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Modern Pandemics: Recession and Recovery

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  • Chang Ma
  • John Rogers
  • Sili Zhou

Abstract

We examine the immediate and bounce-back effects from six modern health crises that preceded Covid-19. Time-series models for a large cross-section of economies indicate that real GDP growth falls by around 2 percentage points in affected economies relative to unaffected economies in the year of the outbreak. Bounce-back in GDP growth is rapid and strong, especially when compared to non-health crises. Unemployment for less educated workers is higher and exhibits more persistence, and there is significantly greater persistence in female unemployment than male. Moreover, the negative initial effects of pandemics and bounce-back are economically contagious through international trade. The negative effects on GDP and unemployment are felt less in economies with larger first-year responses in government spending, especially on health care. Our estimates imply that the impact effect of the Covid-19 shock on world GDP growth is approximately four standard deviations worse than the average past pandemic.

Suggested Citation

  • Chang Ma & John Rogers & Sili Zhou, 2023. "Modern Pandemics: Recession and Recovery," Journal of the European Economic Association, European Economic Association, vol. 21(5), pages 2098-2130.
  • Handle: RePEc:oup:jeurec:v:21:y:2023:i:5:p:2098-2130.
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    File URL: http://hdl.handle.net/10.1093/jeea/jvad019
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    Cited by:

    1. An, Zidong & Liu, Dingqian & Wu, Yuzheng, 2021. "Expectation formation following pandemic events," Economics Letters, Elsevier, vol. 200(C).
    2. Boyd, Laura & Byrne, Stephen & Keenen, Enda & McIndoe Calder, Tara, 2022. "Labour market recovery after a pandemic," Quarterly Bulletin Articles, Central Bank of Ireland, pages 89-129, July.
    3. Mou Rani Sarker, 2021. "Labor market and unpaid works implications of COVID‐19 for Bangladeshi women," Gender, Work and Organization, Wiley Blackwell, vol. 28(S2), pages 597-604, July.
    4. Juan M. Morelli & Pablo Ottonello & Diego J. Perez, 2022. "Global Banks and Systemic Debt Crises," Econometrica, Econometric Society, vol. 90(2), pages 749-798, March.
    5. Maciej Stefański, 2022. "GDP effects of pandemics: a historical perspective," Empirical Economics, Springer, vol. 63(6), pages 2949-2995, December.
    6. An, Zidong & Zhang, Feinan & Li, Haibo, 2022. "Elasticity of substitution between public and private capital: Evidence from manufacturing firms in Europe," Economics Letters, Elsevier, vol. 219(C).
    7. Chen, Haojing & Bayram, Mehmet Emin & Lee, Changmin, 2023. "Measuring impact of health crises on economies: A staggered synthetic control approach with bias-correction," Finance Research Letters, Elsevier, vol. 58(PD).
    8. Pragyan Deb & Davide Furceri & Jonathan D. Ostry & Nour Tawk, 2022. "The Economic Effects of COVID-19 Containment Measures," Open Economies Review, Springer, vol. 33(1), pages 1-32, February.
    9. Shahid Yusuf & Ernesto Lopez-Cordova & Neil Gregory, 2021. "Private Enterprise after the Pandemic," World Bank Publications - Reports 36520, The World Bank Group.
    10. Barry Eichengreen & Orkun Saka & Cevat Giray Aksoy, 2024. "The Political Scar of Epidemics," The Economic Journal, Royal Economic Society, vol. 134(660), pages 1683-1700.
    11. Carrillo Julio A. & García Ana Laura, 2021. "The COVID-19 Economic Crisis in Mexico through the Lens of a Financial Conditions Index," Working Papers 2021-23, Banco de México.
    12. Zhang, Cheng & Lee, Yun-Chi & Ho, Kung-Cheng & Shen, Xixi, 2023. "Influence of institutional differences on trade credit use during pandemics," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    13. Patrik Barisic & Tibor Kovac, 2022. "The effectiveness of the fiscal policy response to COVID-19 through the lens of short and long run labor market effects of COVID-19 measures," Public Sector Economics, Institute of Public Finance, vol. 46(1), pages 43-81.
    14. Jan Krzysztof Solarz & Krzysztof Waliszewski, 2020. "Holistic Framework for COVID-19 Pandemic as Systemic Risk," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 340-351.
    15. João Tovar Jalles & Youssouf Kiendrebeogo & Raphael Lam & Roberto Piazza, 2024. "Revisiting the countercyclicality of fiscal policy," Empirical Economics, Springer, vol. 67(3), pages 877-914, September.
    16. Didier, Tatiana & Huneeus, Federico & Larrain, Mauricio & Schmukler, Sergio L., 2021. "Financing firms in hibernation during the COVID-19 pandemic," Journal of Financial Stability, Elsevier, vol. 53(C).
    17. Li, Xiaodan & Pan, Zikui & Ho, Kung-Cheng & Bo, Yu, 2024. "Epidemics, local institutional quality, and corporate cash holdings," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 193-210.
    18. Gupta, Joyeeta & Bavinck, Maarten & Ros-Tonen, Mirjam & Asubonteng, Kwabena & Bosch, Hilmer & van Ewijk, Edith & Hordijk, Michaela & Van Leynseele, Yves & Lopes Cardozo, Mieke & Miedema, Esther & Pouw, 2021. "COVID-19, poverty and inclusive development," World Development, Elsevier, vol. 145(C).
    19. Foroni, Claudia & Marcellino, Massimiliano & Stevanovic, Dalibor, 2022. "Forecasting the Covid-19 recession and recovery: Lessons from the financial crisis," International Journal of Forecasting, Elsevier, vol. 38(2), pages 596-612.
    20. João Tovar Jalles, Youssouf Kiendrebeogo, Raphael Lam, Roberto Piazza, 2023. "Revisiting the Countercyclicality of Fiscal Policy," Working Papers REM 2023/0279, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    21. Mats Kröger & Karsten Neuhoff & Sebastian Schwenen, 2025. "Contracts in Crisis: The War in Ukraine and Long-Term Contracts in Energy Markets," Discussion Papers of DIW Berlin 2118, DIW Berlin, German Institute for Economic Research.
    22. Gagnon, Joseph E. & Kamin, Steven B. & Kearns, John, 2023. "The impact of the COVID-19 pandemic on global GDP growth," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    23. Ho, Kung-Cheng & Yao, Chia-ling & Zhao, Chenfang & Pan, Zikui, 2022. "Modern health pandemic crises and stock price crash risk," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 448-463.

    More about this item

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • E60 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General
    • F40 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - General

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