Credit risk analysis in microcredit: How does gender matter?
AbstractThis paper is the first to analyze the credit risk of a microfinance institution based on the loan portfolio of a leading Maghrebian microfinance institution, both in terms of number of clients served and of portfolio size. This allows us to work with a proprietary data set of 1,144,770 contracts issued between 1997 and 2007. Using a resampling technique, we estimate the probability density function of losses and value-at-risk measures for a portfolio of loans granted to female and male microfinance clients separately. Results show that loss rates are higher for a male client population than for a female client population, both on average as for percentiles 95 to 99.99. We find that this difference is due to lower default probabilities for female clients, while recovery rates for male and female clients are similar. We also analyze diversification effects, where we find that the proportion of diversifiable risk in total risk is bigger for portfolios of loans granted to female clients than for portfolios of loans granted to male clients. Finally we show that capital requirements determined by the 99.9 percentile remain below those required by the Basel 2 Accords, which opens perspectives for a specific treatment of microfinance if financial regulation becomes applicable to the sector.
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Bibliographic InfoPaper provided by ULB -- Universite Libre de Bruxelles in its series Working Papers CEB with number 09-053.RS.
Length: 21 p.
Date of creation: 2009
Date of revision:
Publication status: Published by:
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More information through EDIRC
Microfinance; Credit risk; Gender study; Bank regulation; Capital requirement;
Find related papers by JEL classification:
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
- O16 - Economic Development, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-01-10 (All new papers)
- NEP-BAN-2010-01-10 (Banking)
- NEP-CFN-2010-01-10 (Corporate Finance)
- NEP-DEV-2010-01-10 (Development)
- NEP-MFD-2010-01-10 (Microfinance)
- NEP-RMG-2010-01-10 (Risk Management)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Kevane, Michael & Wydick, Bruce, 2001. "Microenterprise Lending to Female Entrepreneurs: Sacrificing Economic Growth for Poverty Alleviation?," World Development, Elsevier, vol. 29(7), pages 1225-1236, July.
- Mark Carey, 1998. "Credit Risk in Private Debt Portfolios," Journal of Finance, American Finance Association, vol. 53(4), pages 1363-1387, 08.
- Mathias Schmit, 2004.
"Credit risk in the leasing industry,"
ULB Institutional Repository
2013/14323, ULB -- Universite Libre de Bruxelles.
- Isabelle Agier & Ariane Szafarz, 2013.
"Microfinance and Gender: Is There a Glass Ceiling on Loan Size?,"
ULB Institutional Repository
2013/149090, ULB -- Universite Libre de Bruxelles.
- Agier, Isabelle & Szafarz, Ariane, 2013. "Microfinance and Gender: Is There a Glass Ceiling on Loan Size?," World Development, Elsevier, vol. 42(C), pages 165-181.
- Isabelle Agier & Ariane Szafarz, 2010. "Microfinance and Gender: Is There a Glass Ceiling in Loan Size?," Working Papers CEB 10-047, ULB -- Universite Libre de Bruxelles.
- Isabelle Agier & Ariane Szafarz, 2011. "Credit to Women Entrepreneurs: The Curse of the Trustworthier Sex," Working Papers CEB 11-005, ULB -- Universite Libre de Bruxelles.
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