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Earnings Business Cycles: The Covid Recession, Recovery, and Policy Response

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Abstract

Using a panel of tax data, we follow the earnings of individuals over business cycles. Compared to prior recessions, the Covid policy response and recovery were far more progressive. Among workers starting in the bottom quintile, median real earnings including fiscal relief increased 66 percent in 2020 and earnings increases offset relief decreases in the 2021 recovery. After the prior two recessions, this measure had decreased by 24 percent. Among those starting in the top quintile, median and average real earnings were approximately unchanged. This difference from prior recessions is largely attributable to larger Covid-era stimulus payments and unemployment insurance.

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  • Jeff Larrimore & Jacob Mortenson & David Splinter, 2023. "Earnings Business Cycles: The Covid Recession, Recovery, and Policy Response," Finance and Economics Discussion Series 2023-004, Board of Governors of the Federal Reserve System (U.S.).
    • Handle: RePEc:fip:fedgfe:2023-1-6
    DOI: 10.17016/FEDS.2023.004
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    1. Marinescu, Ioana & Skandalis, Daphné & Zhao, Daniel, 2021. "The impact of the Federal Pandemic Unemployment Compensation on job search and vacancy creation," Journal of Public Economics, Elsevier, vol. 200(C).
    2. Tomaz Cajner & Leland D. Crane & Ryan A. Decker & John Grigsby & Adrian Hamins-Puertolas & Erik Hurst & Christopher Johann Kurz & Ahu Yildirmaz, 2020. "The U.S. Labor Market During the Beginning of the Pandemic Recession," Working Papers 2020-58_Revision, Becker Friedman Institute for Research In Economics.
    3. Christopher Busch & David Domeij & Fatih Guvenen & Rocio Madera, 2022. "Skewed Idiosyncratic Income Risk over the Business Cycle: Sources and Insurance," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(2), pages 207-242, April.
    4. Bruce D. Meyer & Derek Wu & Grace Finley & Patrick Langetieg & Carla Medalia & Mark Payne & Alan Plumley, 2020. "The Accuracy of Tax Imputations: Estimating Tax Liabilities and Credits Using Linked Survey and Administrative Data," NBER Chapters, in: Measuring Distribution and Mobility of Income and Wealth, pages 459-498, National Bureau of Economic Research, Inc.
    5. Jeff Larrimore & Jake Mortenson & David Splinter, 2020. "Presence and Persistence of Poverty in US Tax Data," NBER Chapters, in: Measuring Distribution and Mobility of Income and Wealth, pages 383-409, National Bureau of Economic Research, Inc.
    6. David Splinter, 2023. "Stimulus Checks: True-Up and Safe-Harbor Costs," National Tax Journal, University of Chicago Press, vol. 76(2), pages 349-366.
    7. Ganong, Peter & Noel, Pascal & Vavra, Joseph, 2020. "US unemployment insurance replacement rates during the pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    8. Larrimore, Jeff & Mortenson, Jacob & Splinter, David, 2022. "Earnings shocks and stabilization during COVID-19," Journal of Public Economics, Elsevier, vol. 206(C).
    9. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
    10. Jeff Larrimore & Jacob Mortenson & David Splinter, 2023. "Unemployment Insurance In Survey And Administrative Data," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(2), pages 571-579, March.
    11. Greg Kaplan & Giovanni L. Violante, 2014. "A Tale of Two Stimulus Payments: 2001 versus 2008," American Economic Review, American Economic Association, vol. 104(5), pages 116-121, May.
    12. Fatih Guvenen & Serdar Ozkan & Jae Song, 2014. "The Nature of Countercyclical Income Risk," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 621-660.
    13. Yonatan Berman, 2020. "The Distributional Short-Term Impact of the COVID-19 Crisis on Wages in the United States," Papers 2005.08763, arXiv.org.
    14. Alexander W. Bartik & Marianne Bertrand & Feng Lin & Jesse Rothstein & Matthew Unrath, 2020. "Measuring the Labor Market at the Onset of the COVID-19 Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 239-268;316.
    15. Kevin L. McKinney & John M. Abowd & Hubert P. Janicki, 2022. "U.S. long‐term earnings outcomes by sex, race, ethnicity, and place of birth," Quantitative Economics, Econometric Society, vol. 13(4), pages 1879-1945, November.
    16. Jeff Larrimore & Jacob Mortenson & David Splinter, 2022. "Income Declines during COVID-19," AEA Papers and Proceedings, American Economic Association, vol. 112, pages 340-344, May.
    17. Jonathan A. Parker & Nicholas S. Souleles & David S. Johnson & Robert McClelland, 2013. "Consumer Spending and the Economic Stimulus Payments of 2008," American Economic Review, American Economic Association, vol. 103(6), pages 2530-2553, October.
    18. David Autor & David Cho & Leland D. Crane & Mita Goldar & Byron Lutz & Joshua Montes & William B. Peterman & David Ratner & Daniel Villar & Ahu Yildirmaz, 2022. "The $800 Billion Paycheck Protection Program: Where Did the Money Go and Why Did It Go There?," Journal of Economic Perspectives, American Economic Association, vol. 36(2), pages 55-80, Spring.
    19. Robert A. Moffitt & James P. Ziliak, 2020. "COVID‐19 and the US Safety Net," Fiscal Studies, John Wiley & Sons, vol. 41(3), pages 515-548, September.
    20. David Autor & Arindrajit Dube & Annie McGrew, 2023. "The Unexpected Compression: Competition at Work in the Low Wage Labor Market," NBER Working Papers 31010, National Bureau of Economic Research, Inc.
    21. Guido Matias Cortes & Eliza Forsythe, 2023. "Distributional impacts of the Covid-19 pandemic and the CARES Act," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(2), pages 325-349, June.
    22. Bruce D. Meyer & Connacher Murphy & James X. Sullivan, 2022. "Changes in the Distribution of Economic Well-Being during the COVID-19 Pandemic: Evidence from Nationally Representative Consumption Data," NBER Working Papers 29878, National Bureau of Economic Research, Inc.
    23. Tomaz Cajner & Leland D. Crane & Ryan A. Decker & John Grigsby & Adrian Hamins-Puertolas & Erik Hurst & Christopher Kurz & Ahu Yildirmaz, 2020. "The US Labor Market during the Beginning of the Pandemic Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 3-33.
    24. Laura Montenovo & Xuan Jiang & Felipe Lozano Rojas & Ian M. Schmutte & Kosali I. Simon & Bruce A. Weinberg & Coady Wing, 2020. "Determinants of Disparities in Covid-19 Job Losses," NBER Working Papers 27132, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    Covid-19; Wages; Earnings; Stimulus checks; Unemployment insurance; Countercyclical policy; Government transfers;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings

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