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Modern Pandemics: Recession and Recovery

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  • Chang Ma
  • John H. Rogers
  • Sili Zhou

Abstract

We examine the immediate effects and bounce-back from six modern health crises: 1968 Flu, SARS (2003), H1N1 (2009), MERS (2012), Ebola (2014), and Zika (2016). Time-series models for a large cross-section of countries indicate that real GDP growth falls by around three percentage points in affected countries relative to unaffected countries in the year of the outbreak. Bounce-back in GDP growth is rapid, but output is still below pre-shock level five years later. Unemployment for less educated workers is higher and exhibits more persistence, and there is significantly greater persistence in female unemployment than male. The negative effects on GDP and unemployment are felt less in countries with larger first-year responses in government spending, especially on health care. Affected countries' consumption declines, investment drops sharply, and international trade plummets. Bounce-back in these expenditure categories is also rapid but not by enough to restore pre-shock trends. Furthermore, indirect effects on own-country GDP from affected trading partners are significant for both the initial GDP decline and the positive bounce back. We discuss why our estimates are a lower bound for the global economic effects of COVID-19 and compare contours of the current pandemic to the historical episodes.

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  • Chang Ma & John H. Rogers & Sili Zhou, 2020. "Modern Pandemics: Recession and Recovery," International Finance Discussion Papers 1295, Board of Governors of the Federal Reserve System (U.S.).
  • Handle: RePEc:fip:fedgif:1295
    DOI: 10.17016/IFDP.2020.1295
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    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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).
    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. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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).
    16. Maciej Stefański, 2022. "GDP effects of pandemics: a historical perspective," Empirical Economics, Springer, vol. 63(6), pages 2949-2995, December.
    17. 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).
    18. 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.
    19. 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).
    20. 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).
    21. 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.

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    More about this item

    Keywords

    Fiscal policy; Health crises; Unemployment; COVID-19; trade networks; Output loss;
    All these keywords.

    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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