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Short‐ and medium‐run health and literacy impacts of the 1918 Spanish Flu pandemic in Brazil

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  • Amanda Guimbeau
  • Nidhiya Menon
  • Aldo Musacchio

Abstract

We study the lasting repercussions of the 1918 influenza (‘Spanish Flu’) pandemic on health measures and literacy rates in São Paulo, Brazil, the most populous city in South America today, but significantly poorer a century ago. Leveraging temporal and spatial variation in district‐level estimates of influenza‐related deaths for the 1917–20 time period, combined with a unique database on demographic and literacy outcomes as well as a detailed set of socio‐economic, infrastructure, and regional determinants newly constructed from historical data, we find that the pandemic had significant impacts. In particular, infant mortality and stillbirths rose, sex ratios at birth fell, and there was a marked improvement in male literacy rates for those 15 years and above in 1920. Further analyses reveal that these impacts are most pronounced in districts with older populations, less literate districts, and districts where access to doctors was relatively limited. We find evidence that the male literacy effects persist in 1940. These results highlight that ramifications of the 1918 Spanish Flu pandemic were experienced for at least two decades after the event in a context where institutions were relatively weak and resources for mitigation were limited.

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  • Amanda Guimbeau & Nidhiya Menon & Aldo Musacchio, 2022. "Short‐ and medium‐run health and literacy impacts of the 1918 Spanish Flu pandemic in Brazil," Economic History Review, Economic History Society, vol. 75(4), pages 997-1025, November.
  • Handle: RePEc:bla:ehsrev:v:75:y:2022:i:4:p:997-1025
    DOI: 10.1111/ehr.13155
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    1. Rudi Rocha & Claudio Ferraz & Rodrigo R. Soares, 2017. "Human Capital Persistence and Development," American Economic Journal: Applied Economics, American Economic Association, vol. 9(4), pages 105-136, October.
    2. Clay, Karen & Lewis, Joshua & Severnini, Edson, 2018. "Pollution, Infectious Disease, and Mortality: Evidence from the 1918 Spanish Influenza Pandemic," The Journal of Economic History, Cambridge University Press, vol. 78(4), pages 1179-1209, December.
    3. Jérôme Adda, 2016. "Economic Activity and the Spread of Viral Diseases: Evidence from High Frequency Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 891-941.
    4. Aviv Nevo & Adam M. Rosen, 2012. "Identification With Imperfect Instruments," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 659-671, August.
    5. Currie, Janet & Stabile, Mark, 2006. "Child mental health and human capital accumulation: The case of ADHD," Journal of Health Economics, Elsevier, vol. 25(6), pages 1094-1118, November.
    6. Marcella Alsan, 2015. "The Effect of the TseTse Fly on African Development," American Economic Review, American Economic Association, vol. 105(1), pages 382-410, January.
    7. Sergi Basco & Jordi Domènech & Joan R. Rosés, 2022. "Unequal Mortality During the Spanish Flu," Palgrave Studies in Economic History, in: Pandemics, Economics and Inequality, chapter 0, pages 33-50, Palgrave Macmillan.
    8. Musacchio, Aldo & Fritscher, André Martínez & Viarengo, Martina, 2014. "Colonial Institutions, Trade Shocks, and the Diffusion of Elementary Education in Brazil, 1889–1930," The Journal of Economic History, Cambridge University Press, vol. 74(3), pages 730-766, September.
    9. Lin, Ming-Jen & Liu, Elaine M., 2014. "Does in utero exposure to Illness matter? The 1918 influenza epidemic in Taiwan as a natural experiment," Journal of Health Economics, Elsevier, vol. 37(C), pages 152-163.
    10. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    11. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    12. Marco Percoco, 2016. "Health Shocks and Human Capital Accumulation: The Case of Spanish Flu in Italian Regions," Regional Studies, Taylor & Francis Journals, vol. 50(9), pages 1496-1508, September.
    13. Slusky, David J.G. & Zeckhauser, Richard J., 2021. "Sunlight and Protection Against Influenza," Economics & Human Biology, Elsevier, vol. 40(C).
    14. Sanders, Nicholas J. & Stoecker, Charles, 2015. "Where have all the young men gone? Using sex ratios to measure fetal death rates," Journal of Health Economics, Elsevier, vol. 41(C), pages 30-45.
    15. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    16. Amar Hamoudi & Jenna Nobles, 2014. "Do Daughters Really Cause Divorce? Stress, Pregnancy, and Family Composition," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1423-1449, August.
    17. Clay, Karen & Lewis, Joshua & Severnini, Edson, 2019. "What explains cross-city variation in mortality during the 1918 influenza pandemic? Evidence from 438 U.S. cities," Economics & Human Biology, Elsevier, vol. 35(C), pages 42-50.
    18. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    19. Caruso, Germán & Miller, Sebastian, 2015. "Long run effects and intergenerational transmission of natural disasters: A case study on the 1970 Ancash Earthquake," Journal of Development Economics, Elsevier, vol. 117(C), pages 134-150.
    20. Timothy G. Conley & Christian B. Hansen & Peter E. Rossi, 2012. "Plausibly Exogenous," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 260-272, February.
    21. Alan I. Barreca, 2010. "The Long-Term Economic Impact of In Utero and Postnatal Exposure to Malaria," Journal of Human Resources, University of Wisconsin Press, vol. 45(4), pages 865-892.
    22. Hoyt Bleakley, 2010. "Malaria Eradication in the Americas: A Retrospective Analysis of Childhood Exposure," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 1-45, April.
    23. 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.
    24. Richard E. Nelson, 2010. "Testing the Fetal Origins Hypothesis in a developing country: evidence from the 1918 Influenza Pandemic," Health Economics, John Wiley & Sons, Ltd., vol. 19(10), pages 1181-1192, October.
    25. Parman, John, 2015. "Childhood health and sibling outcomes: Nurture Reinforcing nature during the 1918 influenza pandemic," Explorations in Economic History, Elsevier, vol. 58(C), pages 22-43.
    26. 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.
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