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Capital Structure of Microfinance Institutions

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  • Hubert Tchakoute Tchuigoua

Abstract

This article seeks to answer two questions. What drives the capital structure of microfinance institutions? Does the effect of variables at the microfinance institution’s level vary depending on whether the institution is shareholder based or not? Results show that a reliance on external debt has a significant correlation with tangible assets, profit distribution status, and size. Tangible assets, past due loans and size provide donors with useful information. Donations are significantly correlated with past due loans and tangible assets, indicating that donors or their mandates care about risk when they decide to give. Profitability and ratings ensure transparency but have a very limited impact on the institution’s funding policies. The results do not lead to the conclusion that for-profit microfinance institutions are more able to raise external financing than not-for-profit ones. Furthermore, except for profitability, other variables at the microfinance institution level have the same impact on both for-profit and not-for-profit MFIs. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Hubert Tchakoute Tchuigoua, 2015. "Capital Structure of Microfinance Institutions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 47(3), pages 313-340, June.
  • Handle: RePEc:kap:jfsres:v:47:y:2015:i:3:p:313-340
    DOI: 10.1007/s10693-013-0190-2
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    1. Joanna Ledgerwood & Victoria White, 2006. "Transforming Microfinance Institutions : Providing Full Financial Services to the Poor," World Bank Publications - Books, The World Bank Group, number 7086, December.
    2. Liang Han & Stuart Fraser & David J. Storey, 2009. "The Role of Collateral in Entrepreneurial Finance," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3-4), pages 424-455.
    3. Winnie P. H. Poon & Michael Firth, 2005. "Are Unsolicited Credit Ratings Lower? International Evidence From Bank Ratings," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(9-10), pages 1741-1771.
    4. Berger, Allen N. & Scott Frame, W. & Ioannidou, Vasso, 2011. "Tests of ex ante versus ex post theories of collateral using private and public information," Journal of Financial Economics, Elsevier, vol. 100(1), pages 85-97, April.
    5. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    6. N. Aktas & I. Bellettre, 2011. "Capital Structure Decisions of French Very Small Businesses," Post-Print halshs-01070068, HAL.
    7. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    8. Hans Degryse & Peter Goeij & Peter Kappert, 2012. "The impact of firm and industry characteristics on small firms’ capital structure," Small Business Economics, Springer, vol. 38(4), pages 431-447, May.
    9. Hartarska, Valentina M., 2005. "Governance and Performance of Microfinance Institutions in Central and Eastern Europe and the Newly Independent States," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24568, European Association of Agricultural Economists.
    10. Nihat Aktas & Ingrid Bellettre & Jean-Gabriel Cousin, 2011. "Capital Structure Decisions of French Very Small Businesses," Finance, Presses universitaires de Grenoble, vol. 32(1), pages 43-73.
    11. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    12. Kayo, Eduardo K. & Kimura, Herbert, 2011. "Hierarchical determinants of capital structure," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 358-371, February.
    13. Hudon, Marek & Traca, Daniel, 2011. "On the Efficiency Effects of Subsidies in Microfinance: An Empirical Inquiry," World Development, Elsevier, vol. 39(6), pages 966-973, June.
    14. Poon, Winnie P. H. & Firth, Michael & Fung, Hung-Gay, 1999. "A multivariate analysis of the determinants of Moody's bank financial strength ratings," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(3), pages 267-283, August.
    15. Graham C. Hall & Patrick J. Hutchinson & Nicos Michaelas, 2004. "Determinants of the Capital Structures of European SMEs," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5‐6), pages 711-728, June.
    16. Ferri, Giovanni & Liu, Li-Gang & Majnoni, Giovanni, 2001. "The role of rating agency assessments in less developed countries: Impact of the proposed Basel guidelines," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 115-148, January.
    17. Degryse, Hans & Van Cayseele, Patrick, 2000. "Relationship Lending within a Bank-Based System: Evidence from European Small Business Data," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 90-109, January.
    18. Hartarska, Valentina, 2005. "Governance and performance of microfinance institutions in Central and Eastern Europe and the Newly Independent States," World Development, Elsevier, vol. 33(10), pages 1627-1643, October.
    19. Ferri, Giovanni, 2004. "More analysts, better ratings: Do rating agencies invest enough in less developed countries?," Journal of Applied Economics, Universidad del CEMA, vol. 7(1), pages 1-22, May.
    20. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    21. Independent Evaluation Group, 2008. "Consultative Group to Assist the Poor," World Bank Publications - Books, The World Bank Group, number 28056, December.
    22. Isabelle Girerd-Potin & Sonia Jimenez-Garces & Pascal Louvet, 2011. "The Link between Social Rating and Financial Capital Structure," Finance, Presses universitaires de Grenoble, vol. 32(2), pages 9-52.
    23. Mike Adams & Bruce Burton & Philip Hardwick, 2003. "The Determinants of Credit Ratings in the United Kingdom Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3-4), pages 539-572.
    24. 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.
    25. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    26. Elijah Brewer III & George Kaufman & Larry Wall, 2008. "Bank Capital Ratios Across Countries: Why Do They Vary?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(2), pages 177-201, December.
    27. D’Espallier, Bert & Hudon, Marek & Szafarz, Ariane, 2013. "Unsubsidized microfinance institutions," Economics Letters, Elsevier, vol. 120(2), pages 174-176.
    28. Reint Gropp & Florian Heider, 2010. "The Determinants of Bank Capital Structure," Review of Finance, European Finance Association, vol. 14(4), pages 587-622.
    29. Antoniou, Antonios & Guney, Yilmaz & Paudyal, Krishna, 2008. "The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 59-92, March.
    30. Winnie P. H. Poon & Michael Firth, 2005. "Are Unsolicited Credit Ratings Lower? International Evidence From Bank Ratings," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(9‐10), pages 1741-1771, November.
    31. Ashbaugh-Skaife, Hollis & Collins, Daniel W. & LaFond, Ryan, 2006. "The effects of corporate governance on firms' credit ratings," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 203-243, October.
    32. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    33. Darren J. Kisgen, 2006. "Credit Ratings and Capital Structure," Journal of Finance, American Finance Association, vol. 61(3), pages 1035-1072, June.
    34. Giannetti, Mariassunta, 2003. "Do Better Institutions Mitigate Agency Problems? Evidence from Corporate Finance Choices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(1), pages 185-212, March.
    35. Hall, Thomas W., 2012. "The collateral channel: Evidence on leverage and asset tangibility," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 570-583.
    36. Graham C. Hall & Patrick J. Hutchinson & Nicos Michaelas, 2004. "Determinants of the Capital Structures of European SMEs," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(5-6), pages 711-728.
    37. 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.
    38. Liang Han & Stuart Fraser & David J. Storey, 2009. "The Role of Collateral in Entrepreneurial Finance," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3‐4), pages 424-455, April.
    39. Berger, Allen N. & Black, Lamont K., 2011. "Bank size, lending technologies, and small business finance," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 724-735, March.
    40. 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.
    41. Beatriz Armendáriz & Jonathan Morduch, 2010. "The Economics of Microfinance, Second Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262014106, December.
    42. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 1999. "Institutions, financial markets, and firm debt maturity," Journal of Financial Economics, Elsevier, vol. 54(3), pages 295-336, December.
    43. Mike Adams & Bruce Burton & Philip Hardwick, 2003. "The Determinants of Credit Ratings in the United Kingdom Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3‐4), pages 539-572, April.
    44. Buchheit, Steve & Parsons, Linda M., 2006. "An experimental investigation of accounting information's influence on the individual giving process," Journal of Accounting and Public Policy, Elsevier, vol. 25(6), pages 666-686.
    45. Bongini, Paola & Laeven, Luc & Majnoni, Giovanni, 2002. "How good is the market at assessing bank fragility? A horse race between different indicators," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 1011-1028, May.
    46. Kisgen, Darren J., 2009. "Do Firms Target Credit Ratings or Leverage Levels?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(6), pages 1323-1344, December.
    47. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    48. N. Aktas & I. Bellettre & Jean Gabriel Cousin, 2011. "Capital Structure Decisions of French Very Small Businesses," Post-Print halshs-00656169, HAL.
    49. Kaplan, Robert S & Urwitz, Gabriel, 1979. "Statistical Models of Bond Ratings: A Methodological Inquiry," The Journal of Business, University of Chicago Press, vol. 52(2), pages 231-261, April.
    50. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    51. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    52. Stolper, Anno, 2009. "Regulation of credit rating agencies," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1266-1273, July.
    53. Allen Berger & Robert DeYoung & Mark Flannery & David Lee & Özde Öztekin, 2008. "How Do Large Banking Organizations Manage Their Capital Ratios?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(2), pages 123-149, December.
    54. Hermes, Niels & Lensink, Robert, 2011. "Microfinance: Its Impact, Outreach, and Sustainability," World Development, Elsevier, vol. 39(6), pages 875-881, June.
    55. 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.
    56. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    57. Nihat Aktas & Ingrid Bellettre & Jean-Gabriel Cousin, 2011. "Capital structure decisions of French very small business," Post-Print hal-02312638, HAL.
    58. 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.
    59. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    60. Hartarska, Valentina & Nadolnyak, Denis, 2008. "Does rating help microfinance institutions raise funds? Cross-country evidence," International Review of Economics & Finance, Elsevier, vol. 17(4), pages 558-571, October.
    61. Marek Hudon, 2010. "Management of microfinance institutions: Do subsidies matter?," Journal of International Development, John Wiley & Sons, Ltd., vol. 22(7), pages 890-905.
    62. Bego�a Guti�rrez Nieto & Carlos Serrano Cinca, 2006. "Factors explaining the rating of Microfinance Institutions," Documentos de Trabajo dt2006-03, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza.
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    Cited by:

    1. Tchakoute Tchuigoua, Hubert, 2016. "Buffer capital in microfinance institutions," Journal of Business Research, Elsevier, vol. 69(9), pages 3523-3537.
    2. Adithya Kiran Kolloju & Michele Meoli, 2022. "Efficiencies of Faith and Secular Microfinance Institutions in Regions of Asia, Africa, and Latin America: A Two-Stage Dual Efficiency Bootstrap DEA Approach," Economies, MDPI, vol. 10(3), pages 1-12, March.
    3. Kendo, Sandra & Tchakounte, Josephine, 2022. "The drivers of the financial integration of microfinance Institutions: Do financial development, agency costs and microfinance performance matter?," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 128-142.
    4. Stephen Zamore & Leif Atle Beisland & Roy Mersland, 2023. "Excessive focus on risk? Non‐performing loans and efficiency of microfinance institutions," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1290-1307, April.
    5. Magloire Nya Tchatchoua & Isabelle Pignatel & Hubert Tchakoute Tchuigoua, 2019. "What type of microfinance institutions comply with International Financial Reporting Standards?," Working Papers CEB 19-012, ULB -- Universite Libre de Bruxelles.
    6. Christelle Simo & Hubert Tchakoute Tchuigoua & Christophe Faugere, 2022. "The Determinants of Micro Finance Institutions’ Decision to Receive a Social Rating: An Institutional and Resource-Dependence Perspective," Sustainability, MDPI, vol. 14(19), pages 1-18, September.
    7. Syeda Sonia Parvin & Belayet Hossain & Muhammad Mohiuddin & Qingfeng Cao, 2020. "Capital Structure, Financial Performance, and Sustainability of Micro-Finance Institutions (MFIs) in Bangladesh," Sustainability, MDPI, vol. 12(15), pages 1-18, August.
    8. Anastasia Cozarenco & Ariane Szafarz, 2016. "Microcredit in Industrialized Countries: Unexpected Consequences of Regulatory Loan Ceilings," Working Papers CEB 16-021, ULB -- Universite Libre de Bruxelles.
    9. Fan, Yaoyao & John, Kose & Liu, Frank Hong & Tamanni, Luqyan, 2019. "Security design, incentives, and Islamic microfinance: Cross country evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 62(C), pages 264-280.
    10. 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.
    11. Simo, Christelle & Tchakoute Tchuigoua, Hubert & Nzongang, Joseph, 2023. "Does corporate social responsibility pay? Evidence from social ratings in microfinance institutions," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    12. Anastasia Cozarenco & Valentina Hartarska & Ariane Szafarz, 2019. "Too Many Cooks Spoil the Broth: The Conflicting Impacts of Subsidies and Deposits on the Cost-Efficiency of Microfinance Institutions," Working Papers CEB 19-001, ULB -- Universite Libre de Bruxelles.

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    More about this item

    Keywords

    Information asymmetry; Capital structure; Microfinance; Rating; G21; G24; G3;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G3 - Financial Economics - - Corporate Finance and Governance

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