IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/12742.html
   My bibliography  Save this paper

Loan Contract Structure and Adverse Selection: Survey Evidence from Uganda

Author

Listed:
  • ,
  • Madestam, Andreas
  • Stryjan, Miri
  • Ahlin, Christian

Abstract

While adverse selection is an important theoretical explanation for credit rationing it is difficult to quantify empirically. Many studies measure the elasticity of credit demand of existing or previous borrowers as opposed to the population at large; other studies use cross-sectional approaches that may confound borrower risk with other factors. We circumvent both issues by surveying a representative sample of microenterprises in urban Uganda and by measuring their responses to multiple hypothetical contract offers, varying in interest rates and collateral requirements. Theory suggests that a lower interest rate or a lower collateral obligation should increase take up among less risky borrowers. We test these predictions by examining if firm owners respond to changes in the interest rate or the collateral requirement and whether higher take up varies by firms’ risk type. We find that contracts with lower interest rates or lower collateral obligations increase hypothetical demand – especially for less risky firms, as theory predicts. Our results imply that changes to the standard loan product available to microenterprises may have substantial effects on credit demand.

Suggested Citation

  • , & Madestam, Andreas & Stryjan, Miri & Ahlin, Christian, 2018. "Loan Contract Structure and Adverse Selection: Survey Evidence from Uganda," CEPR Discussion Papers 12742, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:12742
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP12742
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

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

    Other versions of this item:

    References listed on IDEAS

    as
    1. Antoni Bosch-Domènech & Joaquim Silvestre, 2013. "Measuring risk aversion with lists: a new bias," Theory and Decision, Springer, vol. 75(4), pages 465-496, October.
    2. Dean Karlan & Martin Valdivia, 2011. "Teaching Entrepreneurship: Impact of Business Training on Microfinance Clients and Institutions," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 510-527, May.
    3. Maitra, Pushkar & Mitra, Sandip & Mookherjee, Dilip & Motta, Alberto & Visaria, Sujata, 2017. "Financing smallholder agriculture: An experiment with agent-intermediated microloans in India," Journal of Development Economics, Elsevier, vol. 127(C), pages 306-337.
    4. Haroon Bhorat & Francois Steenkamp & Christopher Rooney, "undated". "Africa’s Manufacturing Malaise," UNDP Africa Policy Notes 2016-03, United Nations Development Programme, Regional Bureau for Africa.
    5. Valdivia, Martín, 2015. "Business training plus for female entrepreneurship? Short and medium-term experimental evidence from Peru," Journal of Development Economics, Elsevier, vol. 113(C), pages 33-51.
    6. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    7. de Mel, Suresh & McKenzie, David & Woodruff, Christopher, 2009. "Innovative Firms or Innovative Owners? Determinants of Innovation in Micro, Small, and Medium Enterprises," IZA Discussion Papers 3962, Institute of Labor Economics (IZA).
    8. Abhijit Vinayak Banerjee, 2013. "Microcredit Under the Microscope: What Have We Learned in the Past Two Decades, and What Do We Need to Know?," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 487-519, May.
    9. 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.
    10. Charness, Gary & Gneezy, Uri & Kuhn, Michael A., 2012. "Experimental methods: Between-subject and within-subject design," Journal of Economic Behavior & Organization, Elsevier, vol. 81(1), pages 1-8.
    11. Britta Augsburg & Ralph De Haas & Heike Harmgart & Costas Meghir, 2015. "The Impacts of Microcredit: Evidence from Bosnia and Herzegovina," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 183-203, January.
    12. Helen R. Neill & Ronald G. Cummings & Philip T. Ganderton & Glenn W. Harrison & Thomas McGuckin, 1994. "Hypothetical Surveys and Real Economic Commitments," Land Economics, University of Wisconsin Press, vol. 70(2), pages 145-154.
    13. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    14. 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.
    15. Bester, Helmut, 1987. "The role of collateral in credit markets with imperfect information," European Economic Review, Elsevier, vol. 31(4), pages 887-899, June.
    16. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    17. Mohammed Abdellaoui & Ahmed Driouchi & Olivier L’Haridon, 2011. "Risk aversion elicitation: reconciling tractability and bias minimization," Theory and Decision, Springer, vol. 71(1), pages 63-80, July.
    18. Armin Falk & Anke Becker & Thomas Dohmen & David Huffman & Uwe Sunde, 2023. "The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences," Management Science, INFORMS, vol. 69(4), pages 1935-1950, April.
    19. Erica Field & Rohini Pande & John Papp & Natalia Rigol, 2013. "Does the Classic Microfinance Model Discourage Entrepreneurship among the Poor? Experimental Evidence from India," American Economic Review, American Economic Association, vol. 103(6), pages 2196-2226, October.
    20. Ashok Rai & Stefan Klonner, 2007. "Adverse Selection in Credit Markets: Evidence from a Policy Experiment," Department of Economics Working Papers 2007-01, Department of Economics, Williams College.
    21. 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.
    22. Fafchamps, Marcel & McKenzie, David & Quinn, Simon & Woodruff, Christopher, 2014. "Microenterprise growth and the flypaper effect: Evidence from a randomized experiment in Ghana," Journal of Development Economics, Elsevier, vol. 106(C), pages 211-226.
    23. 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.
    24. Bruno Crépon & Florencia Devoto & Esther Duflo & William Parienté, 2015. "Estimating the Impact of Microcredit on Those Who Take It Up: Evidence from a Randomized Experiment in Morocco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 123-150, January.
    25. Demont, Timothée, 2016. "Microfinance spillovers: A model of competition in informal credit markets with an application to Indian villages," European Economic Review, Elsevier, vol. 89(C), pages 21-41.
    26. Kremer, Michael & Jack, William & de Laat, Joost & Suri , Tavneet, 2016. "Borrowing Requirements, Credit Access, and Adverse Selection: Evidence from Kenya," CEPR Discussion Papers 11523, C.E.P.R. Discussion Papers.
    27. Binswanger, Hans P, 1981. "Attitudes toward Risk: Theoretical Implications of an Experiment in Rural India," Economic Journal, Royal Economic Society, vol. 91(364), pages 867-890, December.
    28. 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.
    29. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    30. Abhijit Banerjee & Dean Karlan & Jonathan Zinman, 2015. "Six Randomized Evaluations of Microcredit: Introduction and Further Steps," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 1-21, January.
    31. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    32. Ayyagari, Meghana & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2011. "Small vs. young firms across the world : contribution to employment, job creation, and growth," Policy Research Working Paper Series 5631, The World Bank.
    33. Ahlin, Christian & Townsend, Robert M., 2007. "Selection into and across credit contracts: Theory and field research," Journal of Econometrics, Elsevier, vol. 136(2), pages 665-698, February.
    34. Banerjee, Abhijit V. & Duflo, Esther, 2005. "Growth Theory through the Lens of Development Economics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 7, pages 473-552, Elsevier.
    35. Chang-Tai Hsieh & Benjamin A. Olken, 2014. "The Missing "Missing Middle"," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 89-108, Summer.
    36. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
    37. Manuela Angelucci & Dean Karlan & Jonathan Zinman, 2015. "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 151-182, January.
    38. Chan, Yuk-Shee & Kanatas, George, 1985. "Asymmetric Valuations and the Role of Collateral in Loan Agreements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 84-95, February.
    39. Alessandro Tarozzi & Jaikishan Desai & Kristin Johnson, 2015. "The Impacts of Microcredit: Evidence from Ethiopia," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 54-89, January.
    40. List, John A. & Shogren, Jason F., 2002. "Calibration of Willingness-to-Accept," Journal of Environmental Economics and Management, Elsevier, vol. 43(2), pages 219-233, March.
    41. Besanko, David & Thakor, Anjan V, 1987. "Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 671-689, October.
    42. Dehejia, Rajeev & Montgomery, Heather & Morduch, Jonathan, 2012. "Do interest rates matter? Credit demand in the Dhaka slums," Journal of Development Economics, Elsevier, vol. 97(2), pages 437-449.
    43. Orazio Attanasio & Britta Augsburg & Ralph De Haas & Emla Fitzsimons & Heike Harmgart, 2015. "The Impacts of Microfinance: Evidence from Joint-Liability Lending in Mongolia," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 90-122, January.
    44. David de Meza & David C. Webb, 1987. "Too Much Investment: A Problem of Asymmetric Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 281-292.
    45. 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.
    46. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-855, September.
    47. Marianna Battaglia & Selim Gulesci & Andreas Madestam, 2024. "Repayment Flexibility and Risk Taking: Experimental Evidence from Credit Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(5), pages 2635-2675.
    48. Wette, Hildegard C, 1983. "Collateral in Credit Rationing in Markets with Imperfect Information: Note," American Economic Review, American Economic Association, vol. 73(3), pages 442-445, June.
    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. Marianna Battaglia & Selim Gulesci & Andreas Madestam, 2024. "Repayment Flexibility and Risk Taking: Experimental Evidence from Credit Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(5), pages 2635-2675.
    2. Rozina Akther, 2022. "Factors associated with small and medium enterprise financing: a study from Bangladesh," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 12(1), pages 265-277, December.

    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. Oriana Bandiera & Robin Burgess & Erika Deserranno & Ricardo Morel & Imran Rasul & Munshi Sulaiman & Jack Thiemel, 2022. "Microfinance and Diversification," Economica, London School of Economics and Political Science, vol. 89(S1), pages 239-275, June.
    2. Jonathan Fu & Annette Krauss, 2024. "Preparing fertile ground: how does the quality of business environments affect MSE growth?," Small Business Economics, Springer, vol. 63(1), pages 51-103, June.
    3. Nakano, Yuko & Magezi, Eustadius F., 2020. "The impact of microcredit on agricultural technology adoption and productivity: Evidence from randomized control trial in Tanzania," World Development, Elsevier, vol. 133(C).
    4. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2015. "Entrepreneurship and Financial Frictions: A Macrodevelopment Perspective," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 409-436, August.
    5. Dagmara Celik Katreniak & Alexey Khazanov & Omer Moav & Zvika Neeman & Hosny Zoabi, 2023. "Why Not Borrow, Invest, and Escape Poverty?," Papers 2305.02546, arXiv.org.
    6. Ernest Liu & Benjamin N. Roth, 2020. "Contractual Restrictions and Debt Traps," Working Papers 2020-30, Princeton University. Economics Department..
    7. Erhardt, Eva, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," MPRA Paper 79294, University Library of Munich, Germany.
    8. Kersten, Renate & Harms, Job & Liket, Kellie & Maas, Karen, 2017. "Small Firms, large Impact? A systematic review of the SME Finance Literature," World Development, Elsevier, vol. 97(C), pages 330-348.
    9. Erhardt, Eva Christine, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," Labour Economics, Elsevier, vol. 47(C), pages 75-95.
    10. Manthos D. Delis & Fulvia Fringuellotti & Steven Ongena, 2020. "Credit and Entrepreneurs’ Income," Staff Reports 929, Federal Reserve Bank of New York.
    11. Karlan, Dean & Knight, Ryan & Udry, Christopher, 2015. "Consulting and capital experiments with microenterprise tailors in Ghana," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 281-302.
    12. Emily Breza & Cynthia Kinnan, 2021. "Measuring the Equilibrium Impacts of Credit: Evidence from the Indian Microfinance Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1447-1497.
    13. Karlan, Dean & Osman, Adam & Zinman, Jonathan, 2016. "Follow the money not the cash: Comparing methods for identifying consumption and investment responses to a liquidity shock," Journal of Development Economics, Elsevier, vol. 121(C), pages 11-23.
    14. Nusrat Abedin Jimi & Plamen V. Nikolov & Mohammad Abdul Malek & Subal Kumbhakar, 2019. "The effects of access to credit on productivity: separating technological changes from changes in technical efficiency," Journal of Productivity Analysis, Springer, vol. 52(1), pages 37-55, December.
    15. Susmita Baulia, 2017. "Take-up of joint and individual liability loans: an analysis with laboratory experiments," Discussion Papers 117, Aboa Centre for Economics.
    16. Baulia, Susmita, 2019. "Take-up of joint and individual liability loans: An analysis with laboratory experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 82(C).
    17. Masselus, Lise & Petrik, Christina & Ankel-Peters, Jörg, 2024. "Lost in the design space? Construct validity in the microfinance literature," Ruhr Economic Papers 1097, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    18. Dahal, Mahesh & Fiala, Nathan, 2020. "What do we know about the impact of microfinance? The problems of statistical power and precision," World Development, Elsevier, vol. 128(C).
    19. Meager, Rachael & Sturdy, Jennifer, 2017. "Aggregating Distributional Treatment Effects: A Bayesian Hierarchical Analysis of the Microcredit Literature," MetaArXiv 7tkvm, Center for Open Science.
    20. Caroline Krafft, 2016. "Understanding the Dynamics of Household Enterprises in Egypt: Birth, Death, Growth and Transformation," Working Papers 983, Economic Research Forum, revised Mar 2016.

    More about this item

    Keywords

    Adverse selection; Interest rates; Collateral; Smes;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of 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:cpr:ceprdp:12742. 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: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    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.