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Household Leverage Cycle Around the Great Recession

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  • Bo Li

Abstract

This paper provides the first causal evidence that credit supply expansion caused the 1999-2010 U.S. business cycle mainly through the channel of household leverage (debt-to-income ratio). Specifically, induced by net export growth, credit expansion in private-label mortgages, rather than government-sponsored enterprise mortgages, causes a much stronger boom and bust cycle in household leverage in the high net-export-growth areas. In addition, such a stronger household leverage cycle creates a stronger boom and bust cycle in the local economy, including housing prices, residential construction investment, and house-related employment. Thus, our results are consistent with the credit-driven household demand channel (Mian and Sufi, 2018). Further, we show multiple pieces of evidence against the corporate channel, which is emphasized by other business cycle theories (hypotheses).

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  • Bo Li, 2024. "Household Leverage Cycle Around the Great Recession," Papers 2407.01539, arXiv.org.
    • Handle: RePEc:arx:papers:2407.01539
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    1. Thrall, Grant Ian, 2002. "Business Geography and New Real Estate Market Analysis," OUP Catalogue, Oxford University Press, number 9780195076363.
    2. Shane M. Sherlund, 2008. "The jumbo-conforming spread: a semiparametric approach," Finance and Economics Discussion Series 2008-01, Board of Governors of the Federal Reserve System (U.S.).
    3. Mark Gertler & Simon Gilchrist, 2018. "What Happened: Financial Factors in the Great Recession," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 3-30, Summer.
    4. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2016. "Import Competition and the Great US Employment Sag of the 2000s," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 141-198.
    5. Alejandro Justiniano & Giorgio E. Primiceri & Andrea Tambalotti, 2022. "The Mortgage Rate Conundrum," Journal of Political Economy, University of Chicago Press, vol. 130(1), pages 121-156.
    6. Feenstra, Robert C. & Ma, Hong & Xu, Yuan, 2019. "US exports and employment," Journal of International Economics, Elsevier, vol. 120(C), pages 46-58.
    7. Atif Mian & Amir Sufi, 2010. "Household Leverage and the Recession of 2007–09," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(1), pages 74-117, August.
    8. Jean‐Noël Barrot & Erik Loualiche & Matthew Plosser & Julien Sauvagnat, 2022. "Import Competition and Household Debt," Journal of Finance, American Finance Association, vol. 77(6), pages 3037-3091, December.
    9. Karsten Müller & Emil Verner, 2024. "Credit Allocation and Macroeconomic Fluctuations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3645-3676.
    10. Sanderson, Eleanor & Windmeijer, Frank, 2016. "A weak instrument F-test in linear IV models with multiple endogenous variables," Journal of Econometrics, Elsevier, vol. 190(2), pages 212-221.
    11. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    12. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    13. Stefano Eusepi & Bruce Preston, 2011. "Expectations, Learning, and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 101(6), pages 2844-2872, October.
    14. Atif Mian & Amir Sufi & Emil Verner, 2017. "Household Debt and Business Cycles Worldwide," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1755-1817.
    15. Griffin, John M. & Kruger, Samuel & Maturana, Gonzalo, 2021. "What drove the 2003–2006 house price boom and subsequent collapse? Disentangling competing explanations," Journal of Financial Economics, Elsevier, vol. 141(3), pages 1007-1035.
    16. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    17. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2016. "The great mortgaging: housing finance, crises and business cycles," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(85), pages 107-152.
    18. 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(2‐3), pages 367-384, March.
    19. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    20. Robert B. Avery & Kenneth P. Brevoort & Glenn B. Canner, 2007. "Opportunities and Issues in Using HMDA Data," Journal of Real Estate Research, American Real Estate Society, vol. 29(4), pages 351-380.
    21. Robert C. Feenstra & John Romalis, 2014. "International Prices and Endogenous Quality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 477-527.
    22. Erik Hurst & Benjamin J. Keys & Amit Seru & Joseph Vavra, 2016. "Regional Redistribution through the US Mortgage Market," American Economic Review, American Economic Association, vol. 106(10), pages 2982-3028, October.
    23. Charles P. Kindleberger, 1978. "Manias, Panics, and Rationality," Eastern Economic Journal, Eastern Economic Association, vol. 4(2), pages 103-112, April.
    24. Ben S. Bernanke, 2023. "Nobel Lecture: Banking, Credit, and Economic Fluctuations," American Economic Review, American Economic Association, vol. 113(5), pages 1143-1169, May.
    25. Lewis, Brittany Almquist, 2023. "Creditor rights, collateral reuse, and credit supply," Journal of Financial Economics, Elsevier, vol. 149(3), pages 451-472.
    26. Christopher Mayer & Karen Pence & Shane M. Sherlund, 2009. "The Rise in Mortgage Defaults," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 27-50, Winter.
    27. Atif Mian & Kamalesh Rao & Amir Sufi, 2013. "Household Balance Sheets, Consumption, and the Economic Slump," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1687-1726.
    28. Mian, Atif & Sufi, Amir & Trebbi, Francesco, 2013. "The Political Economy of the Subprime Mortgage Credit Expansion," Quarterly Journal of Political Science, now publishers, vol. 8(4), pages 373-408, October.
    29. Schott, Peter & Yang, Natalie & Eckert, Fabian & Fort, Teresa, 2020. "Imputing Missing Values in the US Census Bureau's County Business Patterns," CEPR Discussion Papers 14352, C.E.P.R. Discussion Papers.
    30. Levon Goukasian & Mehdi Majbouri, 2010. "The Reaction of Real Estate–Related Industries to the Monetary Policy Actions," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 38(2), pages 355-398, June.
    31. Hilary Hoynes & Douglas L. Miller & Jessamyn Schaller, 2012. "Who Suffers during Recessions?," Journal of Economic Perspectives, American Economic Association, vol. 26(3), pages 27-48, Summer.
    32. 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.
    33. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    34. Kaplan, Greg & Mitman, Kurt & Violante, Giovanni L., 2020. "Non-durable consumption and housing net worth in the Great Recession: Evidence from easily accessible data," Journal of Public Economics, Elsevier, vol. 189(C).
    35. Andra C. Ghent & Marianna Kudlyak, 2011. "Recourse and Residential Mortgage Default: Evidence from US States 1," The Review of Financial Studies, Society for Financial Studies, vol. 24(9), pages 3139-3186.
    36. Marco Di Maggio & Amir Kermani, 2017. "Credit-Induced Boom and Bust," The Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3711-3758.
    37. Nijkamp, Peter & Rietveld, Piet & Snickars, Folke, 1987. "Regional and multiregional economic models: A survey," Handbook of Regional and Urban Economics, in: P. Nijkamp (ed.), Handbook of Regional and Urban Economics, edition 1, volume 1, chapter 7, pages 257-294, Elsevier.
    38. Asaf Bernstein & Peter Koudijs, 2021. "The Mortgage Piggy Bank: Building Wealth through Amortization," NBER Working Papers 28574, National Bureau of Economic Research, Inc.
    39. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    40. Zhenyu Gao & Michael Sockin & Wei Xiong & Itay Goldstein, 2020. "Economic Consequences of Housing Speculation," The Review of Financial Studies, Society for Financial Studies, vol. 33(11), pages 5248-5287.
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