IDEAS home Printed from https://ideas.repec.org/p/egc/wpaper/956.html
   My bibliography  Save this paper

Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts

Author

Listed:
  • Dean Karlan

    (Economic Growth Center, Yale University)

  • Jonathan Zinman

    (Dartmouth College)

Abstract

Expanding credit access is a key ingredient of development strategies worldwide. Microfinance practitioners, policymakers, and donors have ambitious goals for expanding access, and seek efficient methods for implementing and evaluating expansion. There is less consensus on the role of consumer credit in expansion initiatives. Some microfinance institutions are moving beyond entrepreneurial credit and offering consumer loans. But many practitioners and policymakers are skeptical about “unproductive” lending. These concerns are fueled by academic work highlighting behavioral biases that may induce consumers to over borrow. We estimate the impacts of a consumer credit supply expansion using a field experiment and follow-up data collection. A South African lender relaxed its risk assessment criteria by encouraging its loan officers to approve randomly selected marginal rejected applications. We estimate the resulting impacts using new survey data on applicant households and administrative data on loan repayment, as well as public credit reports one and two years later. We find that the marginal loans produced significant benefits for borrowers across a wide range economic and well-being outcomes. We also find some evidence that the marginal loans were profitable for the Lender. The results suggest that consumer credit expansions can be welfare-improving.

Suggested Citation

  • Dean Karlan & Jonathan Zinman, 2007. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," Working Papers 956, Economic Growth Center, Yale University.
  • Handle: RePEc:egc:wpaper:956
    as

    Download full text from publisher

    File URL: http://www.econ.yale.edu/growth_pdf/cdp956.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    2. Orazio P. Attanasio & Pinelopi Koujianou Goldberg & Ekaterini Kyriazidou, 2008. "Credit Constraints In The Market For Consumer Durables: Evidence From Micro Data On Car Loans," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 401-436, May.
    3. Karlan, Dean S. & Zinman, Jonathan, 2009. "Expanding Microenterprise Credit Access: Using Randomized Supply Decisions to Estimate the Impacts in Manila," Center Discussion Papers 52600, Yale University, Economic Growth Center.
    4. Pitt, Mark M. & Khandker, Shahidur R. & Cartwright, Jennifer, 2003. "Does micro-credit empower women : evidence from Bangladesh," Policy Research Working Paper Series 2998, The World Bank.
    5. Bertrand, Marianne & Karlan, Dean S. & Mullainathan, Sendhil & Shafir, Eldar & Zinman, Jonathan, 2005. "What's Psychology Worth? A Field Experiment in the Consumer Credit Market," Center Discussion Papers 28441, Yale University, Economic Growth Center.
    6. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    7. David B. Gross, 2002. "An Empirical Analysis of Personal Bankruptcy and Delinquency," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 319-347, March.
    8. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    9. David Laibson & Andrea Repetto & Jeremy Tobacman, 2005. "Estimating Discount Functions with Consumption Choices over the Lifecycle," Levine's Bibliography 784828000000000643, UCLA Department of Economics.
    10. Ashraf, Nava & Karlan, Dean & Yin, Wesley, 2010. "Female Empowerment: Impact of a Commitment Savings Product in the Philippines," World Development, Elsevier, vol. 38(3), pages 333-344, March.
    11. Karlan, Dean & Zinman, Jonathan, 2009. "Expanding Microenterprise Credit Access: Randomized Supply Decisions to Estimate the Impacts in Manila," Working Papers 68, Yale University, Department of Economics.
    12. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    13. Wilson Bart J & Findlay David W. & Meehan James W. & Wellford Charissa & Schurter Karl, 2010. "An Experimental Analysis of the Demand for Payday Loans," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-31, October.
    14. Signe-Mary McKernan, 2002. "The Impact Of Microcredit Programs On Self-Employment Profits: Do Noncredit Program Aspects Matter?," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 93-115, February.
    15. Morduch, Jonathan, 2000. "The Microfinance Schism," World Development, Elsevier, vol. 28(4), pages 617-629, April.
    16. Nidhiya Menon, 2004. "Consumption Smoothing in Micro Credit Programs," Development and Comp Systems 0403005, University Library of Munich, Germany.
    17. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    18. Marguerite S. Robinson, 2001. "The Microfinance Revolution," World Bank Publications - Books, The World Bank Group, number 28956.
    19. repec:pri:rpdevs:morduch_microfinance_poor is not listed on IDEAS
    20. Jonathan Morduch, 1999. "The Microfinance Promise," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1569-1614, December.
    21. Dean Karlan & Jonathan Zinman, 2009. "Observing Unobservables: Identifying Information Asymmetries With a Consumer Credit Field Experiment," Econometrica, Econometric Society, vol. 77(6), pages 1993-2008, November.
    22. Deaton, A. & Zaidi, S., 1999. "Guidelines for Constructing Consumption Aggregates for Welfare Analysis," Papers 192, Princeton, Woodrow Wilson School - Development Studies.
    23. Allen, Linda & DeLong, Gayle & Saunders, Anthony, 2004. "Issues in the credit risk modeling of retail markets," Journal of Banking & Finance, Elsevier, vol. 28(4), pages 727-752, April.
    24. Beatriz Armendariz & Jonathan Morduch, 2007. "The Economics of Microfinance," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262512017, April.
    25. Bell, Clive, 1990. "Interactions between Institutional and Informal Credit Agencies in Rural India," The World Bank Economic Review, World Bank, vol. 4(3), pages 297-327, September.
    26. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    27. Suresh de Mel & David McKenzie & Christopher Woodruff, 2009. "Returns to Capital in Microenterprises: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 423-423.
    28. Scott Carrell & Jonathan Zinman, 2014. "In Harm's Way? Payday Loan Access and Military Personnel Performance," The Review of Financial Studies, Society for Financial Studies, vol. 27(9), pages 2805-2840.
    29. Donald P. Morgan & Michael R. Strain, 2007. "Payday holiday: how households fare after payday credit bans," Staff Reports 309, Federal Reserve Bank of New York.
    30. Mark M. Pitt & Shahidur R. Khandker, 1998. "The Impact of Group-Based Credit Programs on Poor Households in Bangladesh: Does the Gender of Participants Matter?," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 958-996, October.
    31. Mark M. Pitt & Shahidur R. Khandker & Omar Haider Chowdhury & Daniel L. Millimet, 1998. "Credit Programs for the Poor and the Nutritional Status of Children in Rural Bangladesh," Working Papers 98-4, Brown University, Department of Economics, revised 16 Jan 1998.
    32. Patrick Honohan, 2004. "Financial development, growth, and poverty: how close are the links?," Policy Research Working Paper Series 3203, The World Bank.
    33. Brian T. Melzer, 2011. "The Real Costs of Credit Access: Evidence from the Payday Lending Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 517-555.
    34. Paige Marta Skiba & Jeremy Tobacman, 2007. "Measuring the individual-level effects of access to credit: evidence from payday loans," Proceedings 1069, Federal Reserve Bank of Chicago.
    35. Marianne Bertrand & Dean Karlan & Sendhil Mullainathan & Eldar Shafir & Jonathan Zinman, 2010. "What's Advertising Content Worth? Evidence from a Consumer Credit Marketing Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 263-306.
    36. Dean Karlan & Jonathan Zinman, 2008. "Lying About Borrowing," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 510-521, 04-05.
    37. Mark M. Pitt & Shahidur R. Khandker & Omar Haider Chowdhury & Daniel L. Millimet, 2003. "Credit Programs for the Poor And the Health Status of Children in Rural Bangladesh," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(1), pages 87-118, February.
    38. Ausubel, Lawrence M, 1991. "The Failure of Competition in the Credit Card Market," American Economic Review, American Economic Association, vol. 81(1), pages 50-81, March.
    39. Dean S. Karlan & Jonathan Zinman, 2008. "Credit Elasticities in Less-Developed Economies: Implications for Microfinance," American Economic Review, American Economic Association, vol. 98(3), pages 1040-1068, June.
    40. Coleman, Brett E., 1999. "The impact of group lending in Northeast Thailand," Journal of Development Economics, Elsevier, vol. 60(1), pages 105-141, October.
    41. repec:pri:rpdevs:deaton_zaidi_consumption is not listed on IDEAS
    42. Victor Stango & Jonathan Zinman, 2009. "Exponential Growth Bias and Household Finance," Journal of Finance, American Finance Association, vol. 64(6), pages 2807-2849, December.
    43. Michael A. Stegman, 2007. "Payday Lending," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 169-190, Winter.
    44. Joseph P. Kaboski & Robert M. Townsend, 2005. "Policies and Impact: An Analysis of Village-Level Microfinance Institutions," Journal of the European Economic Association, MIT Press, vol. 3(1), pages 1-50, March.
    Full references (including those not matched with items on IDEAS)

    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. Zinman, Jonathan, 2010. "Restricting consumer credit access: Household survey evidence on effects around the Oregon rate cap," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 546-556, March.
    2. Joseph P. Kaboski & Robert M. Townsend, 2011. "A Structural Evaluation of a Large‐Scale Quasi‐Experimental Microfinance Initiative," Econometrica, Econometric Society, vol. 79(5), pages 1357-1406, September.
    3. Zinman, Jonathan & Karlan, Dean, 2009. "Expanding Microenterprise Credit Access: Using Randomized Supply Decisions to Estimate the Impacts in Manila," CEPR Discussion Papers 7396, C.E.P.R. Discussion Papers.
    4. Karlan, Dean S. & Zinman, Jonathan, 2005. "Elasticities of Demand for Consumer Credit," Center Discussion Papers 28485, Yale University, Economic Growth Center.
    5. Maren Duvendack & Richard Palmer-Jones, 2012. "High Noon for Microfinance Impact Evaluations: Re-investigating the Evidence from Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 48(12), pages 1864-1880, December.
    6. Karlan, Dean & Morduch, Jonathan, 2010. "Access to Finance," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4703-4784, Elsevier.
    7. Jonathan Zinman, 2014. "Consumer Credit: Too Much or Too Little (or Just Right)?," The Journal of Legal Studies, University of Chicago Press, vol. 43(S2), pages 209-237.
    8. Dean S. Karlan & Jonathan Zinman, 2008. "Credit Elasticities in Less-Developed Economies: Implications for Microfinance," American Economic Review, American Economic Association, vol. 98(3), pages 1040-1068, June.
    9. Bruhn, Miriam & Love, Inessa, 2009. "The economic impact of banking the unbanked : evidence from Mexico," Policy Research Working Paper Series 4981, The World Bank.
    10. Asli Demirgüç-Kunt & Ross Levine, 2009. "Finance and Inequality: Theory and Evidence," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 287-318, November.
    11. Gutiérrez-Nieto, Begoña & Serrano-Cinca, Carlos, 2019. "20 years of research in microfinance: An information management approach," International Journal of Information Management, Elsevier, vol. 47(C), pages 183-197.
    12. Brune, Lasse & Gine, Xavier & Goldberg, Jessica & Yang, Dean, 2011. "Commitments to save : a field experiment in rural Malawi," Policy Research Working Paper Series 5748, The World Bank.
    13. Dean Karlan & Jonathan Zinman, 2009. "Observing Unobservables: Identifying Information Asymmetries With a Consumer Credit Field Experiment," Econometrica, Econometric Society, vol. 77(6), pages 1993-2008, November.
    14. Nidhiya Menon & Yana van der Meulen Rodgers, 2013. "Credit and self-employment," Chapters, in: Deborah M. Figart & Tonia L. Warnecke (ed.), Handbook of Research on Gender and Economic Life, chapter 22, pages 359-377, Edward Elgar Publishing.
    15. Martijn Boermans & Daan Willebrands, 2012. "Financial constraints, risk taking and firm performance: Recent evidence from microfinance clients in Tanzania," DNB Working Papers 358, Netherlands Central Bank, Research Department.
    16. Singh, Nirvikar, 2018. "Financial Inclusion: Concepts, Issues and Policies for India," MPRA Paper 91047, University Library of Munich, Germany.
    17. Garber, Gabriel & Mian, Atif & Ponticelli, Jacopo & Sufi, Amir, 2024. "Consumption smoothing or consumption binging? The effects of government-led consumer credit expansion in Brazil," Journal of Financial Economics, Elsevier, vol. 156(C).
    18. Viktar Fedaseyeu, 2012. "Debt Collection Agencies and the Supply of Consumer Credit," Working Papers 442, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    19. Beck, Thorsten & de la Torre, Augusto, 2006. "The basic analytics of access to financial services," Policy Research Working Paper Series 4026, The World Bank.
    20. John Weiss & Heather Montgomery, 2005. "Great Expectations: Microfinance and Poverty Reduction in Asia and Latin America," Oxford Development Studies, Taylor & Francis Journals, vol. 33(3-4), pages 391-416.

    More about this item

    Keywords

    Microfinance; credit impact; consumer credit;
    All these keywords.

    JEL classification:

    • D1 - Microeconomics - - Household Behavior
    • D9 - Microeconomics - - Micro-Based Behavioral Economics
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    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:egc:wpaper:956. 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: Benjamin King (email available below). General contact details of provider: https://edirc.repec.org/data/egyalus.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.