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The impact of house prices on consumer credit: evidence from an internet bank

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  • Christopher Crowe
  • Rodney Ramcharan

Abstract

This paper shows that house price fluctuations can have a significant impact on credit markets well beyond the mortgage segment. Using new data from Prosper.com, a peer to peer lending site that matches borrowers and lenders to provide unsecured consumer loans, we find evidence that home owners in states with declining house prices face higher interest rates and greater rationing of credit, while also becoming delinquent faster. Investigating the mechanism, we find separate supply and demand effects, and especially large effects for those subprime borrowers whose balance sheets are likely to be most exposed to asset price declines. This evidence suggests that asset price fluctuations can play an important part in determining credit conditions and are thus a potentially significant mechanism for propagating macroeconomic shocks.

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  • Christopher Crowe & Rodney Ramcharan, 2012. "The impact of house prices on consumer credit: evidence from an internet bank," Finance and Economics Discussion Series 2012-60, Board of Governors of the Federal Reserve System (U.S.).
  • Handle: RePEc:fip:fedgfe:2012-60
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    1. Chen, Nan-Kuang, 2001. "Bank net worth, asset prices and economic activity," Journal of Monetary Economics, Elsevier, vol. 48(2), pages 415-436, October.
    2. Reint Gropp & John Karl Scholz & Michelle J. White, 1997. "Personal Bankruptcy and Credit Supply and Demand," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 217-251.
    3. Niels Hermes & Robert Lensink, 2007. "Impact of microfinance: a critical survey," ULB Institutional Repository 2013/14196, ULB -- Universite Libre de Bruxelles.
    4. Victor Rios-Rull & Dean Corbae: & Satyajit Chatterjee, 2011. "A Theory of Credit Scoring and the Competitive Pricing of Default Risk," 2011 Meeting Papers 1115, Society for Economic Dynamics.
    5. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    6. Edward E. Leamer, 2007. "Housing is the business cycle," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 149-233.
    7. William Adams & Liran Einav & Jonathan Levin, 2009. "Liquidity Constraints and Imperfect Information in Subprime Lending," American Economic Review, American Economic Association, vol. 99(1), pages 49-84, March.
    8. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    9. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    10. Todd Sinai & Nicholas S. Souleles, 2005. "Owner-Occupied Housing as a Hedge Against Rent Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 763-789.
    11. Campbell, John Y. & Cocco, Joao F., 2007. "How do house prices affect consumption? Evidence from micro data," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 591-621, April.
    12. David B. Gross, 2002. "An Empirical Analysis of Personal Bankruptcy and Delinquency," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 319-347, March.
    13. Berger, Allen N & Udell, Gregory F, 1992. "Some Evidence on the Empirical Significance of Credit Rationing," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 1047-1077, October.
    14. John Muellbauer & Anthony Murphy, 2008. "Housing markets and the economy: the assessment," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(1), pages 1-33, spring.
    15. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    16. Christopher D. Carroll & Wendy E. Dunn, 1997. "Unemployment Expectations, Jumping (S,s) Triggers, and Household Balance Sheets," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 165-230, National Bureau of Economic Research, Inc.
    17. Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1449-1496.
    18. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    19. 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.
    20. Giovanni Dell’ariccia & Deniz Igan & Luc Laeven, 2012. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 367-384, March.
    21. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    22. Christopher D. Carroll & Misuzu Otsuka & Jirka Slacalek, 2006. "How Large Is the Housing Wealth Effect? A New Approach," NBER Working Papers 12746, National Bureau of Economic Research, Inc.
    23. John Y. Campbell & N. Gregory Mankiw, 1989. "Consumption, Income, and Interest Rates: Reinterpreting the Time Series Evidence," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 185-246, National Bureau of Economic Research, Inc.
    24. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    25. 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.
    26. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    27. Karen M. Pence, 2006. "Foreclosing on Opportunity: State Laws and Mortgage Credit," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 177-182, February.
    28. Berkowitz, Jeremy & Hynes, Richard, 1999. "Bankruptcy Exemptions and the Market for Mortgage Loans," Journal of Law and Economics, University of Chicago Press, vol. 42(2), pages 809-830, October.
    29. Aoki, Kosuke & Proudman, James & Vlieghe, Gertjan, 2004. "House prices, consumption, and monetary policy: a financial accelerator approach," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 414-435, October.
    30. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    31. Harald Hau & Hélène Rey, 2006. "Exchange Rates, Equity Prices, and Capital Flows," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 273-317.
    32. Jose M. Liberti & Atif R. Mian, 2009. "Estimating the Effect of Hierarchies on Information Use," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4057-4090, October.
    33. Charles W. Calomiris & Stanley D. Longhofer & William Miles, 2008. "The Foreclosure-House Price Nexus: Lessons from the 2007-2008 Housing Turmoil," NBER Working Papers 14294, National Bureau of Economic Research, Inc.
    34. repec:fth:jonhop:386 is not listed on IDEAS
    35. Mark Doms & Frederick T. Furlong & John Krainer, 2007. "Subprime mortgage delinquency rates," Working Paper Series 2007-33, Federal Reserve Bank of San Francisco.
    36. Patrick Bajari & Chenghuan Sean Chu & Minjung Park, 2008. "An Empirical Model of Subprime Mortgage Default From 2000 to 2007," NBER Working Papers 14625, National Bureau of Economic Research, Inc.
    37. Mario Cleves & William W. Gould & Roberto G. Gutierrez & Yulia Marchenko, 2010. "An Introduction to Survival Analysis Using Stata," Stata Press books, StataCorp LP, edition 3, number saus3, March.
    38. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
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    2. David C. Ling & Joseph T.L. Ooi & Thao T.T. Le, 2015. "Explaining House Price Dynamics: Isolating the Role of Nonfundamentals," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 87-125, March.
    3. Demir, Tolga & Mohammadi, Ali & Shafi, Kourosh, 2022. "Crowdfunding as gambling: Evidence from repeated natural experiments," Journal of Corporate Finance, Elsevier, vol. 77(C).
    4. Jing You & Xinxin Ding & Miguel Niño-Zarazúa & Sangui Wang, 2015. "Lofty pine and clinging vine: The educational 'Great Gatsby Curve' and the role of house prices," WIDER Working Paper Series wp-2015-147, World Institute for Development Economic Research (UNU-WIDER).
    5. Efraim Benmelech & Ralf R. Meisenzahl & Rodney Ramcharan, 2017. "The Real Effects of Liquidity During the Financial Crisis: Evidence from Automobiles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 317-365.
    6. SY Mouhamadou, 2015. "Working Paper 228 - Overborrowing and Balance of Payments Imbalances in a Monetary Union," Working Paper Series 2320, African Development Bank.
    7. Brett A. Mccully & Karen M. Pence & Daniel J. Vine, 2019. "How Much Are Car Purchases Driven by Home Equity Withdrawal?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(5), pages 1403-1426, August.
    8. Andreas Dietrich & Reto Rey, 2020. "What Matters to Individual Investors: Price Setting in Online Auctions of P2P Consumer Loans," Papers 2003.11347, arXiv.org, revised Dec 2022.
    9. Jagtiani, Julapa & Lemieux, Catharine, 2018. "Do fintech lenders penetrate areas that are underserved by traditional banks?," Journal of Economics and Business, Elsevier, vol. 100(C), pages 43-54.
    10. Sewin Chan & Andrew Haughwout & Andrew Hayashi & Wilbert Van Der Klaauw, 2016. "Determinants of Mortgage Default and Consumer Credit Use: The Effects of Foreclosure Laws and Foreclosure Delays," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 393-413, March.
    11. Yiyi Bai & Zhisheng Li & Huan Liu, 2019. "Financial outreach and household financial constraint," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(5), pages 1503-1523, March.
    12. Kapinos, Pavel & Gurley-Calvez, Tami & Kapinos, Kandice, 2016. "(Un)expected housing price changes: Identifying the drivers of small business finance," Journal of Economics and Business, Elsevier, vol. 84(C), pages 79-94.
    13. Chen, Xin & Qin, Yaohua & Xiao, He & Zhang, Yifei, 2019. "Microfinancing and Home-purchase Restrictions: Evidence from the Online “Peer-to-Peer” Lending in China," MPRA Paper 95375, University Library of Munich, Germany.
    14. Salvador Climent-Serrano, 2019. "Effects of economic variables on NPLs depending on the economic cycle," Empirical Economics, Springer, vol. 56(1), pages 325-340, January.
    15. Mouhamadou Sy, 2016. "Overborrowing and Balance of Payments Imbalances in a Monetary Union," Review of International Economics, Wiley Blackwell, vol. 24(1), pages 67-98, February.
    16. Pankaj Kumar Maskara & Emre Kuvvet & Gengxuan Chen, 2021. "The role of P2P platforms in enhancing financial inclusion in the United States: An analysis of peer‐to‐peer lending across the rural–urban divide," Financial Management, Financial Management Association International, vol. 50(3), pages 747-774, September.
    17. Demir, Tolga & Mohammad, Ali & Shafi, Kourosh, 2019. "Crowdfunding as Gambling: Evidence from Repeated Natural Experiments," Working Paper Series in Economics and Institutions of Innovation 481, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    18. Jing You & Xinxin Ding & Miguel Niño-Zarazúa & Sangui Wang, 2015. "Lofty pine and clinging vine: The educational ‘Great Gatsby Curve’ and the role of house prices," WIDER Working Paper Series 147, World Institute for Development Economic Research (UNU-WIDER).

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