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Pandemics and Economic Growth: Evidence from the 1968 H3N2 Influenza

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  • Yothin Jinjarak

    (Victoria University of Wellington)

  • Ilan Noy

    (Victoria University of Wellington)

  • Quy Ta

    (Victoria University of Wellington)

Abstract

We evaluate the 1968 H3N2 Flu pandemic’s economic cost in a cross-section of 52 countries. Using excess mortality rates as a proxy for the country-specific severity of the pandemic, we find that the average mortality rate (0.0062% per pandemic wave) was associated with a decline in output of 2.4% over the two pandemic waves. Our estimates also suggest the losses in consumption (-1.9%), investment (-1.2%), and productivity (-1.9%) over the two pandemic waves. The results are robust across regressions using alternative measures of mortality and output loss. The study adds to the current literature new empirical evidence on the economic consequences of the past pandemics in light of the potential impacts of the Covid-19 pandemic on productivity.

Suggested Citation

  • Yothin Jinjarak & Ilan Noy & Quy Ta, 2022. "Pandemics and Economic Growth: Evidence from the 1968 H3N2 Influenza," Economics of Disasters and Climate Change, Springer, vol. 6(1), pages 73-93, March.
  • Handle: RePEc:spr:ediscc:v:6:y:2022:i:1:d:10.1007_s41885-021-00096-1
    DOI: 10.1007/s41885-021-00096-1
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    1. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    2. Konstantin A. Kholodilin & Malte Rieth, 2020. "Viral Shocks to the World Economy," Discussion Papers of DIW Berlin 1861, DIW Berlin, German Institute for Economic Research.
    3. Yuya Katafuchi & Kenichi Kurita & Shunsuke Managi, 2021. "COVID-19 with Stigma: Theory and Evidence from Mobility Data," Economics of Disasters and Climate Change, Springer, vol. 5(1), pages 71-95, April.
    4. Keogh-Brown, Marcus Richard & Smith, Richard David, 2008. "The economic impact of SARS: How does the reality match the predictions?," Health Policy, Elsevier, vol. 88(1), pages 110-120, October.
    5. Ayhan Kose, M. & Prasad, Eswar S. & Terrones, Marco E., 2009. "Does openness to international financial flows raise productivity growth?," Journal of International Money and Finance, Elsevier, vol. 28(4), pages 554-580, June.
    6. Howard Bodenhorn, 2020. "Business in a Time of Spanish Influenza," NBER Working Papers 27495, National Bureau of Economic Research, Inc.
    7. Asger Lau Andersen & Emil Toft Hansen & Niels Johannesen & Adam Sheridan, 2022. "Consumer responses to the COVID‐19 crisis: evidence from bank account transaction data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(4), pages 905-929, October.
    8. Dunia Rassy & Richard D. Smith, 2013. "The economic impact of H1N1 on Mexico's tourist and pork sectors," Health Economics, John Wiley & Sons, Ltd., vol. 22(7), pages 824-834, July.
    9. Jong-Wha Lee & Warwick J. McKibbin, 2004. "Globalization and Disease: The Case of SARS," Asian Economic Papers, MIT Press, vol. 3(1), pages 113-131.
    10. 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.
    11. Bonfiglioli, Alessandra, 2008. "Financial integration, productivity and capital accumulation," Journal of International Economics, Elsevier, vol. 76(2), pages 337-355, December.
    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. Jena, Pradyot Ranjan & Majhi, Ritanjali & Kalli, Rajesh & Managi, Shunsuke & Majhi, Babita, 2021. "Impact of COVID-19 on GDP of major economies: Application of the artificial neural network forecaster," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 324-339.
    14. Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
    15. 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.
    16. James B. Ang & Jakob B. Madsen, 2013. "International R&D Spillovers And Productivity Trends In The Asian Miracle Economies," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1523-1541, April.
    17. Kenichi Kurita & Shunsuke Managi, 2022. "COVID-19 and Stigma: Evolution of Self-restraint Behavior," Dynamic Games and Applications, Springer, vol. 12(1), pages 168-182, March.
    18. Karlsson, Martin & Nilsson, Therese & Pichler, Stefan, 2014. "The impact of the 1918 Spanish flu epidemic on economic performance in Sweden," Journal of Health Economics, Elsevier, vol. 36(C), pages 1-19.
    19. Amory Martin & Maryia Markhvida & Stéphane Hallegatte & Brian Walsh, 2020. "Socio-Economic Impacts of COVID-19 on Household Consumption and Poverty," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 453-479, October.
    20. Antoine Mandel & Vipin Veetil, 2020. "The Economic Cost of COVID Lockdowns: An Out-of-Equilibrium Analysis," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 431-451, October.
    21. Warwick McKibbin & Roshen Fernando, 2021. "The Global Macroeconomic Impacts of COVID-19: Seven Scenarios," Asian Economic Papers, MIT Press, vol. 20(2), pages 1-30, Summer.
    22. World Bank, 2020. "Global Economic Prospects, January 2020," World Bank Publications - Books, The World Bank Group, number 33044.
    23. Amanda Guimbeau & Nidhiya Menon & Aldo Musacchio, 2020. "The Brazilian Bombshell? The Long-Term Impact of the 1918 Influenza Pandemic the South American Way," NBER Working Papers 26929, National Bureau of Economic Research, Inc.
    24. Brainerd, Elizabeth & Siegler, Mark V, 2003. "The Economic Effects of the 1918 Influenza Epidemic," CEPR Discussion Papers 3791, C.E.P.R. Discussion Papers.
    25. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
    26. 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.
    27. Anonymous, 1969. "I. United Nations," International Organization, Cambridge University Press, vol. 23(4), pages 971-989, October.
    28. Lembke B., 1918. "√ a. p," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 111(1), pages 709-712, February.
    29. Nicholas Oulton & María Sebastiá-Barriel, 2013. "Long and Short-Term Effects of the Financial Crisis on Labour Productivity, Capital and Output," CEP Discussion Papers dp1185, Centre for Economic Performance, LSE.
    30. Dowrick, Steve & Nguyen, Duc-Tho, 1989. "OECD Comparative Economic Growth 1950-85: Catch-Up and Convergence," American Economic Review, American Economic Association, vol. 79(5), pages 1010-1030, December.
    31. Alan Siu & Y. C. Richard Wong, 2004. "Economic Impact of SARS: The Case of Hong Kong," Asian Economic Papers, MIT Press, vol. 3(1), pages 62-83.
    32. World Bank, 2020. "Global Economic Prospects, June 2020," World Bank Publications - Books, The World Bank Group, number 33748.
    33. Brian Beach & Joseph P. Ferrie & Martin H. Saavedra, 2018. "Fetal Shock or Selection? The 1918 Influenza Pandemic and Human Capital Development," NBER Working Papers 24725, National Bureau of Economic Research, Inc.
    34. Pami Dua & Niti Khandelwal Garg, 2019. "Determinants of labour productivity: Comparison between developing and developed countries of Asia‐Pacific," Pacific Economic Review, Wiley Blackwell, vol. 24(5), pages 686-704, December.
    35. Nakamura, Hiroki & Managi, Shunsuke, 2020. "Airport risk of importation and exportation of the COVID-19 pandemic," Transport Policy, Elsevier, vol. 96(C), pages 40-47.
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    Cited by:

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    2. Yu Pang, 2022. "A theory of fiscal policy response to an epidemic," Health Economics, John Wiley & Sons, Ltd., vol. 31(9), pages 2050-2071, September.

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    More about this item

    Keywords

    Output loss; Productivity; Pandemics; Hong Kong flu; H3N2;
    All these keywords.

    JEL classification:

    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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