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Microfinance and Gender: Is There a Glass Ceiling on Loan Size?

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  • Isabelle Agier
  • Ariane Szafarz

Abstract

Most of the customers of microfinance institutions are female. But do men and women benefit from the same credit conditions? We investigate this issue by presenting an original model and testing its predictions on an exceptional database comprising 34,000 loan applications from a Brazilian microfinance institution. The model determines the optimal loan size fixed by a gender-biased lender, depending on the borrower’s creditworthiness and the intensity of the lender’s bias. The empirical analysis detects no gender bias in loan denial, but uncovers disparate treatment with regard to credit conditions. In particular, we find a “glass ceiling” effect. The gender gap in loan size increases disproportionately with respect to the scale of the borrower’s project. The results are insensitive to the loan officer’s gender.

Suggested Citation

  • 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.
  • Handle: RePEc:ulb:ulbeco:2013/149090
    Note: SCOPUS: ar.j
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    1. Aubert, Cécile & de Janvry, Alain & Sadoulet, Elisabeth, 2009. "Designing credit agent incentives to prevent mission drift in pro-poor microfinance institutions," Journal of Development Economics, Elsevier, vol. 90(1), pages 153-162, September.
    2. Sara Carter & Eleanor Shaw & Wing Lam & Fiona Wilson, 2007. "Gender, Entrepreneurship, and Bank Lending: The Criteria and Processes Used by Bank Loan Officers in Assessing Applications," Entrepreneurship Theory and Practice, , vol. 31(3), pages 427-444, May.
    3. Marek Hudon, 2009. "Should Access to Credit be a Right?," Journal of Business Ethics, Springer, vol. 84(1), pages 17-28, January.
    4. Paulo R.A. Loureiro & Francisco Galrão Carneiro & Adolfo Sachsida, 2004. "Race and gender discrimination in the labor market: an urban and rural sector analysis for Brazil," Journal of Economic Studies, Emerald Group Publishing, vol. 31(2), pages 129-143, May.
    5. Steven B. Caudill & Daniel M. Gropper & Valentina Hartarska, 2009. "Which Microfinance Institutions Are Becoming More Cost Effective with Time? Evidence from a Mixture Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(4), pages 651-672, June.
    6. Agier, Isabelle & Guérin, Isabelle & Szafarz, Ariane, 2012. "Child gender and parental borrowing: Evidence from India," Economics Letters, Elsevier, vol. 115(3), pages 363-365.
    7. Fletschner, Diana, 2009. "Rural Women's Access to Credit: Market Imperfections and Intrahousehold Dynamics," World Development, Elsevier, vol. 37(3), pages 618-631, March.
    8. Song Han, 2004. "Discrimination in Lending: Theory and Evidence," The Journal of Real Estate Finance and Economics, Springer, vol. 29(1), pages 5-46, July.
    9. Méon, Pierre-Guillaume & Szafarz, Ariane, 2011. "The modern corporation as a safe haven for taste-based discrimination: An agency model of hiring decisions," Labour Economics, Elsevier, vol. 18(4), pages 487-497, August.
    10. 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.
    11. Ahmed, Ali M., 2007. "Group identity, social distance and intergroup bias," Journal of Economic Psychology, Elsevier, vol. 28(3), pages 324-337, June.
    12. Alberto F. Alesina & Francesca Lotti & Paolo Emilio Mistrulli, 2013. "Do Women Pay More For Credit? Evidence From Italy," Journal of the European Economic Association, European Economic Association, vol. 11, pages 45-66, January.
    13. Beatriz Armendáriz & Ariane Szafarz, 2011. "On Mission Drift in Microfinance Institutions," World Scientific Book Chapters, in: Beatriz Armendáriz & Marc Labie (ed.), The Handbook Of Microfinance, chapter 16, pages 341-366, World Scientific Publishing Co. Pte. Ltd..
    14. Garikipati, Supriya, 2008. "The Impact of Lending to Women on Household Vulnerability and Women's Empowerment: Evidence from India," World Development, Elsevier, vol. 36(12), pages 2620-2642, December.
    15. Marianne Bertrand & Dolly Chugh & Sendhil Mullainathan, 2005. "Implicit Discrimination," American Economic Review, American Economic Association, vol. 95(2), pages 94-98, May.
    16. Jonathan Morduch, 1999. "The Microfinance Promise," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1569-1614, December.
    17. Cavalluzzo, Ken S & Cavalluzzo, Linda C, 1998. "Market Structure and Discrimination: The Case of Small Businesses," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(4), pages 771-792, November.
    18. Isabelle Agier & Ariane Szafarz, 2013. "Subjectivity in credit allocation to micro-entrepreneurs: evidence from Brazil," Small Business Economics, Springer, vol. 41(1), pages 263-275, June.
    19. Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996. "Mortgage Lending in Boston: Interpreting HMDA Data," American Economic Review, American Economic Association, vol. 86(1), pages 25-53, March.
    20. Ken Cavalluzzo & John Wolken, 2005. "Small Business Loan Turndowns, Personal Wealth, and Discrimination," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2153-2178, November.
    21. Buvinic, Mayra & Berger, Marguerite, 1990. "Sex differences in access to a small enterprise development fund in Peru," World Development, Elsevier, vol. 18(5), pages 695-705, May.
    22. Raphael Bostic, 2003. "A Test of Cultural Affinity in Home Mortgage Lending," Journal of Financial Services Research, Springer;Western Finance Association, vol. 23(2), pages 89-112, April.
    23. Michael Ferguson & Stephen Peters, 1997. "Cultural Affinity and Lending Discrimination: The Impact of Underwriting Errors and Credit Risk Distribution on Applicant Denial Rates," Journal of Financial Services Research, Springer;Western Finance Association, vol. 11(1), pages 153-168, February.
    24. Beatriz Armendáriz & Jonathan Morduch, 2010. "The Economics of Microfinance, Second Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262014106, April.
    25. Helen F. Ladd, 1998. "Evidence on Discrimination in Mortgage Lending," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 41-62, Spring.
    26. D. Storey, 2004. "Racial and Gender Discrimination in the Micro Firms Credit Market?: Evidence from Trinidad and Tobago," Small Business Economics, Springer, vol. 23(5), pages 401-422, December.
    27. Labie, Marc & Méon, Pierre-Guillaume & Mersland, Roy & Szafarz, Ariane, 2015. "Discrimination by microcredit officers: Theory and evidence on disability in Uganda," The Quarterly Review of Economics and Finance, Elsevier, vol. 58(C), pages 44-55.
    28. Blanchard, Lloyd & Zhao, Bo & Yinger, John, 2008. "Do lenders discriminate against minority and woman entrepreneurs?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 467-497, March.
    29. Hunter, William C & Walker, Mary Beth, 1996. "The Cultural Affinity Hypothesis and Mortgage Lending Decisions," The Journal of Real Estate Finance and Economics, Springer, vol. 13(1), pages 57-70, July.
    30. Helena Marrez & Mathias Schmit, 2009. "Credit risk analysis in microcredit: How does gender matter?," Working Papers CEB 09-053.RS, ULB -- Universite Libre de Bruxelles.
    31. Wenjun Liu & Tomokazu Nomura & Shoji Nishijima, 2011. "Gender Discrimination and Firm Profit Efficiency:Evidence from Brazil," Discussion Papers 1019, Graduate School of Economics, Kobe University.
    32. Nancy Carter & Candida Brush & Patricia Greene & Elizabeth Gatewood & Myra Hart, 2003. "Women entrepreneurs who break through to equity financing: The influence of human, social and financial capital," Venture Capital, Taylor & Francis Journals, vol. 5(1), pages 1-28, January.
    33. Marcella Corsi & Fabrizio Botti & Tommaso Rondinella & Giulia Zacchia, 2006. "Women and Microfinance in Mediterranean Countries," Development, Palgrave Macmillan;Society for International Deveopment, vol. 49(2), pages 67-74, June.
    34. David A. Carter & Betty J. Simkins & W. Gary Simpson, 2003. "Corporate Governance, Board Diversity, and Firm Value," The Financial Review, Eastern Finance Association, vol. 38(1), pages 33-53, February.
    35. Buttner, E. Holly & Rosen, Benson, 1988. "Bank loan officers' perceptions of the characteristics of men, women, and successful entrepreneurs," Journal of Business Venturing, Elsevier, vol. 3(3), pages 249-258.
    36. Ariane Szafarz, 2008. "An Alternative to Statistical Discrimination," ULB Institutional Repository 2013/14329, ULB -- Universite Libre de Bruxelles.
    37. Khandker, S.R. & Khalily, B. & Khan, Z., 1995. "Grameen Bank: Performance and Sustainability," World Bank - Discussion Papers 306, World Bank.
    38. Suresh de Mel & David McKenzie & Christopher Woodruff, 2009. "Are Women More Credit Constrained? Experimental Evidence on Gender and Microenterprise Returns," American Economic Journal: Applied Economics, American Economic Association, vol. 1(3), pages 1-32, July.
    39. Lex Borghans & Bart H. H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity Aversion," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 649-658, 04-05.
    40. Fajnzylber, Pablo & Maloney, William F. & Montes-Rojas, Gabriel V., 2011. "Does formality improve micro-firm performance? Evidence from the Brazilian SIMPLES program," Journal of Development Economics, Elsevier, vol. 94(2), pages 262-276, March.
    41. 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.
    42. Christian Weller, 2009. "Credit Access, the Costs of Credit and Credit Market Discrimination," The Review of Black Political Economy, Springer;National Economic Association, vol. 36(1), pages 7-28, March.
    43. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, December.
    44. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003. "Discrimination in the Small-Business Credit Market," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
    45. Jianakoplos, Nancy Ammon & Bernasek, Alexandra, 1998. "Are Women More Risk Averse?," Economic Inquiry, Western Economic Association International, vol. 36(4), pages 620-630, October.
    46. G. Reza Arabsheibani & Francisco Galrao Carneiro & Andrew Henley, 2003. "Gender wage differentials in Brazil : trends over a turbulent era," Policy Research Working Paper Series 3148, The World Bank.
    47. Bellucci, Andrea & Borisov, Alexander & Zazzaro, Alberto, 2010. "Does gender matter in bank-firm relationships? Evidence from small business lending," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2968-2984, December.
    48. Goetz, Anne Marie & Gupta, Rina Sen, 1996. "Who takes the credit? Gender, power, and control over loan use in rural credit programs in Bangladesh," World Development, Elsevier, vol. 24(1), pages 45-63, January.
    49. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    50. Peggy Lovell, 2000. "Race, Gender and Regional Labor Market Inequalities in Brazil," Review of Social Economy, Taylor & Francis Journals, vol. 58(3), pages 277-293.
    51. Johnson, Susan, 2004. "Gender Norms in Financial Markets: Evidence from Kenya," World Development, Elsevier, vol. 32(8), pages 1355-1374, August.
    52. Ferreira, Francisco H.G. & Leite, Phillippe G. & Ravallion, Martin, 2010. "Poverty reduction without economic growth?: Explaining Brazil's poverty dynamics, 1985-2004," Journal of Development Economics, Elsevier, vol. 93(1), pages 20-36, September.
    53. Sexton, Donald L. & Bowman-Upton, Nancy, 1990. "Female and male entrepreneurs: Psychological characteristics and their role in gender-related discrimination," Journal of Business Venturing, Elsevier, vol. 5(1), pages 29-36, January.
    54. Ariane Szafarz, 2008. "An alternative to statistical discrimination theory," Economics Bulletin, AccessEcon, vol. 10(5), pages 1-6.
    55. Pitt, Mark M & Khandker, Shahidur R & Cartwright, Jennifer, 2006. "Empowering Women with Micro Finance: Evidence from Bangladesh," Economic Development and Cultural Change, University of Chicago Press, vol. 54(4), pages 791-831, July.
    56. Fay, Michael & Williams, Lesley, 1993. "Gender bias and the availability of business loans," Journal of Business Venturing, Elsevier, vol. 8(4), pages 363-376, July.
    57. Lola Fabowale & Barbara Orser & Allan Riding, 1995. "Gender, Structural Factors, and Credit Terms between Canadian Small Businesses and Financial Institutions," Entrepreneurship Theory and Practice, , vol. 19(4), pages 41-65, July.
    58. Verheul, Ingrid & Thurik, Roy, 2001. "Start-Up Capital: "Does Gender Matter?"," Small Business Economics, Springer, vol. 16(4), pages 329-345, June.
    59. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    60. Lex Borghans & Bart H.H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity," Working Papers 200903, Geary Institute, University College Dublin.
    61. Fischer, Eileen M. & Reuber, A. Rebecca & Dyke, Lorraine S., 1993. "A theoretical overview and extension of research on sex, gender, and entrepreneurship," Journal of Business Venturing, Elsevier, vol. 8(2), pages 151-168, March.
    62. Stephen L Ross, 2000. "Mortgage Lending, Sample Selection and Default," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(4), pages 581-621.
    63. Kabeer, Naila, 2001. "Conflicts Over Credit: Re-Evaluating the Empowerment Potential of Loans to Women in Rural Bangladesh," World Development, Elsevier, vol. 29(1), pages 63-84, January.
    64. 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.
    65. Biggs, Tyler & Raturi, Mayank & Srivastava, Pradeep, 2002. "Ethnic networks and access to credit: evidence from the manufacturing sector in Kenya," Journal of Economic Behavior & Organization, Elsevier, vol. 49(4), pages 473-486, December.
    66. Isabelle Agier, 2012. "The role of credit officers in the performance of micro loans," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 20(2), pages 271-297, April.
    67. William A. Darity & Patrick L. Mason, 1998. "Evidence on Discrimination in Employment: Codes of Color, Codes of Gender," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 63-90, Spring.
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    More about this item

    Keywords

    microcredit; microfinance; gender discrimination; women entrepreneurs; Latin America; Brazil;
    All these keywords.

    JEL classification:

    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods

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