IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v57y2021icp214-224.html
   My bibliography  Save this article

Using past epidemics to estimate the macroeconomic implications of COVID-19: A bad idea!

Author

Listed:
  • Donadelli, Michael
  • Ferranna, Licia
  • Gufler, Ivan
  • Paradiso, Antonio

Abstract

This work is intended to show that past epidemic scenarios are not suitable to estimate the macroeconomic impact of the new 2019 coronavirus. Using five centuries of macroeconomic data for England and a unique dataset on epidemics and other significant events (i.e., wars and natural disasters), we show that the macroeconomic effect of epidemics reflects the socio-economic features characterizing different eras. A mapping between past epidemic scenarios and the COVID-19-induced environment can thus lead to misleading outcomes. We believe our evidence to be of general interest and key for policymakers forced to implement rapid and effective policies.

Suggested Citation

  • Donadelli, Michael & Ferranna, Licia & Gufler, Ivan & Paradiso, Antonio, 2021. "Using past epidemics to estimate the macroeconomic implications of COVID-19: A bad idea!," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 214-224.
  • Handle: RePEc:eee:streco:v:57:y:2021:i:c:p:214-224
    DOI: 10.1016/j.strueco.2021.03.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X21000242
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2021.03.002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2017. "Macrofinancial History and the New Business Cycle Facts," NBER Macroeconomics Annual, University of Chicago Press, vol. 31(1), pages 213-263.
    2. Chwieroth,Jeffrey M. & Walter,Andrew, 2019. "The Wealth Effect," Cambridge Books, Cambridge University Press, number 9781316607787.
    3. 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.
    4. Mendels, Franklin F., 1972. "Proto-industrialization: The First Phase of the Industrialization Process," The Journal of Economic History, Cambridge University Press, vol. 32(1), pages 241-261, March.
    5. Daniela Coluccia, 2012. "The Second Industrial Revolution (late 1800s and early 1900s)," Palgrave Macmillan Books, in: Gianfranco Zanda (ed.), Corporate Management in a Knowledge-Based Economy, chapter 4, pages 52-64, Palgrave Macmillan.
    6. Allen,Robert C., 2009. "The British Industrial Revolution in Global Perspective," Cambridge Books, Cambridge University Press, number 9780521868273.
    7. Whitney K. Newey & Kenneth D. West, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 631-653.
    8. Chwieroth,Jeffrey M. & Walter,Andrew, 2019. "The Wealth Effect," Cambridge Books, Cambridge University Press, number 9781107153745.
    9. repec:aei:rpaper:1008560098 is not listed on IDEAS
    10. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    11. 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.
    12. Brian Beach & Karen Clay & Martin Saavedra, 2022. "The 1918 Influenza Pandemic and Its Lessons for COVID-19," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 41-84, March.
    13. Robert J. Barro & José F. Ursua & Joanna Weng, 2020. "The Coronavirus and the Great Influenza Epidemic - Lessons from the "Spanish Flu" for the Coronavirus's Potential Effects on Mortality and Economic Activity," CESifo Working Paper Series 8166, CESifo.
    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. António Manuel Portugal & Fatima Sol, 2022. "Macroeconomic Impacts of the Covid-19 Pandemic in Some European Union Countries: A Counterfactual Analysis," CeBER Working Papers 2022-05, Centre for Business and Economics Research (CeBER), University of Coimbra.
    2. Beniamino Callegari & Christophe Feder, 2022. "A Literature Review of Pandemics and Development: the Long-Term Perspective," Economics of Disasters and Climate Change, Springer, vol. 6(1), pages 183-212, March.
    3. Angelini, Elena & Damjanović, Milan & Darracq Pariès, Matthieu & Zimic, Srečko, 2023. "Modelling pandemic risks for policy analysis and forecasting," Economic Modelling, Elsevier, vol. 120(C).
    4. Beniamino Callegari & Christophe Feder, 2022. "The long-term economic effects of pandemics: toward an evolutionary approach [Epidemics and trust: the case of the Spanish flu]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(3), pages 715-735.
    5. Elżbieta Kacperska & Jakub Kraciuk, 2021. "Changes in the Stock Market of Food Industry Companies during the COVID-19 Pandemic—A Comparative Analysis of Poland and Germany," Energies, MDPI, vol. 14(23), pages 1-17, November.
    6. Cottafava, Dario & Gastaldo, Michele & Quatraro, Francesco & Santhiá, Cristina, 2022. "Modeling economic losses and greenhouse gas emissions reduction during the COVID-19 pandemic: Past, present, and future scenarios for Italy," Economic Modelling, Elsevier, vol. 110(C).

    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. Mahata, Ajit & Rai, Anish & Nurujjaman, Md. & Prakash, Om, 2021. "Modeling and analysis of the effect of COVID-19 on the stock price: V and L-shape recovery," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 574(C).
    2. Bai, Hang, 2021. "Unemployment and credit risk," Journal of Financial Economics, Elsevier, vol. 142(1), pages 127-145.
    3. Ortmans, Aymeric & Tripier, Fabien, 2021. "COVID-induced sovereign risk in the euro area: When did the ECB stop the spread?," European Economic Review, Elsevier, vol. 137(C).
    4. 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.
    5. Garcia, Pablo & Jacquinot, Pascal & Lenarčič, Črt & Lozej, Matija & Mavromatis, Kostas, 2023. "Global models for a global pandemic: The impact of COVID-19 on small euro area economies," Journal of Macroeconomics, Elsevier, vol. 77(C).
    6. 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).
    7. 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.
    8. Velde, François R., 2022. "What Happened to the U.S. Economy during the 1918 Influenza Pandemic? A View Through High-Frequency Data," The Journal of Economic History, Cambridge University Press, vol. 82(1), pages 284-326, March.
    9. Asli Demirgüç‐Kunt & Michael Lokshin & Iván Torre, 2021. "The sooner, the better: The economic impact of non‐pharmaceutical interventions during the early stage of the COVID‐19 pandemic," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 29(4), pages 551-573, October.
    10. Louis‐Philippe Beland & Abel Brodeur & Derek Mikola & Taylor Wright, 2022. "The short‐term economic consequences of COVID‐19: Occupation tasks and mental health in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 214-247, February.
    11. Dietrich, Alexander M. & Kuester, Keith & Müller, Gernot J. & Schoenle, Raphael, 2022. "News and uncertainty about COVID-19: Survey evidence and short-run economic impact," Journal of Monetary Economics, Elsevier, vol. 129(S), pages 35-51.
    12. Rosolino A. Candela & Vincent Geloso, 2021. "Economic freedom, pandemics, and robust political economy," Southern Economic Journal, John Wiley & Sons, vol. 87(4), pages 1250-1266, April.
    13. Iglesias, Emma M., 2022. "The influence of extreme events such as Brexit and Covid-19 on equity markets," Journal of Policy Modeling, Elsevier, vol. 44(2), pages 418-430.
    14. Pierre L. Siklos, 2022. "Did the great influenza of 1918–1920 trigger a reversal of the first era of globalization?," International Economics and Economic Policy, Springer, vol. 19(3), pages 459-490, July.
    15. Béland, Louis-Philippe & Brodeur, Abel & Wright, Taylor, 2020. "The Short-Term Economic Consequences of COVID-19: Exposure to Disease, Remote Work and Government Response," GLO Discussion Paper Series 524, Global Labor Organization (GLO).
    16. Chwieroth, Jeffrey & Walter, Andrew, 2020. "Great expectations, financialization and bank bailouts in democracies," LSE Research Online Documents on Economics 102749, London School of Economics and Political Science, LSE Library.
    17. Brzezinski, Adam & Deiana, Guido & Kecht, Valentin & Van Dijcke, David, 2020. "The COVID-19 Pandemic: Government vs. Community Action Across the United States," INET Oxford Working Papers 2020-06, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    18. Lucian Liviu ALBU & Ciprian Ion PREDA & Radu LUPU & Carmen Elena DOBROTĂ & George Marian CĂLIN & Claudia M. BOGHICEVICI, 2020. "Estimates of Dynamics of the Covid19 Pandemic and of its Impact on the Economy," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 5-17, July.
    19. Tahsin Saadi Sedik & Rui Xu, 2020. "A Vicious Cycle: How Pandemics Lead to Economic Despair and Social Unrest," IMF Working Papers 2020/216, International Monetary Fund.
    20. Gong, Di & Jiang, Tao & Lu, Liping, 2021. "Pandemic and bank lending: Evidence from the 2009 H1N1 pandemic," Finance Research Letters, Elsevier, vol. 39(C).

    More about this item

    Keywords

    Epidemics; socio-economic characteristics; capitalism phases; macroeconomic scenarios;
    All these keywords.

    JEL classification:

    • E1 - Macroeconomics and Monetary Economics - - General Aggregative Models
    • I10 - Health, Education, and Welfare - - Health - - - General
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative
    • N40 - Economic History - - Government, War, Law, International Relations, and Regulation - - - General, International, or Comparative
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    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:eee:streco:v:57:y:2021:i:c:p:214-224. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/525148 .

    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.