microfinance to Financial Turmoil – Evidence from the Global Financial Crisis," World Development, Elsevier, vol. 51(C), pages 71-90.
    21. Collins, Jh & Shackelford, Da & Wahlen, Jm, 1995. "Bank Differences In The Coordination Of Regulatory Capital, Earnings, And Taxes," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 263-291.
    22. repec:cii:cepiei:2012-q4-132-3 is not listed on IDEAS
    23. Hubert Tchakoute Tchuigoua, 2018. "Governance effectiveness and earnings quality: Evidence from microfinance institutions," ACCRA, Association francophone de comptabilité, vol. 24(2), pages 73-111.
    24. Vincent Bouvatier & Laetitia Lepetit, 2012. "Effects of Loan Loss Provisions on Growth in Bank Lending: Some International Comparisons," International Economics, CEPII research center, issue 132, pages 91-116.
    25. Stiglitz, Joseph E, 1990. "Peer Monitoring and Credit Markets," The World Bank Economic Review, World Bank, vol. 4(3), pages 351-366, September.
    26. D’Espallier, Bert & Goedecke, Jann & Hudon, Marek & Mersland, Roy, 2017. "From NGOs to Banks: Does Institutional Transformation Alter the Business Model of Microfinance Institutions?," World Development, Elsevier, vol. 89(C), pages 19-33.
    27. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    28. Beatriz Armendáriz & Jonathan Morduch, 2010. "The Economics of Microfinance, Second Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262014106, April.
    29. 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.
    30. Bouvatier, Vincent & Lepetit, Laetitia & Strobel, Frank, 2014. "Bank income smoothing, ownership concentration and the regulatory environment," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 253-270.
    31. Guidara, Alaa & Lai, Van Son & Soumaré, Issouf & Tchana, Fulbert Tchana, 2013. "Banks’ capital buffer, risk and performance in the Canadian banking system: Impact of business cycles and regulatory changes," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3373-3387.
    32. Kanagaretnam, Kiridaran & Lim, Chee Yeow & Lobo, Gerald J., 2010. "Auditor reputation and earnings management: International evidence from the banking industry," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2318-2327, October.
    33. Ahmed, Anwer S. & Takeda, Carolyn & Thomas, Shawn, 1999. "Bank loan loss provisions: a reexamination of capital management, earnings management and signaling effects," Journal of Accounting and Economics, Elsevier, vol. 28(1), pages 1-25, November.
    34. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    35. Jacques, Kevin & Nigro, Peter, 1997. "Risk-based capital, portfolio risk, and bank capital: A simultaneous equations approach," Journal of Economics and Business, Elsevier, vol. 49(6), pages 533-547.
    36. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    37. Qiu Chen, 2016. "Director Monitoring of Expense Misreporting in Nonprofit Organizations: The Effects of Expense Disclosure Transparency, Donor Evaluation Focus and Organization Performance," Contemporary Accounting Research, John Wiley & Sons, vol. 33(4), pages 1601-1624, December.
    38. Galema, Rients & Lensink, Robert & Spierdijk, Laura, 2011. "International diversification and Microfinance," Journal of International Money and Finance, Elsevier, vol. 30(3), pages 507-515, April.
    39. Robert Cull & Asli Demirgüç-Kunt & Jonathan Morduch, 2014. "Banks and Microbanks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(1), pages 1-53, August.
    40. 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.
    41. 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.
    42. 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.
    43. Kanga, Désiré & Murinde, Victor & Soumaré, Issouf, 2020. "Capital, risk and profitability of WAEMU banks: Does bank ownership matter?," Journal of Banking & Finance, Elsevier, vol. 114(C).
    44. Garry D Bruton & Susanna Khavul & Helmuth Chavez, 2011. "Microlending in emerging economies: Building a new line of inquiry from the ground up," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(5), pages 718-739, June.
    45. Chowdhury, Prabal Roy, 2005. "Group-lending: Sequential financing, lender monitoring and joint liability," Journal of Development Economics, Elsevier, vol. 77(2), pages 415-439, August.
    46. Beatty, Anne & Liao, Scott, 2014. "Financial accounting in the banking industry: A review of the empirical literature," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 339-383.
    47. Joanna Ledgerwood, 2013. "The New Microfinance Handbook : A Financial Market System Perspective," World Bank Publications - Books, The World Bank Group, number 12272.
    48. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    49. Stergios Leventis & Panagiotis Dimitropoulos & Asokan Anandarajan, 2011. "Loan Loss Provisions, Earnings Management and Capital Management under IFRS: The Case of EU Commercial Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 103-122, October.
    50. Tchakoute Tchuigoua, Hubert & Soumaré, Issouf & Hessou, Hélyoth T.S., 2020. "Lending and business cycle: Evidence from microfinance institutions," Journal of Business Research, Elsevier, vol. 119(C), pages 1-12.
    51. Codruta Boar & Leonardo Gambacorta & Giovanni Lombardo & Luiz Awazu Pereira da Silva, 2017. "What are the effects of macroprudential policies on macroeconomic performance?," BIS Quarterly Review, Bank for International Settlements, September.
    52. Annabel Vanroose & Bert D’Espallier, 2013. "Do microfinance institutions accomplish their mission? Evidence from the relationship between traditional financial sector development and microfinance institutions’ outreach and performance," Applied Economics, Taylor & Francis Journals, vol. 45(15), pages 1965-1982, May.
    53. Beatty, A & Chamberlain, Sl & Magliolo, J, 1995. "Managing Financial Reports Of Commercial-Banks - The Influence Of Taxes, Regulatory Capital, And Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 231-261.
    54. Hessou, Helyoth & Lai, Van Son, 2018. "Basel III capital buffers and Canadian credit unions lending: Impact of the credit cycle and the business cycle," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 23-39.
    55. Hubert Tchakoute Tchuigoua, 2018. "Governance effectiveness and earnings quality: Evidence from microfinance institutions," Comptabilité - Contrôle - Audit, Association francophone de comptabilité, vol. 24(2), pages 73-111.
    56. Griffin, Denis & Husted, Bryan W., 2015. "Social sanctions or social relations? Microfinance in Mexico," Journal of Business Research, Elsevier, vol. 68(12), pages 2579-2587.
    57. Rients Galema & Robert Lensink & Roy Mersland, 2012. "Do Powerful CEOs Determine Microfinance Performance?," Journal of Management Studies, Wiley Blackwell, vol. 49(4), pages 718-742, June.
    58. Servin, Roselia & Lensink, Robert & van den Berg, Marrit, 2012. "Ownership and technical efficiency of microfinance institutions: Empirical evidence from Latin America," Journal of Banking & Finance, Elsevier, vol. 36(7), pages 2136-2144.
    59. Andres Murcia & Emanuel Kohlscheen, 2016. "Moving in tandem: bank provisioning in emerging market economies," BIS Working Papers 548, Bank for International Settlements.
    60. Cull, Robert & Harten, Sven & Nishida, Ippei & Rusu, Anca Bogdana & Bull, Greta, 2015. "Benchmarking the financial performance, growth, and outreach of greenfield MFIs in Africa," Emerging Markets Review, Elsevier, vol. 25(C), pages 92-124.
    61. Kanagaretnam, Kiridaran & Lim, Chee Yeow & Lobo, Gerald J., 2014. "Effects of international institutional factors on earnings quality of banks," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 87-106.
    62. Shim, Jeungbo, 2013. "Bank capital buffer and portfolio risk: The influence of business cycle and revenue diversification," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 761-772.
    63. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    64. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    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. Peterson K. Ozili, 2024. "Does banking sector support for achieving the sustainable development goals affect bank loan loss provisions? International evidence," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-39, April.
    2. Mohamed, Toka S. & Elgammal, Mohammed M., 2023. "Credit risk in Islamic microfinance institutions: The role of women, groups, and rural borrowers," Emerging Markets Review, Elsevier, vol. 54(C).
    3. Tchakoute Tchuigoua, Hubert & Simo, Christelle & Durrieu, François, 2022. "Business cycle and cash holdings: Empirical evidence from microfinance institutions," Finance Research Letters, Elsevier, vol. 50(C).

    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. 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.
    2. Tchakoute Tchuigoua, Hubert & Soumaré, Issouf & Hessou, Hélyoth T.S., 2020. "Lending and business cycle: Evidence from microfinance institutions," Journal of Business Research, Elsevier, vol. 119(C), pages 1-12.
    3. Aristei, David & Gallo, Manuela, 2019. "Loan loss provisioning by Italian banks: Managerial discretion, relationship banking, functional distance and bank risk," International Review of Economics & Finance, Elsevier, vol. 60(C), pages 238-256.
    4. Raffaela Casciello & Marco Maffei & David A. Ziebart, 2024. "Regulatory and contextual factors influencing earnings and capital management decisions: evidence from the European banking sector," Review of Quantitative Finance and Accounting, Springer, vol. 63(1), pages 87-146, July.
    5. Doan, Anh-Tuan & Lin, Kun-Li & Doong, Shuh-Chyi, 2020. "State-controlled banks and income smoothing. Do politics matter?," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    6. Tchakoute Tchuigoua, Hubert, 2016. "Buffer capital in microfinance institutions," Journal of Business Research, Elsevier, vol. 69(9), pages 3523-3537.
    7. Bouvatier, Vincent & Lepetit, Laetitia & Strobel, Frank, 2014. "Bank income smoothing, ownership concentration and the regulatory environment," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 253-270.
    8. Curcio, Domenico & De Simone, Antonio & Gallo, Angela, 2017. "Financial crisis and international supervision: New evidence on the discretionary use of loan loss provisions at Euro Area commercial banks," The British Accounting Review, Elsevier, vol. 49(2), pages 181-193.
    9. Kanga, Désiré & Murinde, Victor & Soumaré, Issouf, 2020. "Capital, risk and profitability of WAEMU banks: Does bank ownership matter?," Journal of Banking & Finance, Elsevier, vol. 114(C).
    10. Niels Hermes & Marek Hudon, 2018. "Determinants Of The Performance Of Microfinance Institutions: A Systematic Review," Journal of Economic Surveys, Wiley Blackwell, vol. 32(5), pages 1483-1513, December.
    11. Pignatel, Isabelle & Tchakoute Tchuigoua, Hubert, 2020. "Microfinance institutions and International Financial Reporting Standards: An exploratory analysis," Research in International Business and Finance, Elsevier, vol. 54(C).
    12. 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.
    13. Hermes, Cornelis & Hudon, M., 2018. "Determinants of the Performance of Microfinance Institutions: A Systematic Review," Research Report 2018008, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    14. Sabur Mollah & Omar Farooque & Asma Mobarek & Philip Molyneux, 2019. "Bank Corporate Governance and Future Earnings Predictability," Journal of Financial Services Research, Springer;Western Finance Association, vol. 56(3), pages 369-394, December.
    15. Jari-Mikko Meriläinen, 2019. "Western European Stakeholder Banks’ Loan Loss Accounting," Journal of Financial Services Research, Springer;Western Finance Association, vol. 56(2), pages 185-207, October.
    16. Albulena Shala & Valentin Toçi & Skender Ahmeti, 2020. "Income smoothing through loan loss provisions in south and Eastern European banks," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 38(2), pages 429-452.
    17. Małgorzata Olszak & Mateusz Pipień & Iwona Kowalska & Sylwia Roszkowska, 2017. "What Drives Heterogeneity of Cyclicality of Loan-Loss Provisions in the EU?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(1), pages 55-96, February.
    18. Liñares-Zegarra, José & Wilson, John O.S., 2018. "The size and growth of microfinance institutions," The British Accounting Review, Elsevier, vol. 50(2), pages 199-213.
    19. Zamore, Stephen & Beisland, Leif Atle & Mersland, Roy, 2019. "Geographic diversification and credit risk in microfinance," Journal of Banking & Finance, Elsevier, vol. 109(C).
    20. Simper, Richard & Dadoukis, Aristeidis & Bryce, Cormac, 2019. "European bank loan loss provisioning and technological innovative progress," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 119-130.

    More about this item

    Keywords

    MFI; Microfinance; Loan loss provisions; Business cycle; Credit cycle;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    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:eee:finana:v:77:y:2021:i:c:s1057521921001599. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620166 .

    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.