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The pass-through of loan-loss-provisioning on mortgage lending: Evidence from a regulatory change

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  • Calani, Mauricio
  • Paillacar, Manuel

Abstract

Macroprudential policy and instruments are at the center of the discussion when (re)thinking about banking regulation. In particular, sectoral macroprudential devices have gained momentum to curb specific credit markets. However, there is scarce evidence on how, and by how much, these policies affect the credit markets they are intended to target. In this paper, we analyze one such regulation. We study how loan-loss-provisioning (LLP) affects the mortgage lending market. We do so by leveraging a policy change in Chile, that raised provisions, coupled with rich administrative data for the census of all real estate transactions, interest rates on mortgage loans, and bank balance sheet data. We find that the LLP regulation lowered the loan-to-value (LTV) ratio of granted loans by 2.8% and 9.8% for the mean and median borrowers, respectively. Banks with weaker balance sheets showed more extensive adjustments. We also find that the pass-through of higher expected provisioning cost to lending rates was quantitatively very small, reaching an upper bound of 0.2% at most. We argue that this evidence supports the notion that under imperfect information, banks do not compete only in terms of interest rates, but also in lending standards, and this latter channel can dominate the former.

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  • Calani, Mauricio & Paillacar, Manuel, 2022. "The pass-through of loan-loss-provisioning on mortgage lending: Evidence from a regulatory change," Journal of Banking & Finance, Elsevier, vol. 135(C).
  • Handle: RePEc:eee:jbfina:v:135:y:2022:i:c:s0378426621003101
    DOI: 10.1016/j.jbankfin.2021.106359
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    as
    1. Cerutti, Eugenio & Dagher, Jihad & Dell'Ariccia, Giovanni, 2017. "Housing finance and real-estate booms: A cross-country perspective," Journal of Housing Economics, Elsevier, vol. 38(C), pages 1-13.
    2. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
    3. José-Luis Peydró & Francesc R. Tous & Jagdish Tripathy & Arzu Uluc, 2020. "Macroprudential policy, mortgage cycles and distributional effects: Evidence from the UK," Economics Working Papers 1725, Department of Economics and Business, Universitat Pompeu Fabra.
    4. Kuttner, Kenneth N. & Shim, Ilhyock, 2016. "Can non-interest rate policies stabilize housing markets? Evidence from a panel of 57 economies," Journal of Financial Stability, Elsevier, vol. 26(C), pages 31-44.
    5. Albanesi, Stefania & DeGiorgi, Giacomo & Nosal, Jaromir, 2022. "Credit growth and the financial crisis: A new narrative," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 118-139.
    6. Jalan, Jyotsna & Ravallion, Martin, 2003. "Estimating the Benefit Incidence of an Antipoverty Program by Propensity-Score Matching," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 19-30, January.
    7. Jenny Encina, 2013. "Pension Reform in Chile: A Difference in Difference Matching Estimation," Estudios de Economia, University of Chile, Department of Economics, vol. 40(1 Year 20), pages 81-95, June.
    8. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    9. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    10. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    11. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    12. Epure, Mircea & Mihai, Irina & Minoiu, Camelia & Peydró, José-Luis, 2018. "Household Credit, Global Financial Cycle, and Macroprudential Policies: Credit Register Evidence from an Emerging Country," EconStor Preprints 216800, ZBW - Leibniz Information Centre for Economics.
    13. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    14. Sebastian Galiani & Paul Gertler & Ernesto Schargrodsky, 2005. "Water for Life: The Impact of the Privatization of Water Services on Child Mortality," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 83-120, February.
    15. Kinghan, Christina & Lyons, Paul & McCarthy, Yvonne, 2017. "Macroprudential Measures and Irish Mortgage Lending: Insights from H1 2017," Economic Letters 13/EL/17, Central Bank of Ireland.
    16. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    17. Beltratti, Andrea & Benetton, Matteo & Gavazza, Alessandro, 2017. "The role of prepayment penalties in mortgage loans," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 165-179.
    18. 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.
    19. 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.
    20. Itzhak Ben-David, 2011. "Financial Constraints and Inflated Home Prices during the Real Estate Boom," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 55-87, July.
    21. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    22. José Miguel Matus, 2015. "Provisiones por Riesgo de Crédito de la Banca Nacional: Análisis de los Cambios Normativos, Período 1975-2014," Economic Statistics Series 110, Central Bank of Chile.
    23. Petra Moser, 2005. "How Do Patent Laws Influence Innovation? Evidence from Nineteenth-Century World's Fairs," American Economic Review, American Economic Association, vol. 95(4), pages 1214-1236, September.
    24. Park, Kevin A., 2016. "FHA loan performance and adverse selection in mortgage insurance," Journal of Housing Economics, Elsevier, vol. 34(C), pages 82-97.
    25. Raj Chetty & John N. Friedman & Tore Olsen & Luigi Pistaferri, 2011. "Adjustment Costs, Firm Responses, and Micro vs. Macro Labor Supply Elasticities: Evidence from Danish Tax Records," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 749-804.
    26. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    27. Hott, Christian, 2015. "A model of mortgage losses and its applications for macroprudential instruments," Journal of Financial Stability, Elsevier, vol. 16(C), pages 183-194.
    28. Anthony A Defusco & Stephanie Johnson & John Mondragon, 2020. "Regulating Household Leverage," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(2), pages 914-958.
    29. Stefania Albanesi, 2016. "Credit Growth and the Financial Crisis: A New Narrative," 2016 Meeting Papers 575, Society for Economic Dynamics.
    30. Crowe, Christopher & Dell’Ariccia, Giovanni & Igan, Deniz & Rabanal, Pau, 2013. "How to deal with real estate booms: Lessons from country experiences," Journal of Financial Stability, Elsevier, vol. 9(3), pages 300-319.
    31. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, number 9780195102680, Decembrie.
    32. Sebastian Calonico & Matias D. Cattaneo & Rocío Titiunik, 2015. "Optimal Data-Driven Regression Discontinuity Plots," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(512), pages 1753-1769, December.
    33. Michael Lechner, 2002. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(1), pages 59-82, February.
    34. Albertazzi, Ugo & Bottero, Margherita & Sene, Gabriele, 2017. "Information externalities in the credit market and the spell of credit rationing," Journal of Financial Intermediation, Elsevier, vol. 30(C), pages 61-70.
    35. Sina T. Ates & Felipe E. Saffie, 2013. "Project Heterogeneity and Growth: The Impact of Selection," PIER Working Paper Archive 13-011, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    36. Kinghan, Christina & Lyons, Paul & McCarthy, Yvonne & O'Toole, Conor, 2017. "Macroprudential Measures and Irish Mortgage Lending: An Overview of Lending in 2016," Economic Letters 06/EL/17, Central Bank of Ireland.
    37. Van Bekkum, Sjoerd & Gabarró, Marc & Irani, Rustom & Peydró, José-Luis, 2019. "Take It to the Limit? The Effects of Household Leverage Caps," EconStor Preprints 216797, ZBW - Leibniz Information Centre for Economics.
    38. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
    39. 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.
    40. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    41. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
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    More about this item

    Keywords

    Loan-loss-provisioning; Loan-to-value ratio; Banking regulation; Macroprudential policy;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

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