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Borrower leakage from costly screening: Evidence from SME lending in Peru

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  • Arráiz, Irani
  • Bruhn, Miriam
  • Roth, Benjamin N.
  • Ruiz-Ortega, Claudia
  • Stucchi, Rodolfo

Abstract

We provide evidence that commercial lenders in Peru suffer leakages in their loan approval process. Leveraging a discontinuity in the loan approval process of a large bank, we find that receiving a loan approval from the bank causes loan applicants to receive offers from other financial institutions as well. Competing lenders captured almost three quarters of the new loans to previously financially excluded borrowers. Importantly, many of these borrowers never took a loan from our partner bank, even after our partner bank approved them. Lenders may therefore underinvest in screening new borrowers and expanding financial inclusion, as their competitors reap some of the benefit. Our results highlight that information spillovers between lenders may operate outside of credit registries.

Suggested Citation

  • Arráiz, Irani & Bruhn, Miriam & Roth, Benjamin N. & Ruiz-Ortega, Claudia & Stucchi, Rodolfo, 2021. "Borrower leakage from costly screening: Evidence from SME lending in Peru," Journal of Development Economics, Elsevier, vol. 153(C).
  • Handle: RePEc:eee:deveco:v:153:y:2021:i:c:s0304387821000924
    DOI: 10.1016/j.jdeveco.2021.102719
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    References listed on IDEAS

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    1. Sumit Agarwal & Thomas Kigabo & Ms. Camelia Minoiu & Mr. Andrea F Presbitero & Andre Silva, 2018. "Financial Access Under the Microscope," IMF Working Papers 2018/208, International Monetary Fund.
    2. 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.
    3. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust data-driven inference in the regression-discontinuity design," Stata Journal, StataCorp LP, vol. 14(4), pages 909-946, December.
    4. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
    5. Andrew Hertzberg & José María Liberti & Daniel Paravisini, 2011. "Public Information and Coordination: Evidence from a Credit Registry Expansion," Journal of Finance, American Finance Association, vol. 66(2), pages 379-412, April.
    6. Jeremy Burke & Julian Jamison & Dean Karlan & Kata Mihaly & Jonathan Zinman, 2019. "Credit Building or Credit Crumbling? A Credit Builder Loan’s Effects on Consumer Behavior, Credit Scores and Their Predictive Power," NBER Working Papers 26110, National Bureau of Economic Research, Inc.
    7. Frisancho Veronica, 2012. "Signaling Creditworthiness in Peruvian Microfinance Markets: The Role of Information Sharing," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-43, October.
    8. Arraiz,Irani & Bruhn,Miriam & Ruiz Ortega,Claudia & Stucchi,Rodolfo Mario & Arraiz,Irani & Bruhn,Miriam & Ruiz Ortega,Claudia & Stucchi,Rodolfo Mario, 2017. "Are psychometric tools a viable screening method for small and medium-size enterprise lending ? evidence from Peru," Policy Research Working Paper Series 8276, The World Bank.
    9. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    10. Will Dobbie & Paul Goldsmith‐Pinkham & Neale Mahoney & Jae Song, 2020. "Bad Credit, No Problem? Credit and Labor Market Consequences of Bad Credit Reports," Journal of Finance, American Finance Association, vol. 75(5), pages 2377-2419, October.
    11. Liberman, Andres, 2016. "The value of a good credit reputation: Evidence from credit card renegotiations," Journal of Financial Economics, Elsevier, vol. 120(3), pages 644-660.
    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. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    14. 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.
    15. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    16. Frisancho Veronica, 2012. "Signaling Creditworthiness in Peruvian Microfinance Markets: The Role of Information Sharing," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-43, October.
    17. Irani Arráiz & Miriam Bruhn & Rodolfo Stucchi, 2017. "Psychometrics as a Tool to Improve Credit Information," The World Bank Economic Review, World Bank, vol. 30(Supplemen), pages 67-76.
    18. Sutherland, Andrew, 2018. "Does credit reporting lead to a decline in relationship lending? Evidence from information sharing technology," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 123-141.
    19. Karlan, Dean & Burke, Jeremy & Jamison, Julian C. & Mihaly, Kata & Zinman, Jonathan, 2019. "Credit Building or Credit Crumbling? A Credit Builder Loan’s Effects on Consumer Behavior, Credit Scores and Their Predictive," CEPR Discussion Papers 13884, C.E.P.R. Discussion Papers.
    20. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2018. "Manipulation testing based on density discontinuity," Stata Journal, StataCorp LP, vol. 18(1), pages 234-261, March.
    21. de Janvry, Alain & McIntosh, Craig & Sadoulet, Elisabeth, 2010. "The supply- and demand-side impacts of credit market information," Journal of Development Economics, Elsevier, vol. 93(2), pages 173-188, November.
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    More about this item

    Keywords

    Information spillovers; SME Lending; Banking; Financial inclusion;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

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