IDEAS home Printed from https://ideas.repec.org/p/ecl/harjfk/rwp18-007.html
   My bibliography  Save this paper

Sunlight and Protection Against Influenza

Author

Listed:
  • Slusky, David J. G.

    (University of Kansas)

  • Zeckhauser, Richard J.

    (Harvard University)

Abstract

Recent medical literature suggests that vitamin D supplementation protects against acute respiratory tract infection. Humans exposed to sunlight produce vitamin D directly. This paper investigates how differences in sunlight, as measured over several years within states and during the same calendar month, affect influenza incidence. We find that sunlight strongly protects against influenza. This relationship is driven by sunlight in late summer and early fall, when there are sufficient quantities of both sunlight and influenza activity. A 10% increase in relative sunlight decreases the influenza index in September by 3 points on a 10-point scale. This effect is far greater than the effect of vitamin D supplementation in randomized trials, a differential due to broad exposure to sunlight, hence herd immunity. We also find suggestive evidence, consistent with herd immunity theory, that the protective sunlight effect is strongest with a middle level of population density.

Suggested Citation

  • Slusky, David J. G. & Zeckhauser, Richard J., 2018. "Sunlight and Protection Against Influenza," Working Paper Series rwp18-007, Harvard University, John F. Kennedy School of Government.
  • Handle: RePEc:ecl:harjfk:rwp18-007
    as

    Download full text from publisher

    File URL: https://research.hks.harvard.edu/publications/getFile.aspx?Id=1654
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Barreca, Alan I., 2012. "Climate change, humidity, and mortality in the United States," Journal of Environmental Economics and Management, Elsevier, vol. 63(1), pages 19-34.
    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. Jennifer Trudeau & Karen Smith Conway & Andrea Kutinova Menclova, 2016. "Soaking Up the Sun: The Role of Sunshine in the Production of Infant Health," American Journal of Health Economics, MIT Press, vol. 2(1), pages 1-40, January.
    4. Nils Wernerfelt & David J. G. Slusky & Richard Zeckhauser, 2017. "Second Trimester Sunlight and Asthma: Evidence from Two Independent Studies," American Journal of Health Economics, MIT Press, vol. 3(2), pages 227-253, Spring.
    5. 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.
    6. Jennifer Trudeau & Karen Smith Conway & Andrea Kutinova Menclova, 2016. "Soaking Up the Sun: The Role of Sunshine in the Production of Infant Health," American Journal of Health Economics, MIT Press, vol. 2(1), pages 1-40, Winter.
    7. Fabian Duarte & Srikanth Kadiyala & Samuel H. Masters & David Powell, 2017. "The Effect of the 2009 Influenza Pandemic on Absence from Work," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 1682-1695, December.
    8. Alexander, Diane & Currie, Janet, 2017. "Are publicly insured children less likely to be admitted to hospital than the privately insured (and does it matter)?," Economics & Human Biology, Elsevier, vol. 25(C), pages 33-51.
    9. 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.
    10. Fletcher, Jason M., 2018. "New Evidence on the Impacts of Early Exposure to the 1918 Influenza Pandemic on Old-Age Mortality: A Research Note," IZA Discussion Papers 11715, Institute of Labor Economics (IZA).
    11. Anderson, D. Mark & Charles, Kerwin Kofi & Rees, Daniel I., 2018. "Public Health Efforts and the Decline in Urban Mortality," IZA Discussion Papers 11773, Institute of Labor Economics (IZA).
    12. Maurer, Jürgen, 2009. "Who has a clue to preventing the flu? Unravelling supply and demand effects on the take-up of influenza vaccinations," Journal of Health Economics, Elsevier, vol. 28(3), pages 704-717, May.
    13. Garth Heutel & Nolan H. Miller & David Molitor, 2021. "Adaptation and the Mortality Effects of Temperature across U.S. Climate Regions," The Review of Economics and Statistics, MIT Press, vol. 103(4), pages 740-753, October.
    14. Corey White, 2021. "Measuring Social and Externality Benefits of Influenza Vaccination," Journal of Human Resources, University of Wisconsin Press, vol. 56(3), pages 749-785.
    15. Schwandt, Hannes, 2017. "The Lasting Legacy of Seasonal Influenza: In-utero Exposure and Labor Market Outcomes," DaCHE discussion papers 2017:5, University of Southern Denmark, Dache - Danish Centre for Health Economics.
    16. Alan Barreca & Karen Clay & Olivier Deschenes & Michael Greenstone & Joseph S. Shapiro, 2016. "Adapting to Climate Change: The Remarkable Decline in the US Temperature-Mortality Relationship over the Twentieth Century," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 105-159.
    17. 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.
    18. Pichler, Stefan & Ziebarth, Nicolas R., 2017. "The pros and cons of sick pay schemes: Testing for contagious presenteeism and noncontagious absenteeism behavior," Journal of Public Economics, Elsevier, vol. 156(C), pages 14-33.
    19. Stefan Pichler & Katherine Wen & Nicolas R. Ziebarth, 2021. "Positive Health Externalities of Mandating Paid Sick Leave," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(3), pages 715-743, June.
    20. Barmby, Tim & Larguem, Makram, 2009. "Coughs and sneezes spread diseases: An empirical study of absenteeism and infectious illness," Journal of Health Economics, Elsevier, vol. 28(5), pages 1012-1017, September.
    21. Zhang, Xin & Wang, Yixuan & Chen, Xi & Zhang, Xun, 2019. "Prenatal Sunshine Exposure and Birth Outcomes in China," IZA Discussion Papers 12877, Institute of Labor Economics (IZA).
    22. Conway, Karen Smith & Trudeau, Jennifer, 2019. "Sunshine, fertility and racial disparities," Economics & Human Biology, Elsevier, vol. 32(C), pages 18-39.
    23. David Cutler & Grant Miller, 2005. "The role of public health improvements in health advances: The twentieth-century United States," Demography, Springer;Population Association of America (PAA), vol. 42(1), pages 1-22, February.
    24. Jason M. Fletcher, 2018. "New Evidence on the Impacts of Early Exposure to the 1918 Influenza Pandemic on Old-Age Mortality," Working Papers 18-06, Center for Economic Studies, U.S. Census Bureau.
    25. D. Mark Anderson & Kerwin Kofi Charles & Daniel I. Rees, 2018. "Public Health Efforts and the Decline in Urban Mortality," NBER Working Papers 25027, National Bureau of Economic Research, Inc.
    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.
    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. Yothin Jinjarak & Rashad Ahmed & Sameer Nair-Desai & Weining Xin & Joshua Aizenman, 2020. "Accounting for Global COVID-19 Diffusion Patterns, January–April 2020," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 515-559, October.
    2. Guidetti, Bruna & Pereda, Paula & Severnini, Edson R., 2020. "Health Shocks under Hospital Capacity Constraint: Evidence from Air Pollution in Sao Paulo, Brazil," IZA Discussion Papers 13211, Institute of Labor Economics (IZA).
    3. Yun Qiu & Xi Chen & Wei Shi, 2020. "Impacts of social and economic factors on the transmission of coronavirus disease 2019 (COVID-19) in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1127-1172, October.
    4. De Obesso Arias, María de las Mercedes & Pérez Rivero, Carlos Alberto & Carrero Márquez, Oliver, 2023. "Artificial intelligence to manage workplace bullying," Journal of Business Research, Elsevier, vol. 160(C).
    5. Alexander Ahammer & Martin Halla & Mario Lackner, 2023. "Mass gatherings contributed to early COVID‐19 mortality: Evidence from US sports," Contemporary Economic Policy, Western Economic Association International, vol. 41(3), pages 471-488, July.
    6. Zhang, Xin & Wang, Yixuan & Chen, Xi & Zhang, Xun, 2019. "Prenatal Sunshine Exposure and Birth Outcomes in China," IZA Discussion Papers 12877, Institute of Labor Economics (IZA).
    7. Corey White, 2021. "Measuring Social and Externality Benefits of Influenza Vaccination," Journal of Human Resources, University of Wisconsin Press, vol. 56(3), pages 749-785.
    8. Bruna Morais Guidetti & Paula Carvalho Pereda, Edson Roberto Severnini, 2021. "Health Shocks under Hospital Capacity Constraints: Evidence from Air Pollution in São Paulo, Brazil," Working Papers, Department of Economics 2021_05, University of São Paulo (FEA-USP).
    9. 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.
    10. Conway, Karen Smith & Trudeau, Jennifer, 2019. "Sunshine, fertility and racial disparities," Economics & Human Biology, Elsevier, vol. 32(C), pages 18-39.
    11. 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.

    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. Corey White, 2021. "Measuring Social and Externality Benefits of Influenza Vaccination," Journal of Human Resources, University of Wisconsin Press, vol. 56(3), pages 749-785.
    2. Yun Qiu & Xi Chen & Wei Shi, 2020. "Impacts of social and economic factors on the transmission of coronavirus disease 2019 (COVID-19) in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1127-1172, October.
    3. 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.
    4. Pichler, Stefan & Ziebarth, Nicolas R., 2019. "Reprint of: The pros and cons of sick pay schemes: Testing for contagious presenteeism and noncontagious absenteeism behavior," Journal of Public Economics, Elsevier, vol. 171(C), pages 86-104.
    5. Gabriella Conti, 2013. "The Developmental Origins of Health Inequality," Research on Economic Inequality, in: Health and Inequality, volume 21, pages 285-309, Emerald Group Publishing Limited.
    6. 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.
    7. Pichler, Stefan & Ziebarth, Nicolas R., 2017. "The pros and cons of sick pay schemes: Testing for contagious presenteeism and noncontagious absenteeism behavior," Journal of Public Economics, Elsevier, vol. 156(C), pages 14-33.
    8. Arthi, Vellore & Parman, John, 2021. "Disease, downturns, and wellbeing: Economic history and the long-run impacts of COVID-19," Explorations in Economic History, Elsevier, vol. 79(C).
    9. Karen Clay & Joshua A. Lewis & Edson R. Severnini & Xiao Wang, 2020. "The Value of Health Insurance during a Crisis: Effects of Medicaid Implementation on Pandemic Influenza Mortality," NBER Working Papers 27120, National Bureau of Economic Research, Inc.
    10. Rettl, Daniel A. & Schandlbauer, Alexander & Trandafir, Mircea, 2022. "Employee Health and Firm Performance," IZA Discussion Papers 15147, Institute of Labor Economics (IZA).
    11. Ha Trong Nguyen & Huong Thu Le & Luke B Connelly, 2021. "Weather and children's time allocation," Health Economics, John Wiley & Sons, Ltd., vol. 30(7), pages 1559-1579, July.
    12. Stefan Pichler & Katherine Wen & Nicolas R. Ziebarth, 2021. "Positive Health Externalities of Mandating Paid Sick Leave," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(3), pages 715-743, June.
    13. Jonas Helgertz & Tommy Bengtsson, 2019. "The Long-Lasting Influenza: The Impact of Fetal Stress During the 1918 Influenza Pandemic on Socioeconomic Attainment and Health in Sweden, 1968–2012," Demography, Springer;Population Association of America (PAA), vol. 56(4), pages 1389-1425, August.
    14. Zhang, Xin & Wang, Yixuan & Chen, Xi & Zhang, Xun, 2019. "Prenatal Sunshine Exposure and Birth Outcomes in China," IZA Discussion Papers 12877, Institute of Labor Economics (IZA).
    15. Conway, Karen Smith & Trudeau, Jennifer, 2019. "Sunshine, fertility and racial disparities," Economics & Human Biology, Elsevier, vol. 32(C), pages 18-39.
    16. D. Mark Anderson & Daniel I. Rees & Tianyi Wang, 2019. "The Phenomenon of Summer Diarrhea and its Waning, 1910-1930," NBER Working Papers 25689, National Bureau of Economic Research, Inc.
    17. James J. Feigenbaum & Christopher Muller & Elizabeth Wrigley-Field, 2019. "Regional and Racial Inequality in Infectious Disease Mortality in U.S. Cities, 1900–1948," Demography, Springer;Population Association of America (PAA), vol. 56(4), pages 1371-1388, August.
    18. Maclean, J. Catherine & Pichler, Stefan & Ziebarth, Nicolas R., 2020. "Mandated Sick Pay: Coverage, Utilization, and Welfare Effects," IZA Discussion Papers 13132, Institute of Labor Economics (IZA).
    19. 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.
    20. Zoungrana, Tibi Didier & Yerbanga, Antoine & Ouoba, Youmanli, 2022. "Socio-economic and environmental factors in the global spread of COVID-19 outbreak," Research in Economics, Elsevier, vol. 76(4), pages 325-344.

    More about this item

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ecl:harjfk:rwp18-007. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/ksharus.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.