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Non-durable Consumption and Housing Net Worth in the Great Recession: Evidence from Easily Accessible Data

Author

Listed:
  • Greg Kaplan
  • Kurt Mitman
  • Giovanni L. Violante
Abstract
In an influential paper, Mian, Rao, and Sufi (2013) exploit geographic variation to measure the effect of the fall in housing net worth on household expenditures during the Great Recession. Their widely-cited estimates are based on proprietary house price and proprietary expenditure data and therefore not easily replicable. We use alternative data on a subset of non-durable goods and on house prices, which are more easily accessible, to replicate their study. When estimating their same specification on our data, we obtain values for the elasticity of expenditures to the housing net worth shock that are virtually indistinguishable from theirs. However, our robustness analyses with respect to alternative model specifications yield more nuanced conclusions about the separate roles of house prices and initial housing exposure/leverage for the drop in expenditures. Moreover, the estimated elasticity is consistent, theoretically and quantitatively, with a simple calibrated model with wealth effects where leverage and credit constraints play no role.

Suggested Citation

  • Greg Kaplan & Kurt Mitman & Giovanni L. Violante, 2016. "Non-durable Consumption and Housing Net Worth in the Great Recession: Evidence from Easily Accessible Data," NBER Working Papers 22232, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:22232
    Note: EFG LS ME
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    References listed on IDEAS

    as
    1. Scott R. Baker, 2018. "Debt and the Response to Household Income Shocks: Validation and Application of Linked Financial Account Data," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1504-1557.
    2. 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.
    3. Joe Vavra & Johannes Stroebel, 2014. "House Prices and Retail Prices," 2014 Meeting Papers 72, Society for Economic Dynamics.
    4. Johannes Stroebel & Joseph Vavra, 2019. "House Prices, Local Demand, and Retail Prices," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1391-1436.
    5. 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.
    6. David Berger & Veronica Guerrieri & Guido Lorenzoni & Joseph Vavra, 2018. "House Prices and Consumer Spending," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1502-1542.
    7. Mian, A. & Sufi, A., 2016. "Who Bears the Cost of Recessions? The Role of House Prices and Household Debt," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 255-296, Elsevier.
    8. Daniel S. Hamermesh, 2007. "Replication in Economics," NBER Working Papers 13026, National Bureau of Economic Research, Inc.
    9. Richard Blundell & Luigi Pistaferri & Ian Preston, 2008. "Consumption Inequality and Partial Insurance," American Economic Review, American Economic Association, vol. 98(5), pages 1887-1921, December.
    10. Mark Aguiar & Erik Hurst, 2005. "Consumption versus Expenditure," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 919-948, October.
    11. Thomas Davidoff, 2013. "Supply Elasticity and the Housing Cycle of the 2000s," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 41(4), pages 793-813, December.
    12. Erich Battistin, 2002. "Errors in Survey Reports of Consumption Expenditures," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 C4-2, International Conferences on Panel Data.
    13. Kurt Mitman & Gianluca Violante & Greg Kaplan, 2015. "Consumption and House Prices in the Great Recession: Model Meets Evidence," 2015 Meeting Papers 275, Society for Economic Dynamics.
    14. Daniel S. Hamermesh, 2007. "Viewpoint: Replication in economics," Canadian Journal of Economics, Canadian Economics Association, vol. 40(3), pages 715-733, August.
    15. Aaron Hedlund, 2014. "The Cyclical Dynamics of Illiquid Housing, Debt, and Foreclosures," Working Papers 1416, Department of Economics, University of Missouri.
    16. Alwyn Young, 2019. "Channeling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 557-598.
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    More about this item

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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