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Shaming Microloan Delinquents: Evidence from a Field Experiment in China

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  • Di Bu

    (Department of Applied Finance, Business School, Macquarie University, Macquarie Park New South Wales 2109, Australia)

  • Yin Liao

    (Department of Applied Finance, Business School, Macquarie University, Macquarie Park New South Wales 2109, Australia)

Abstract

We study the effects of village credit information sharing on individual microloan repayment, using a randomized experiment with loan applicants from 40 villages in rural China. In our main treatment, customers received a message on the loan application form that “overdue payment (40 days after each installment due date) will be considered for public disclosure among the village by showing debtors’ names on a blackboard outside the village office of the microlending institution.” On average, this social appeal reduces the share of delinquents and the individual delinquency rate by 18.6% and 5.6% from baseline rates of 79.5% and 15.2%, respectively. The effects appear more pronounced among male and older borrowers. Additional treatments help to benchmark the effect against lender credit information sharing and separate the effects on adverse selection and moral hazard. Mechanism analysis shows that the publicly disclosed “blacklist” of delinquents affects borrowers’ repayment behaviors, partially through borrowers’ fear of losing informal risk insurance from the village society and predominately through public shaming penalties. Overall, these results support that, in traditional societies, social appeals can provide not only pecuniary, but also psychological incentives to improve loan repayment. Psychological incentives, to some extent, have stronger effects.

Suggested Citation

  • Di Bu & Yin Liao, 2022. "Shaming Microloan Delinquents: Evidence from a Field Experiment in China," Management Science, INFORMS, vol. 68(5), pages 3768-3790, May.
  • Handle: RePEc:inm:ormnsc:v:68:y:2022:i:5:p:3768-3790
    DOI: 10.1287/mnsc.2021.4007
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    References listed on IDEAS

    as
    1. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    2. Rajkamal Iyer & Manju Puri, 2012. "Understanding Bank Runs: The Importance of Depositor-Bank Relationships and Networks," American Economic Review, American Economic Association, vol. 102(4), pages 1414-1445, June.
    3. Jean Tirole & Roland Bénabou, 2006. "Incentives and Prosocial Behavior," American Economic Review, American Economic Association, vol. 96(5), pages 1652-1678, December.
    4. Besley, Timothy & Coate, Stephen, 1995. "Group lending, repayment incentives and social collateral," Journal of Development Economics, Elsevier, vol. 46(1), pages 1-18, February.
    5. Martin Brown & Christian Zehnder, 2007. "Credit Reporting, Relationship Banking, and Loan Repayment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(8), pages 1883-1918, December.
    6. Perez-Truglia, Ricardo & Troiano, Ugo, 2018. "Shaming tax delinquents," Journal of Public Economics, Elsevier, vol. 167(C), pages 120-137.
    7. Posner, Richard A, 1980. "A Theory of Primitive Society, with Special Reference to Law," Journal of Law and Economics, University of Chicago Press, vol. 23(1), pages 1-53, April.
    8. Devin G. Pope & Justin R. Sydnor, 2011. "What’s in a Picture?: Evidence of Discrimination from Prosper.com," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 53-92.
    9. Stiglitz, Joseph E, 1990. "Peer Monitoring and Credit Markets," The World Bank Economic Review, World Bank, vol. 4(3), pages 351-366, September.
    10. Inessa Love & Nataliya Mylenko, 2003. "Credit reporting and financing constraints," Policy Research Working Paper Series 3142, The World Bank.
    11. Delmas, Magali A. & Lessem, Neil, 2014. "Saving power to conserve your reputation? The effectiveness of private versus public information," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 353-370.
    12. Jappelli, Tullio & Pagano, Marco, 2002. "Information sharing, lending and defaults: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(10), pages 2017-2045, October.
    13. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2013. "The Determinants of Attitudes toward Strategic Default on Mortgages," Journal of Finance, American Finance Association, vol. 68(4), pages 1473-1515, August.
    14. Roland Bénabou & Jean Tirole, 2003. "Intrinsic and Extrinsic Motivation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(3), pages 489-520.
    15. Ricardo Perez-Truglia & Guillermo Cruces, 2017. "Partisan Interactions: Evidence from a Field Experiment in the United States," Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 1208-1243.
    16. Ghatak, Maitreesh, 1999. "Group lending, local information and peer selection," Journal of Development Economics, Elsevier, vol. 60(1), pages 27-50, October.
    17. Alessandra Cassar & Luke Crowley & Bruce Wydick, 2007. "The effect of social capital on group loan repayment: evidence from field experiments," Economic Journal, Royal Economic Society, vol. 117(517), pages 85-106, February.
    18. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1082-1095, October.
    19. Doblas-Madrid, Antonio & Minetti, Raoul, 2013. "Sharing information in the credit market: Contract-level evidence from U.S. firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 198-223.
    20. Abhijit V. Banerjee & Timothy Besley & Timothy W. Guinnane, 1994. "Thy Neighbor's Keeper: The Design of a Credit Cooperative with Theory and a Test," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 491-515.
    21. Hallsworth, Michael & List, John A. & Metcalfe, Robert D. & Vlaev, Ivo, 2017. "The behavioralist as tax collector: Using natural field experiments to enhance tax compliance," Journal of Public Economics, Elsevier, vol. 148(C), pages 14-31.
    22. Luminita Postelnicu & Niels Hermes & Roselia Servin, 2019. "External Social Ties and Loan Repayment of Group Lending Members: A Case Study of Pro Mujer Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 55(8), pages 1784-1798, August.
    23. 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.
    24. Wydick, Bruce, 1999. "Can Social Cohesion Be Harnessed to Repair Market Failures? Evidence from Group Lending in Guatemala," Economic Journal, Royal Economic Society, vol. 109(457), pages 463-475, July.
    25. Kahan, Dan M & Posner, Eric A, 1999. "Shaming White-Collar Criminals: A Proposal for Reform of the Federal Sentencing Guidelines," Journal of Law and Economics, University of Chicago Press, vol. 42(1), pages 365-391, April.
    26. Gerber, Alan S. & Green, Donald P. & Larimer, Christopher W., 2008. "Social Pressure and Voter Turnout: Evidence from a Large-Scale Field Experiment," American Political Science Review, Cambridge University Press, vol. 102(1), pages 33-48, February.
    27. Joel Slemrod & Obeid Ur Rehman & Mazhar Waseem & Mazhar Waseem, 2019. "Pecuniary and Non-Pecuniary Motivations for Tax Compliance: Evidence from Pakistan," CESifo Working Paper Series 7731, CESifo.
    28. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
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