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The long-term impact of the COVID-19 unemployment shock on life expectancy and mortality rates

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  • Bianchi, Francesco
  • Bianchi, Giada
  • Song, Dongho

Abstract

We adopt a time series approach to investigate the historical relation between unemployment, life expectancy, and mortality rates. We fit Vector-autoregressions for the overall US population and for groups identified based on gender and race. We use our results to assess the long-run effects of the COVID-19 economic recession on mortality and life expectancy. We estimate the size of the COVID-19-related unemployment shock to be between 2 and 5 times larger than the typical unemployment shock, depending on race and gender, resulting in a significant increase in mortality rates and drop in life expectancy. We also predict that the shock will disproportionately affect African-Americans and women, over a short horizon, while the effects for white men will unfold over longer horizons. These figures translate in more than 0.8 million additional deaths over the next 15 years.

Suggested Citation

  • Bianchi, Francesco & Bianchi, Giada & Song, Dongho, 2023. "The long-term impact of the COVID-19 unemployment shock on life expectancy and mortality rates," Journal of Economic Dynamics and Control, Elsevier, vol. 146(C).
  • Handle: RePEc:eee:dyncon:v:146:y:2023:i:c:s0165188922002846
    DOI: 10.1016/j.jedc.2022.104581
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    1. Francesco Bianchi & Leonardo Melosi, 2017. "Escaping the Great Recession," American Economic Review, American Economic Association, vol. 107(4), pages 1030-1058, April.
    2. Dirk Krueger & Harald Uhlig & Taojun Xie, 2022. "Macroeconomic dynamics and reallocation in an epidemic: evaluating the ‘Swedish solution’," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(110), pages 341-398.
    3. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
    4. Oscar Jorda & Sanjay R. Singh & Alan M. Taylor, 2022. "Longer-Run Economic Consequences of Pandemics," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 166-175, March.
    5. Schwandt, Hannes & Wachter, Till von, 2020. "Socioeconomic Decline and Death: Midlife Impacts of Graduating in a Recession," IZA Discussion Papers 12908, Institute of Labor Economics (IZA).
    6. Julian Kozlowski & Laura Veldkamp & Venky Venkateswaran, 2020. "Scarring Body and Mind: The Long-Term Belief-Scarring Effects of COVID-19," NBER Working Papers 27439, National Bureau of Economic Research, Inc.
    7. Fernando Alvarez & David Argente, 2020. "A Simple Planning Problem for COVID-19 Lockdown," Working Papers 2020-34, Becker Friedman Institute for Research In Economics.
    8. Glover, Andrew & Heathcote, Jonathan & Krueger, Dirk & Ríos-Rull, José-Víctor, 2023. "Health versus wealth: On the distributional effects of controlling a pandemic," Journal of Monetary Economics, Elsevier, vol. 140(C), pages 34-59.
    9. Dirk Kruger & Harald Uhlig & Taojun Xie, 2020. "Macroeconomic Dynamics and Reallocation in an Epidemic," Working Papers 2020-43, Becker Friedman Institute for Research In Economics.
    10. Martin S Eichenbaum & Sergio Rebelo & Mathias Trabandt, 2021. "The Macroeconomics of Epidemics [Economic activity and the spread of viral diseases: Evidence from high frequency data]," Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5149-5187.
    11. Eichenbaum, Martin S. & Rebelo, Sergio & Trabandt, Mathias, 2022. "The macroeconomics of testing and quarantining," Journal of Economic Dynamics and Control, Elsevier, vol. 138(C).
    12. Coibion, Olivier & Gorodnichenko, Yuriy & Weber, Michael, 2020. "The Cost of the COVID-19 Crisis: Lockdowns, Macroeconomic Expectations, and Consumer Spending," Department of Economics, Working Paper Series qt4jn1x65h, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    13. Moll, Benjamin & Kaplan, Greg & Violante, Giovanni, 2020. "The Great Lockdown and the Big Stimulus: Tracing the Pandemic Possibility Frontier for the U.S," CEPR Discussion Papers 15256, C.E.P.R. Discussion Papers.
    14. Daron Acemoglu & Victor Chernozhukov & Iván Werning & Michael D. Whinston, 2021. "Optimal Targeted Lockdowns in a Multigroup SIR Model," American Economic Review: Insights, American Economic Association, vol. 3(4), pages 487-502, December.
    15. Adriano A. Rampini, 2020. "Sequential Lifting of COVID-19 Interventions with Population Heterogeneity," NBER Working Papers 27063, National Bureau of Economic Research, Inc.
    16. Martin Browning & Anne Moller Dano & Eskil Heinesen, 2006. "Job displacement and stress‐related health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1061-1075, October.
    17. Durbin, James & Koopman, Siem Jan, 2012. "Time Series Analysis by State Space Methods," OUP Catalogue, Oxford University Press, edition 2, number 9780199641178.
    18. Sarah H. Gordon & Benjamin D. Sommers, 2016. "Recessions, Poverty, and Mortality in the United States: 1993–2012," American Journal of Health Economics, MIT Press, vol. 2(4), pages 489-510, Fall.
    19. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 617-650.
    20. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    21. Robert J. Barro & José F. Ursúa & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Pandemic: Lessons from the “Spanish Flu” for the Coronavirus’s Potential Effects on Mortality and Economic Activity," NBER Working Papers 26866, National Bureau of Economic Research, Inc.
    22. Hannes Schwandt & Till M. von Wachter, 2020. "Socio-Economic Decline and Death: The Life-Cycle Impacts of Recessions for Labor Market Entrants," NBER Working Papers 26638, National Bureau of Economic Research, Inc.
    23. Domenico Giannone & Michele Lenza & Giorgio E. Primiceri, 2015. "Prior Selection for Vector Autoregressions," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 436-451, May.
    24. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1265-1306.
    25. Callum Jones & Thomas Philippon & Venky Venkateswaran, 2021. "Optimal Mitigation Policies in a Pandemic: Social Distancing and Working from Home [A simple planning problem for covid-19 lockdown]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5188-5223.
    26. Ruhm, Christopher J., 2003. "Good times make you sick," Journal of Health Economics, Elsevier, vol. 22(4), pages 637-658, July.
    27. Petri Böckerman & Pekka Ilmakunnas, 2009. "Unemployment and self‐assessed health: evidence from panel data," Health Economics, John Wiley & Sons, Ltd., vol. 18(2), pages 161-179, February.
    28. Sarah H. Gordon & Benjamin D. Sommers, 2016. "Recessions, Poverty, and Mortality in the United States: 1993–2012," American Journal of Health Economics, University of Chicago Press, vol. 2(4), pages 489-510, Fall.
    29. Carlos Mulas-Granados, 2005. "Fiscal Adjustments and the Short-Term Trade-Off between economic growth and equality," Hacienda Pública Española / Review of Public Economics, IEF, vol. 172(1), pages 61-92, June.
    30. Robert E. Hall & Charles I. Jones & Peter J. Klenow, 2020. "Trading Off Consumption and COVID-19 Deaths," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 42(1), pages 1-14, June.
    31. Courtney C. Coile & Phillip B. Levine & Robin McKnight, 2014. "Recessions, Older Workers, and Longevity: How Long Are Recessions Good for Your Health?," American Economic Journal: Economic Policy, American Economic Association, vol. 6(3), pages 92-119, August.
    32. Noelke, Clemens & Avendano, Mauricio, 2015. "Who suffers during recessions? Economic downturns, job loss, and cardiovascular disease in older Americans," LSE Research Online Documents on Economics 64691, London School of Economics and Political Science, LSE Library.
    33. repec:aei:rpaper:1008560098 is not listed on IDEAS
    34. Sydney C. Ludvigson & Sai Ma & Serena Ng, 2020. "COVID-19 and The Macroeconomic Effects of Costly Disasters," NBER Working Papers 26987, National Bureau of Economic Research, Inc.
    35. Christopher J. Ruhm, 2012. "Understanding the Relationship between Macroeconomic Conditions and Health," Chapters, in: Andrew M. Jones (ed.), The Elgar Companion to Health Economics, Second Edition, chapter 1, Edward Elgar Publishing.
    36. Ruhm, Christopher J., 2015. "Recessions, healthy no more?," Journal of Health Economics, Elsevier, vol. 42(C), pages 17-28.
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    Cited by:

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    2. Harran Al-Rahamneh & Lubna Arafa & Anas Al Orani & Rahaf Baqleh, 2021. "Long-Term Psychological Effects of COVID-19 Pandemic on Children in Jordan," IJERPH, MDPI, vol. 18(15), pages 1-10, July.
    3. Celine Saul & Shannon Lange & Charlotte Probst, 2022. "Employment Status and Alcohol-Attributable Mortality Risk—A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 19(12), pages 1-10, June.
    4. Francesco Bogliacino & Cristiano Codagnone & Frans Folkvord & Francisco Lupiáñez-Villanueva, 2023. "The impact of labour market shocks on mental health: evidence from the Covid-19 first wave," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(3), pages 899-930, October.
    5. Giménez, Víctor & Prior, Diego & Thieme, Claudio & Tortosa-Ausina, Emili, 2024. "International comparisons of COVID-19 pandemic management: What can be learned from activity analysis techniques?," Omega, Elsevier, vol. 122(C).
    6. Baira Faulks & Song Yinghua, 2021. "The COVID-19 Crisis: Implications for the Development and Growth of Agricultural Sector in EU countries and Russia," International Journal of Innovation and Economic Development, Inovatus Services Ltd., vol. 7(1), pages 37-46, April.
    7. Kai Fischer & J. James Reade & W. Benedikt Schmal, 2021. "The Long Shadow of an Infection: COVID-19 and Performance at Work," Economics Discussion Papers em-dp2021-17, Department of Economics, University of Reading.
    8. Florin-Valeriu PANTELIMON & Bogdan-Stefan POSEDARU & Elena-Aura GRIGORESCU & Dimitrie-Daniel PLACINTA, 2021. "Labor Market Trends During The COVID-19 Pandemic," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 25(2), pages 50-63.

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    More about this item

    Keywords

    COVID-19; Life expectancy; Mortality; Unemployment rate; Bayesian methods; VAR;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts

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