IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v68y2022i5p3768-3790.html
   My bibliography  Save this article

Shaming Microloan Delinquents: Evidence from a Field Experiment in China

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2021.4007
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2021.4007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. 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.
    3. 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.
    4. Jean Tirole & Roland Bénabou, 2006. "Incentives and Prosocial Behavior," American Economic Review, American Economic Association, vol. 96(5), pages 1652-1678, December.
    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. Ghatak, Maitreesh, 1999. "Group lending, local information and peer selection," Journal of Development Economics, Elsevier, vol. 60(1), pages 27-50, October.
    7. Besley, Timothy & Coate, Stephen, 1995. "Group lending, repayment incentives and social collateral," Journal of Development Economics, Elsevier, vol. 46(1), pages 1-18, February.
    8. 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.
    9. 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.
    10. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1082-1095, October.
    11. 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.
    12. 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.
    13. 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.
    14. Perez-Truglia, Ricardo & Troiano, Ugo, 2018. "Shaming tax delinquents," Journal of Public Economics, Elsevier, vol. 167(C), pages 120-137.
    15. 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.
    16. 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.
    17. Stiglitz, Joseph E, 1990. "Peer Monitoring and Credit Markets," The World Bank Economic Review, World Bank, vol. 4(3), pages 351-366, September.
    18. 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.
    19. Inessa Love & Nataliya Mylenko, 2003. "Credit reporting and financing constraints," Policy Research Working Paper Series 3142, The World Bank.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    28. 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.
    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. Haoyu Gao & Peixuan Zhao & Huiyu Wen, 2023. "How does credit information sharing affect trade credit? Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(5), pages 4909-4938, 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. Perez-Truglia, Ricardo & Troiano, Ugo, 2018. "Shaming tax delinquents," Journal of Public Economics, Elsevier, vol. 167(C), pages 120-137.
    2. Dhami, Sanjit & Arshad, Junaid & al-Nowaihi, Ali, 2022. "Psychological and social motivations in microfinance contracts: Theory and evidence," Journal of Development Economics, Elsevier, vol. 158(C).
    3. Al-Azzam, Moh’d & Parmeter, Christopher F. & Sarangi, Sudipta, 2020. "On the complex relationship between different aspects of social capital and group loan repayment," Economic Modelling, Elsevier, vol. 90(C), pages 92-107.
    4. Selay Sahan & Euan Phimister, 2023. "Repayment performance of joint‐liability microcredits: Metropolitan evidence on social capital and group names," Bulletin of Economic Research, Wiley Blackwell, vol. 75(2), pages 287-311, April.
    5. Martin Brown & Jan Schmitz & Christian Zehnder, 2023. "Moral Constraints, Social Norm Enforcement and Strategic Default in Weak and Strong Economic Conditions," Working Papers 23.03, Swiss National Bank, Study Center Gerzensee.
    6. Carli, Francesco & Suetens, Sigrid & Uras, Burak & Visser, Philine, 2021. "Asymmetric Group Loan Contracts : Experimental Evidence," Other publications TiSEM 918d8091-4038-4d14-af04-8, Tilburg University, School of Economics and Management.
    7. Kibrom A. ABAY & Bethelhem KORU & Gashaw Tadesse ABATE & Guush BERHANE, 2019. "How Should Rural Financial Cooperatives Be Best Organized? Evidence From Ethiopia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 90(1), pages 187-215, March.
    8. Al-Azzam, Moh'd & Carter Hill, R. & Sarangi, Sudipta, 2012. "Repayment performance in group lending: Evidence from Jordan," Journal of Development Economics, Elsevier, vol. 97(2), pages 404-414.
    9. Orazio Attanasio & Britta Augsburg & Ralph De Haas, 2019. "Microcredit Contracts, Risk Diversification and Loan Take-Up," Journal of the European Economic Association, European Economic Association, vol. 17(6), pages 1797-1842.
    10. Hameem Raees Chowdhury, 2016. "Joint-Liability in Microcredit: Evidence from Bangladesh," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 44(1), pages 105-129, March.
    11. Aga, B.K. & Tesfay, G.B., 2018. "How Should Rural Financial Cooperatives Be Best Organized? Evidence from Ethiopia," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277735, International Association of Agricultural Economists.
    12. Thilo Klein, 2015. "Does Anti-Diversification Pay? A One-Sided Matching Model of Microcredit," Cambridge Working Papers in Economics 1521, Faculty of Economics, University of Cambridge.
    13. Joel M. Guttman, 2006. "Repayment Performance in Group Lending Programs: A Survey," NFI Working Papers 2006-WP-01, Indiana State University, Scott College of Business, Networks Financial Institute.
    14. Hisaki Kono, 2006. "Is group lending a good enforcement scheme for achieving high repayment rates? Evidence from field experiments in vietnam," Artefactual Field Experiments 00075, The Field Experiments Website.
    15. 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.
    16. Laptieva, Nataliia, 2016. "Information sharing and the volume of private credit in transition: Evidence from Ukrainian bank-level panel dataAuthor-Name: Grajzl, Peter," Journal of Comparative Economics, Elsevier, vol. 44(2), pages 434-449.
    17. Xavier Giné & Pamela Jakiela & Dean Karlan & Jonathan Morduch, 2010. "Microfinance Games," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 60-95, July.
    18. Nicholas Sabin, 2023. "Choosing partners: selection priorities of joint liability group leaders," Empirical Economics, Springer, vol. 64(1), pages 323-348, January.
    19. Czura, Kristina, 2015. "Pay, peek, punish? Repayment, information acquisition and punishment in a microcredit lab-in-the-field experiment," Journal of Development Economics, Elsevier, vol. 117(C), pages 119-133.
    20. Barboni, Giorgia & Cardenas, Juan Camilo & de Roux, Nicolas, 2022. "Behavioral Messages and Debt Repayment," CAGE Online Working Paper Series 633, Competitive Advantage in the Global Economy (CAGE).

    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:inm:ormnsc:v:68:y:2022:i:5:p:3768-3790. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.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.