IDEAS home Printed from https://ideas.repec.org/p/zbw/bofitp/bdp2020_016.html
   My bibliography  Save this paper

Modern pandemics: Recession and recovery

Author

Listed:
  • Ma, Chang
  • Rogers, John H.
  • Zhou, Sili

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.

Suggested Citation

  • Ma, Chang & Rogers, John H. & Zhou, Sili, 2020. "Modern pandemics: Recession and recovery," BOFIT Discussion Papers 16/2020, Bank of Finland Institute for Emerging Economies (BOFIT).
  • Handle: RePEc:zbw:bofitp:bdp2020_016
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/240367/1/dp2016.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Luca Fornaro & Martin Wolf, 2020. "Covid-19 coronavirus and macroeconomic policy," Economics Working Papers 1713, Department of Economics and Business, Universitat Pompeu Fabra.
    2. Christopher D. Carroll & Edmund Crawley & Jiri Slacalek & Matthew N. White, 2021. "Modeling the Consumption Response to the CARES Act," International Journal of Central Banking, International Journal of Central Banking, vol. 17(1), pages 107-141, March.
    3. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "The Aftermath of Financial Crises," American Economic Review, American Economic Association, vol. 99(2), pages 466-472, May.
    4. Valerie Cerra & Sweta Chaman Saxena, 2008. "Growth Dynamics: The Myth of Economic Recovery," American Economic Review, American Economic Association, vol. 98(1), pages 439-457, March.
    5. Luc Laeven & Fabian Valencia, 2020. "Systemic Banking Crises Database II," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(2), pages 307-361, June.
    6. Dennis Novy & Alan M. Taylor, 2020. "Trade and Uncertainty," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 749-765, October.
    7. 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]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5149-5187.
    8. Andrei A. Levchenko & Logan Lewis & Linda L. Tesar, 2009. "The Collapse of International Trade During the 2008-2009 Crisis: In Search of the Smoking Gun," Working Papers 592, Research Seminar in International Economics, University of Michigan.
    9. Bonadio, Barthélémy & Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2021. "Global supply chains in the pandemic," Journal of International Economics, Elsevier, vol. 133(C).
    10. David Berger & Kyle Herkenhoff & Chengdai Huang & Simon Mongey, 2022. "Testing and Reopening in an SEIR Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 43, pages 1-21, January.
    11. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Stephen J. Terry, 2020. "COVID-Induced Economic Uncertainty," NBER Working Papers 26983, National Bureau of Economic Research, Inc.
    12. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    13. Gauti B. Eggertsson & Neil R. Mehrotra & Lawrence H. Summers, 2016. "Secular Stagnation in the Open Economy," American Economic Review, American Economic Association, vol. 106(5), pages 503-507, May.
    14. Victoria Y. Fan & Dean T. Jamison & Lawrence H. Summers, 2016. "The Inclusive Cost of Pandemic Influenza Risk," NBER Working Papers 22137, National Bureau of Economic Research, Inc.
    15. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    16. Òscar Jordà & Moritz Schularick & Alan M Taylor, 2011. "Financial Crises, Credit Booms, and External Imbalances: 140 Years of Lessons," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(2), pages 340-378, June.
    17. Korinek, Anton & Bethune, Zachary, 2020. "COVID-19 Infection Externalities: Trading Off Lives vs. Livelihoods," CEPR Discussion Papers 14596, C.E.P.R. Discussion Papers.
    18. Andrei A Levchenko & Logan T Lewis & Linda L Tesar, 2010. "The Collapse of International Trade during the 2008–09 Crisis: In Search of the Smoking Gun," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(2), pages 214-253, December.
    19. Valerie Cerra & Ugo Panizza & Sweta C. Saxena, 2013. "International Evidence On Recovery From Recessions," Contemporary Economic Policy, Western Economic Association International, vol. 31(2), pages 424-439, April.
    20. Fernando E. Alvarez & David Argente & Francesco Lippi, 2020. "A Simple Planning Problem for COVID-19 Lockdown," NBER Working Papers 26981, National Bureau of Economic Research, Inc.
    21. Gauti B. Eggertsson & Paul Krugman, 2012. "Debt, Deleveraging, and the Liquidity Trap: A Fisher-Minsky-Koo Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1469-1513.
    22. David Berger & Kyle Herkenhoff & Chengdai Huang & Simon Mongey, 2022. "Testing and Reopening in an SEIR Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 43, pages 1-21, January.
    23. 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.
    24. Veronica Guerrieri & Guido Lorenzoni & Ludwig Straub & Iván Werning, 2022. "Macroeconomic Implications of COVID-19: Can Negative Supply Shocks Cause Demand Shortages?," American Economic Review, American Economic Association, vol. 112(5), pages 1437-1474, May.
    25. Gauti B. Eggertsson & Neil R. Mehrotra & Sanjay R. Singh & Lawrence H. Summers, 2016. "A Contagious Malady? Open Economy Dimensions of Secular Stagnation," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(4), pages 581-634, November.
    26. Ana P. Fernandes & Heiwai Tang, 2020. "How Did the 2003 SARS Epidemic Shape Chinese Trade?," CESifo Working Paper Series 8312, CESifo.
    27. Gauti B. Eggertsson, 2011. "What Fiscal Policy Is Effective at Zero Interest Rates?," NBER Chapters, in: NBER Macroeconomics Annual 2010, volume 25, pages 59-112, National Bureau of Economic Research, Inc.
    28. Hoffman, S.J. & Silverberg, S.L., 2018. "Delays in global disease outbreak responses: Lessons from H1N1, Ebola, and Zika," American Journal of Public Health, American Public Health Association, vol. 108(3), pages 329-333.
    29. 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.
    30. Stéphane Dupraz & Emi Nakamura & Jón Steinsson, 2019. "A Plucking Model of Business Cycles," NBER Working Papers 26351, National Bureau of Economic Research, Inc.
    31. Andrew Atkeson, 2020. "What Will be the Economic Impact of COVID-19 in the US? Rough Estimates of Disease Scenarios," Staff Report 595, Federal Reserve Bank of Minneapolis.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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. 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.
    4. 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.
    5. 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.
    6. 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).
    7. Maciej Stefański, 2022. "GDP effects of pandemics: a historical perspective," Empirical Economics, Springer, vol. 63(6), pages 2949-2995, December.
    8. 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).
    9. 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).
    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. 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.
    12. 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.
    13. 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).
    14. 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.
    15. 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.
    16. 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.
    17. 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).
    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. 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).
    20. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.).
    2. repec:zbw:bofitp:2020_016 is not listed on IDEAS
    3. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    4. David Baqaee & Emmanuel Farhi, 2020. "Nonlinear Production Networks with an Application to the Covid-19 Crisis," NBER Working Papers 27281, National Bureau of Economic Research, Inc.
    5. Francesco Busato & Bruno Chiarini & Gianluigi Cisco & Maria Ferrara & Elisabetta Marzano, 2020. "Lockdown Policies: A Macrodynamic Perspective for Covid-19," CESifo Working Paper Series 8465, CESifo.
    6. Ricardo J Caballero & Alp Simsek, 2021. "A Model of Endogenous Risk Intolerance and LSAPs: Asset Prices and Aggregate Demand in a “COVID-19” Shock [Financial intermediaries and the cross-section of asset returns]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5522-5580.
    7. David Baqaee & Emmanuel Farhi, 2022. "Supply and Demand in Disaggregated Keynesian Economies with an Application to the COVID-19 Crisis," American Economic Review, American Economic Association, vol. 112(5), pages 1397-1436, May.
    8. Joshua Bernstein & Alexander W. Richter & Nathaniel A. Throckmorton, 2020. "COVID-19: A View from the Labor Market," Working Papers 2010, Federal Reserve Bank of Dallas.
    9. Garriga, Carlos & Manuelli, Rody & Sanghi, Siddhartha, 2022. "Optimal management of an epidemic: Lockdown, vaccine and value of life," Journal of Economic Dynamics and Control, Elsevier, vol. 140(C).
    10. Çakmaklı, Cem & Demiralp, Selva & Özcan, Şebnem Kalemli & Yeşiltaş, Sevcan & Yıldırım, Muhammed A., 2023. "COVID-19 and emerging markets: A SIR model, demand shocks and capital flows," Journal of International Economics, Elsevier, vol. 145(C).
    11. David E. Bloom & Michael Kuhn & Klaus Prettner, 2022. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 85-131, March.
    12. Funke, Michael & Tsang, Andrew, 2020. "The People’s bank of China’s response to the coronavirus pandemic: A quantitative assessment," Economic Modelling, Elsevier, vol. 93(C), pages 465-473.
    13. Greg Kaplan & Benjamin Moll & Giovanni L. Violante, 2020. "The Great Lockdown and the Big Stimulus: Tracing the Pandemic Possibility Frontier for the U.S," NBER Working Papers 27794, National Bureau of Economic Research, Inc.
    14. Titan Alon & Minki Kim & David Lagakos & Mitchell VanVuren, 2020. "How Should Policy Responses to the COVID-19 Pandemic Differ in the Developing World?," NBER Working Papers 27273, National Bureau of Economic Research, Inc.
    15. repec:zbw:bofitp:2020_012 is not listed on IDEAS
    16. Łukasz Rachel, 2020. "An Analytical Model of Covid-19 Lockdowns," Discussion Papers 2029, Centre for Macroeconomics (CFM).
    17. Saki Bigio & Mengbo Zhang & Eduardo Zilberman, 2020. "Transfers vs Credit Policy: Macroeconomic Policy Trade-offs during Covid-19," NBER Working Papers 27118, National Bureau of Economic Research, Inc.
    18. Charles A.E. Goodhart & Dimitrios P. Tsomocos & Xuan Wang, 2023. "Support for small businesses amid COVID‐19," Economica, London School of Economics and Political Science, vol. 90(358), pages 612-652, April.
    19. Dirk Krueger & Harald Uhlig & Taojun Xie, 2020. "Macroeconomic Dynamics and Reallocation in an Epidemic," PIER Working Paper Archive 20-015, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    20. Christian Moser & Pierre Yared, 2022. "Pandemic Lockdown: The Role of Government Commitment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 46, pages 27-50, October.
    21. Birinci, Serdar & Karahan, Fatih & Mercan, Yusuf & See, Kurt, 2021. "Labor market policies during an epidemic," Journal of Public Economics, Elsevier, vol. 194(C).
    22. Leonardo Melosi & Matthias Rottner, 2020. "Pandemic Recessions and Contact Tracing," Working Paper Series WP-2020-31, Federal Reserve Bank of Chicago.

    More about this item

    Keywords

    Health crises; COVID-19; Output loss; Unemployment; Trade network; Fiscal policy;
    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:bofitp:bdp2020_016. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/bofitfi.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.