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Do Financial Constraints Cool a Housing Boom?

Author

Listed:
  • Lu Han

    (Rotman School of Management, University of Toronto)

  • Chandler Lutz

    (Department of Economics, Copenhagen Business School)

  • Benjamin Sand

    (Department of Economics, York University)

  • Derek Stacey

    (Department of Economics, Ryerson University)

Abstract

We study the housing market implications of financial constraints by exploiting a regulatory change that withholds access to mortgage insurance when homes sell for $1 million or more, effectively increasing the downpayment requirement at the threshold. We motivate our listing and sales price analysis by advancing a model of competing auctions with constrained bidders. Using Toronto data, we find sharp excess bunching for homes listed but not sold at $1M, along with changes to bidding intensity around the $1M threshold. Everything considered, our analysis points to the importance of designing macroprudential policies that recognize the strategic responses of market participants.

Suggested Citation

  • Lu Han & Chandler Lutz & Benjamin Sand & Derek Stacey, 2018. "Do Financial Constraints Cool a Housing Boom?," Working Papers 073, Toronto Metropolitan University, Department of Economics.
  • Handle: RePEc:rye:wpaper:wp073
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    1. Sumit Agarwal & Gene Amromin & Itzhak Ben-David & Souphala Chomsisengphet & Tomasz Piskorski & Amit Seru, 2017. "Policy Intervention in Debt Renegotiation: Evidence from the Home Affordable Modification Program," Journal of Political Economy, University of Chicago Press, vol. 125(3), pages 654-712.
    2. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    3. Susan Wachter & Man Cho & Moon Joong Tcha (ed.), 2014. "The Global Financial Crisis and Housing," Books, Edward Elgar Publishing, number 15685.
    4. Jason Allen & Timothy Grieder & Brian Peterson & Tom Roberts, 2016. "The Impact of Macroprudential Housing Finance Tools in Canada: 2005–10," Staff Working Papers 16-41, Bank of Canada.
    5. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    6. Lester, Benjamin & Visschers, Ludo & Wolthoff, Ronald, 2015. "Meeting technologies and optimal trading mechanisms in competitive search markets," Journal of Economic Theory, Elsevier, vol. 155(C), pages 1-15.
    7. 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.
    8. Genesove, David & Han, Lu, 2012. "Search and matching in the housing market," Journal of Urban Economics, Elsevier, vol. 72(1), pages 31-45.
    9. Wojciech Kopczuk & David Munroe, 2015. "Mansion Tax: The Effect of Transfer Taxes on the Residential Real Estate Market," American Economic Journal: Economic Policy, American Economic Association, vol. 7(2), pages 214-257, May.
    10. Mr. Ivo Krznar & Mr. James Morsink, 2014. "With Great Power Comes Great Responsibility: Macroprudential Tools at Work in Canada," IMF Working Papers 2014/083, International Monetary Fund.
    11. Rebecca Diamond & Petra Persson, 2016. "The Long-term Consequences of Teacher Discretion in Grading of High-stakes Tests," NBER Working Papers 22207, National Bureau of Economic Research, Inc.
    12. John V. Duca & John Muellbauer & Anthony Murphy, 2011. "House Prices and Credit Constraints: Making Sense of the US Experience," Economic Journal, Royal Economic Society, vol. 121(552), pages 533-551, May.
    13. Derek Stacey, 2016. "Commitment And Costly Signaling In Decentralized Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57(4), pages 1507-1533, November.
    14. 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.
    15. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    16. David Genesove & Christopher Mayer, 2001. "Loss Aversion and Seller Behavior: Evidence from the Housing Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1233-1260.
    17. François Ortalo-Magné & Sven Rady, 2006. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints ," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(2), pages 459-485.
    18. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    19. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    20. Erik Hurst & Annamaria Lusardi, 2004. "Liquidity Constraints, Household Wealth, and Entrepreneurship," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 319-347, April.
    21. Han, Lu & Strange, William C., 2016. "What is the role of the asking price for a house?," Journal of Urban Economics, Elsevier, vol. 93(C), pages 115-130.
    22. James Albrecht & Pieter Gautier & Susan Vroman, 2016. "Directed Search in the Housing Market," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 19, pages 218-231, January.
    23. 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.
    24. Atif Mian & Amir Sufi, 2011. "House Prices, Home Equity-Based Borrowing, and the US Household Leverage Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 2132-2156, August.
    25. Yeon-Koo Che & Ian Gale, 1998. "Standard Auctions with Financially Constrained Bidders," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(1), pages 1-21.
    26. Douglas J. Elliott & Greg Feldberg & Andreas Lehnert, 2013. "The history of cyclical macroprudential policy in the United States," Finance and Economics Discussion Series 2013-29, Board of Governors of the Federal Reserve System (U.S.).
    27. McAfee, R Preston, 1993. "Mechanism Design by Competing Sellers," Econometrica, Econometric Society, vol. 61(6), pages 1281-1312, November.
    28. Krainer, John, 2001. "A Theory of Liquidity in Residential Real Estate Markets," Journal of Urban Economics, Elsevier, vol. 49(1), pages 32-53, January.
    29. Allen Head & Huw Lloyd-Ellis & Hongfei Sun, 2014. "Search, Liquidity, and the Dynamics of House Prices and Construction," American Economic Review, American Economic Association, vol. 104(4), pages 1172-1210, April.
    30. Vigdor, Jacob L., 2006. "Liquidity constraints and housing prices: Theory and evidence from the VA Mortgage Program," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1579-1600, September.
    31. Benoit Julien & John Kennes & Ian King, 2000. "Bidding for Labor," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 3(4), pages 619-649, October.
    32. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    33. Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
    34. Peter Linneman & Susan Wachter, 1989. "The Impacts of Borrowing Constraints on Homeownership," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 17(4), pages 389-402, December.
    35. Fumio Hayashi, 1985. "The Effect of Liquidity Constraints on Consumption: A Cross-Sectional Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(1), pages 183-206.
    36. Peters, Michael & Severinov, Sergei, 1997. "Competition among Sellers Who Offer Auctions Instead of Prices," Journal of Economic Theory, Elsevier, vol. 75(1), pages 141-179, July.
    37. Kotowski, Maciej H., 2020. "First-price auctions with budget constraints," Theoretical Economics, Econometric Society, vol. 15(1), January.
    38. Olivier Blanchard & Giovanni Dell’Ariccia & Paolo Mauro, 2010. "Rethinking Macroeconomic Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 199-215, September.
    39. Alina Arefeva, 2016. "How Auctions Amplify House-Price Fluctuations," 2016 Meeting Papers 714, Society for Economic Dynamics.
    40. Antonia Díaz & Belén Jerez, 2013. "House Prices, Sales, And Time On The Market: A Search‐Theoretic Framework," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54, pages 837-872, August.
    41. Wheaton, William C, 1990. "Vacancy, Search, and Prices in a Housing Market Matching Model," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1270-1292, December.
    42. Henrik J. Kleven & Mazhar Waseem, 2013. "Using Notches to Uncover Optimization Frictions and Structural Elasticities: Theory and Evidence from Pakistan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 669-723.
    43. Jeremy C. Stein, 1995. "Prices and Trading Volume in the Housing Market: A Model with Down-Payment Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 379-406.
    44. Jim Berkovec & Yan Chang & Douglas A. McManus, 2012. "Alternative Lending Channels and the Crisis in U.S. Housing Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 40, pages 8-31, December.
    45. Derek Stacey, 2016. "Commitment And Costly Signaling In Decentralized Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57, pages 1507-1533, November.
    46. Andreas Lehnert, 2004. "Housing, consumption, and credit constraints," Finance and Economics Discussion Series 2004-63, Board of Governors of the Federal Reserve System (U.S.).
    47. Gyourko, Joseph & Linneman, Peter & Wachter, Susan, 1999. "Analyzing the Relationships among Race, Wealth, and Home Ownership in America," Journal of Housing Economics, Elsevier, vol. 8(2), pages 63-89, June.
    48. James Albrecht & Pieter A. Gautier & Susan Vroman, 2014. "Efficient Entry in Competing Auctions," American Economic Review, American Economic Association, vol. 104(10), pages 3288-3296, October.
    49. Best, Michael Carlos & Cloyne, James & Ilzetzki, Ethan & Kleven, Henrik Jacobsen, 2015. "Interest rates, debt and intertemporal allocation: evidence from notched mortgage contracts in the United Kingdom," Bank of England working papers 543, Bank of England.
    50. Olivier Blanchard & Giovanni Dell'Ariccia & Paolo Mauro, 2010. "Rethinking Macroeconomic Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 199-215, September.
    51. Che, Yeon-Koo & Gale, Ian, 1996. "Expected revenue of all-pay auctions and first-price sealed-bid auctions with budget constraints," Economics Letters, Elsevier, vol. 50(3), pages 373-379, March.
    52. Williams, Joseph T, 1995. "Pricing Real Assets with Costly Search," The Review of Financial Studies, Society for Financial Studies, vol. 8(1), pages 55-90.
    53. Slemrod, Joel & Weber, Caroline & Shan, Hui, 2017. "The behavioral response to housing transfer taxes: Evidence from a notched change in D.C. policy," Journal of Urban Economics, Elsevier, vol. 100(C), pages 137-153.
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    2. Allen, Jason & Grieder, Timothy & Peterson, Brian & Roberts, Tom, 2020. "The impact of macroprudential housing finance tools in canada," Journal of Financial Intermediation, Elsevier, vol. 42(C).
    3. Nitzan Tzur-Ilan, 2018. "LTV Limits and Borrower Risk," Bank of Israel Working Papers 2018.12, Bank of Israel.
    4. Gerth, Florian & Temnov, Grigory, 2021. "New Ways of Modeling Loan-to-Income Distributions and their Evolution in Time - A Probability Copula Approach," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 217-236.
    5. Kiana Basiri & Babak Mahmoudi & Chenggang Zhou, 2023. "Who benefits the most? Risk pooling in mortgage loan insurance: Evidence from the Canadian mortgage market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(2), pages 311-337, March.
    6. Kinghan, Christina & McCarthy, Yvonne & O’Toole, Conor, 2022. "How do macroprudential loan-to-value restrictions impact first time home buyers? A quasi-experimental approach," Journal of Banking & Finance, Elsevier, vol. 138(C).

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