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Explaining the cyclical volatility of consumer debt risk using a heterogeneous agents model: The case of Chile

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  • Madeira, Carlos

Abstract

Previous studies of consumer debt risk estimate low sensitivities to negative shocks, contradicting the historical data. This work proposes a heterogeneous agents model of household finances and credit risk. Families suffer labor income shocks and choose from a menu of loans contracts, defaulting on debt commitments when unable to finance minimum consumption standards. Using a variety of survey data I simulate household credit default for Chile over the last 20 years, replicating successfully the highs and lows of consumer delinquency. Some households are shown to be highly vulnerable to changes in interest rates, credit maturities and liquidity.

Suggested Citation

  • Madeira, Carlos, 2018. "Explaining the cyclical volatility of consumer debt risk using a heterogeneous agents model: The case of Chile," Journal of Financial Stability, Elsevier, vol. 39(C), pages 209-220.
  • Handle: RePEc:eee:finsta:v:39:y:2018:i:c:p:209-220
    DOI: 10.1016/j.jfs.2017.03.005
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    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. The Eurosystem Household Finance and Consumption Network, 2009. "Survey data on household finance and consumption - research summary and policy use," Occasional Paper Series 100, European Central Bank.
    3. 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.
    4. Makoto Nakajima & José-Víctor Ríos-Rull, 2014. "Credit, Bankruptcy, and Aggregate Fluctuations," NBER Working Papers 20617, National Bureau of Economic Research, Inc.
    5. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    6. Raj Chetty & Adam Szeidl, 2007. "Consumption Commitments and Risk Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 831-877.
    7. Roland Beck & Petr Jakubik & Anamaria Piloiu, 2015. "Key Determinants of Non-performing Loans: New Evidence from a Global Sample," Open Economies Review, Springer, vol. 26(3), pages 525-550, July.
    8. Rubio, Margarita & Carrasco-Gallego, José A., 2016. "The new financial regulation in Basel III and monetary policy: A macroprudential approach," Journal of Financial Stability, Elsevier, vol. 26(C), pages 294-305.
    9. repec:zbw:bofrdp:2007_005 is not listed on IDEAS
    10. Sumit Agarwal & Bhashkar Mazumder, 2013. "Cognitive Abilities and Household Financial Decision Making," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 193-207, January.
    11. Agénor, Pierre-Richard & Pereira da Silva, Luiz, 2017. "Cyclically adjusted provisions and financial stability," Journal of Financial Stability, Elsevier, vol. 28(C), pages 143-162.
    12. Satyajit Chatterjee & Dean Corbae & Makoto Nakajima & José-Víctor Ríos-Rull, 2007. "A Quantitative Theory of Unsecured Consumer Credit with Risk of Default," Econometrica, Econometric Society, vol. 75(6), pages 1525-1589, November.
    13. Stephen Cecchetti & Madhusudan Mohanty & Fabrizio Zampolli, 2011. "The real effects of debt," BIS Working Papers 352, Bank for International Settlements.
    14. Kristopher Gerardi & Kyle F. Herkenhoff & Lee E. Ohanian & Paul S. Willen, 2018. "Can’t Pay or Won’t Pay? Unemployment, Negative Equity, and Strategic Default," The Review of Financial Studies, Society for Financial Studies, vol. 31(3), pages 1098-1131.
    15. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
    16. Gruber, Jonathan, 1997. "The Consumption Smoothing Benefits of Unemployment Insurance," American Economic Review, American Economic Association, vol. 87(1), pages 192-205, March.
    17. Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
    18. Kartik Arthreya & Juan Sanchez & Xuan Tam & Eric Young, 2015. "Labor Market Upheaval, Default Regulation, and Consumer Debt," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(1), pages 32-52, January.
    19. Christopher D. Carroll, 1994. "How does Future Income Affect Current Consumption?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 111-147.
    20. Ampudia, Miguel & van Vlokhoven, Has & Żochowski, Dawid, 2016. "Financial fragility of euro area households," Journal of Financial Stability, Elsevier, vol. 27(C), pages 250-262.
    21. Per Krusell & Anthony A. Smith & Jr., 1998. "Income and Wealth Heterogeneity in the Macroeconomy," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 867-896, October.
    22. Sydney Ludvigson, 1999. "Consumption And Credit: A Model Of Time-Varying Liquidity Constraints," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 434-447, August.
    23. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    24. Rinaldi, Laura & Sanchis-Arellano, Alicia, 2006. "Household debt sustainability: what explains household non-performing loans? An empirical analysis," Working Paper Series 570, European Central Bank.
    25. Brunner, Karl & Meltzer, Allan H., 1976. "The Phillips curve," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 1-18, January.
    26. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    27. Igor Livshits & James C. Mac Gee & Michèle Tertilt, 2016. "The Democratization of Credit and the Rise in Consumer Bankruptcies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(4), pages 1673-1710.
    28. Liran Einav & Mark Jenkins & Jonathan Levin, 2012. "Contract Pricing in Consumer Credit Markets," Econometrica, Econometric Society, vol. 80(4), pages 1387-1432, July.
    29. Carroll, Christopher D. & Samwick, Andrew A., 1997. "The nature of precautionary wealth," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 41-71, September.
    30. 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.
    31. Carlos Madeira, 2015. "Identification of Earning Dynamics using Rotating Samples over Short Periods: The Case of Chile," Working Papers Central Bank of Chile 754, Central Bank of Chile.
    32. Stephen G. Cecchetti & Sunil Mohanty & Fabrizio Zampolli, 2011. "Achieving growth amid fiscal imbalances: the real effects of debt," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 145-196.
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    Citations

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    Cited by:

    1. Carlos Madeira, 2019. "Computing population weights for the EFH survey," Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 22(1), pages 004-026, April.
    2. Madeira, Carlos, 2023. "The evolution of consumption inequality and risk-insurance in Chile," Emerging Markets Review, Elsevier, vol. 54(C).
    3. Madeira, Carlos, 2019. "Measuring the covariance risk of consumer debt portfolios," Journal of Economic Dynamics and Control, Elsevier, vol. 104(C), pages 21-38.
    4. Carlos Madeira, 2022. "The double impact of deep social unrest and a pandemic: Evidence from Chile," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 135-171, February.
    5. Cifuentes, Rodrigo & Margaretic, Paula & Saavedra, Trinidad, 2020. "Measuring households' financial vulnerabilities from consumer debt: Evidence from Chile," Emerging Markets Review, Elsevier, vol. 43(C).
    6. Tomasz Korol, 2021. "Evaluation of the Macro- and Micro-Economic Factors Affecting the Financial Energy of Households," Energies, MDPI, vol. 14(12), pages 1-14, June.
    7. Madeira, Carlos, 2021. "The potential impact of financial portability measures on mortgage refinancing: Evidence from Chile," Journal of International Money and Finance, Elsevier, vol. 117(C).
    8. Sof'a Gallardo & Carlos Madeira, 2022. "The role of financial surveys for economic research and policy making in emerging markets," Chapters, in: Duc K. Nguyen (ed.), Handbook of Banking and Finance in Emerging Markets, chapter 36, pages 676-686, Edward Elgar Publishing.
    9. Carlos Madeira, 2020. "The impact of information laws on consumer credit access: evidence from Chile," Working Papers Central Bank of Chile 873, Central Bank of Chile.
    10. Madeira, Carlos, 2019. "The impact of interest rate ceilings on households’ credit access: Evidence from a 2013 Chilean legislation," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 166-179.
    11. Madeira, Carlos, 2021. "The long term impact of Chilean policy reforms on savings and pensions," The Journal of the Economics of Ageing, Elsevier, vol. 19(C).
    12. Carlos Madeira, 2023. "Adverse selection, loan access and default behavior in the Chilean consumer debt market," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-29, December.
    13. Rodrigo Cifuentes & Felipe Martínez, 2020. "Over-indebtedness in Households: Measurement and Determinants," Working Papers Central Bank of Chile 869, Central Bank of Chile.

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    More about this item

    Keywords

    Credit supply; Consumer credit; Default risk; Business cycle fluctuations; Unemployment shocks;
    All these keywords.

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • G01 - Financial Economics - - General - - - Financial Crises
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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