IDEAS home Printed from https://ideas.repec.org/a/eee/ehbiol/v31y2018icp125-137.html
   My bibliography  Save this article

The long-run effects of pandemic influenza on the development of children from elite backgrounds: Evidence from industrializing Japan

Author

Listed:
  • Ogasawara, Kota

Abstract

This study estimates the lingering effects of fetal exposure to the 1918 influenza pandemic on the development of secondary school and girls’ high school students in industrializing Japan. In order to refine the verification of the fetal origins hypothesis, we tried not only to focus on children from elite schools but also to construct the continuous influenza mortality measure using monthly variations in the number of births and influenza deaths. By utilizing a nationwide multidimensional physical examination dataset, we found that fetal exposure to influenza in the pandemic years reduced the heights of boys and girls by approximately 0.3 cm and 0.1 cm, respectively. While the strongest negative magnitude was observed in the pandemic period, the lingering relapses in the post-pandemic period still had considerable adverse effects on height. In relation to the lowest decile group which experienced normal influenza mortality in non-pandemic years, the heights of the boys and girls who experienced pandemic influenza in the womb are approximately 0.6 and 0.3 cm lower. The lingering influenza relapse in the post-pandemic period has an adverse effect on the boys’ height, accounting for roughly 80% of the maximum pandemic effect.

Suggested Citation

  • Ogasawara, Kota, 2018. "The long-run effects of pandemic influenza on the development of children from elite backgrounds: Evidence from industrializing Japan," Economics & Human Biology, Elsevier, vol. 31(C), pages 125-137.
  • Handle: RePEc:eee:ehbiol:v:31:y:2018:i:c:p:125-137
    DOI: 10.1016/j.ehb.2018.08.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1570677X1830100X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ehb.2018.08.012?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. repec:pri:rpdevs:case_paxson_cog_function_additional.pdf is not listed on IDEAS
    2. Laszlo Balazsi & Laszlo Matyas & Tom Wansbeek, 2018. "The estimation of multidimensional fixed effects panel data models," Econometric Reviews, Taylor & Francis Journals, vol. 37(3), pages 212-227, March.
    3. Abhijit Banerjee & Esther Duflo & Gilles Postel-Vinay & Timothy M. Watts, 2007. "Long Run Health Impacts of Income Shocks: Wine and Phylloxera in 19th Century France," NBER Working Papers 12895, National Bureau of Economic Research, Inc.
    4. Carlos Bozzoli & Angus Deaton & Climent Quintana-Domeque, 2009. "Adult height and childhood disease," Demography, Springer;Population Association of America (PAA), vol. 46(4), pages 647-669, November.
    5. Douglas Almond & Lena Edlund & Mårten Palme, 2009. "Chernobyl's Subclinical Legacy: Prenatal Exposure to Radioactive Fallout and School Outcomes in Sweden," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1729-1772.
    6. Janet Currie & Tom Vogl, 2013. "Early-Life Health and Adult Circumstance in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 1-36, May.
    7. Anne Case & Christina Paxson, 2008. "Height, Health, and Cognitive Function at Older Ages," American Economic Review, American Economic Association, vol. 98(2), pages 463-467, May.
    8. Drixler, Fabian F., 2016. "Hidden in Plain Sight: Stillbirths and Infanticides in Imperial Japan," The Journal of Economic History, Cambridge University Press, vol. 76(3), pages 651-696, September.
    9. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    10. Florencia Torche, 2011. "The Effect of Maternal Stress on Birth Outcomes: Exploiting a Natural Experiment," Demography, Springer;Population Association of America (PAA), vol. 48(4), pages 1473-1491, November.
    11. 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.
    12. Masozera, Michel & Bailey, Melissa & Kerchner, Charles, 2007. "Distribution of impacts of natural disasters across income groups: A case study of New Orleans," Ecological Economics, Elsevier, vol. 63(2-3), pages 299-306, August.
    13. Neelsen, Sven & Stratmann, Thomas, 2012. "Long-run effects of fetal influenza exposure: Evidence from Switzerland," Social Science & Medicine, Elsevier, vol. 74(1), pages 58-66.
    14. Mulmi, Prajula & Block, Steven A. & Shively, Gerald E. & Masters, William A., 2016. "Climatic conditions and child height: Sex-specific vulnerability and the protective effects of sanitation and food markets in Nepal," Economics & Human Biology, Elsevier, vol. 23(C), pages 63-75.
    15. Schneider, Eric B. & Ogasawara, Kota, 2018. "Disease and child growth in industrialising Japan: Critical windows and the growth pattern, 1917–39," Explorations in Economic History, Elsevier, vol. 69(C), pages 64-80.
    16. Lee, Chulhee, 2014. "In utero exposure to the Korean War and its long-term effects on socioeconomic and health outcomes," Journal of Health Economics, Elsevier, vol. 33(C), pages 76-93.
    17. Abhijit Banerjee & Esther Duflo & Gilles Postel-Vinay & Tim Watts, 2010. "Long-Run Health Impacts of Income Shocks: Wine and Phylloxera in Nineteenth-Century France," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 714-728, November.
    18. Ogasawara, Kota, 2017. "Persistence of pandemic influenza on the development of children: Evidence from industrializing Japan," Social Science & Medicine, Elsevier, vol. 181(C), pages 43-53.
    19. J. Peter Nilsson, 2017. "Alcohol Availability, Prenatal Conditions, and Long-Term Economic Outcomes," Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 1149-1207.
    20. Anne Case & Christina Paxson, 2010. "Causes and consequences of early-life health," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 65-85, March.
    21. repec:pri:rpdevs:case_paxson_cog_function_additional is not listed on IDEAS
    22. Datta Gupta, Nabanita & Deding, Mette & Lausten, Mette, 2013. "The effect of low birth weight on height, weight and behavioral outcomes in the medium-run," Economics & Human Biology, Elsevier, vol. 11(1), pages 42-55.
    23. repec:pri:rpdevs:case_paxson_height_health_and_cognitive_function.pdf is not listed on IDEAS
    24. Schneider, Eric B., 2018. "Sample selection biases and the historical growth pattern of children," Economic History Working Papers 87075, London School of Economics and Political Science, Department of Economic History.
    25. Douglas Almond & Janet Currie, 2011. "Killing Me Softly: The Fetal Origins Hypothesis," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 153-172, Summer.
    26. Myrskylä, M. & Mehta, N.K. & Chang, V.W., 2013. "Early life exposure to the 1918 influenza pandemic and old-age mortality by cause of death," American Journal of Public Health, American Public Health Association, vol. 103(7), pages 83-90.
    27. repec:pri:cheawb:case_paxson_height_health_and_cognitive_function is not listed on IDEAS
    28. Janet Currie & Hannes Schwandt, 2016. "The 9/11 Dust Cloud and Pregnancy Outcomes: A Reconsideration," Journal of Human Resources, University of Wisconsin Press, vol. 51(4), pages 805-805-831.
    29. repec:pri:rpdevs:case_paxson_height_health_and_cognitive_function is not listed on IDEAS
    30. James G. MacKinnon & Matthew D. Webb, 2017. "Wild Bootstrap Inference for Wildly Different Cluster Sizes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(2), pages 233-254, March.
    31. Douglas Almond & Bhashkar Mazumder, 2011. "Health Capital and the Prenatal Environment: The Effect of Ramadan Observance during Pregnancy," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 56-85, October.
    32. Elaine Kelly, 2011. "The Scourge of Asian Flu: In utero Exposure to Pandemic Influenza and the Development of a Cohort of British Children," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 669-694.
    33. Schultz-Nielsen, Marie Louise & Tekin, Erdal & Greve, Jane, 2016. "Labor market effects of intrauterine exposure to nutritional deficiency: Evidence from administrative data on Muslim immigrants in Denmark," Economics & Human Biology, Elsevier, vol. 21(C), pages 196-209.
    34. repec:pri:cheawb:case_and_paxson_early_life_health_w15637 is not listed on IDEAS
    35. repec:pri:cheawb:case_and_paxson_early_life_health_w15637.pdf is not listed on IDEAS
    36. Jürgen Maurer & Katherine M. Harris, 2016. "Learning to Trust Flu Shots: Quasi‐Experimental Evidence from the 2009 Swine Flu Pandemic," Health Economics, John Wiley & Sons, Ltd., vol. 25(9), pages 1148-1162, September.
    37. repec:pri:rpdevs:case_and_paxson_early_life_health_w15637 is not listed on IDEAS
    38. 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.
    39. Groppo, Valeria & Kraehnert, Kati, 2016. "Extreme Weather Events and Child Height: Evidence from Mongolia," World Development, Elsevier, vol. 86(C), pages 59-78.
    40. Bundervoet, Tom & Fransen, Sonja, 2018. "The educational impact of shocks in utero: Evidence from Rwanda," Economics & Human Biology, Elsevier, vol. 29(C), pages 88-101.
    41. Douglas Almond & Bhashkar Mazumder, 2005. "The 1918 Influenza Pandemic and Subsequent Health Outcomes: An Analysis of SIPP Data," American Economic Review, American Economic Association, vol. 95(2), pages 258-262, May.
    42. Sotomayor, Orlando, 2013. "Fetal and infant origins of diabetes and ill health: Evidence from Puerto Rico's 1928 and 1932 hurricanes," Economics & Human Biology, Elsevier, vol. 11(3), pages 281-293.
    43. Bassino, Jean-Pascal, 2006. "Inequality in Japan (1892-1941): Physical stature, income, and health," Economics & Human Biology, Elsevier, vol. 4(1), pages 62-88, January.
    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. Ilan Noy & Toshihiro Okubo & Eric Strobl, 2023. "The Japanese textile sector and the influenza pandemic of 1918–1920," Journal of Regional Science, Wiley Blackwell, vol. 63(5), pages 1192-1227, November.
    2. Cámara, Antonio D. & Puche, Javier & Martínez-Carrión, José Miguel, 2021. "Assessing the effects of autarchic policies on the biological well-being: Analysis of deviations in cohort male height in the Valencian Community (Spain) during Francoist regime," Social Science & Medicine, Elsevier, vol. 273(C).
    3. Ogasawara, Kota, 2022. "Pandemic influenza and gender imbalance: Mortality selection before births," Social Science & Medicine, Elsevier, vol. 311(C).
    4. 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).
    5. 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.
    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. Abeliansky, Ana Lucia & Strulik, Holger, 2020. "Season of birth, health and aging," Economics & Human Biology, Elsevier, vol. 36(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. 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.
    2. Ogasawara, Kota, 2017. "Persistence of pandemic influenza on the development of children: Evidence from industrializing Japan," Social Science & Medicine, Elsevier, vol. 181(C), pages 43-53.
    3. Richter, André & Robling, Per Olof, 2013. "Multigenerational e ffects of the 1918-19 influenza pandemic in Sweden," Working Paper Series 5/2013, Stockholm University, Swedish Institute for Social Research.
    4. Dagnelie, Olivier & Luca, Giacomo Davide De & Maystadt, Jean-François, 2018. "Violence, selection and infant mortality in Congo," Journal of Health Economics, Elsevier, vol. 59(C), pages 153-177.
    5. Bobonis, Gustavo J. & Stabile, Mark & Tovar, Leonardo, 2020. "Military training exercises, pollution, and their consequences for health," Journal of Health Economics, Elsevier, vol. 73(C).
    6. Ball, Alastair, 2014. "Air pollution, foetal mortality, and long-term health: Evidence from the Great London Smog," MPRA Paper 63229, University Library of Munich, Germany, revised 25 Mar 2015.
    7. Eskander, Shaikh M.S.U. & Barbier, Edward B., 2022. "Long-term impacts of the 1970 cyclone in Bangladesh," World Development, Elsevier, vol. 152(C).
    8. Kota Ogasawara, 2022. "Persistence of natural disasters on children's health: Evidence from the Great Kantō Earthquake of 1923," Economic History Review, Economic History Society, vol. 75(4), pages 1054-1082, November.
    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. Berthelon, Matias & Kruger, Diana & Sanchez, Rafael, 2021. "Maternal stress during pregnancy and early childhood development," Economics & Human Biology, Elsevier, vol. 43(C).
    11. Schiman, Jeffrey C. & Kaestner, Robert & Lo Sasso, Anthony T., 2019. "Infant mortality and adult wellbeing: Evidence from wartime Britain," Labour Economics, Elsevier, vol. 60(C), pages 12-29.
    12. Alastair Ball, 2018. "The Long-Term Economic Costs of the Great London Smog," Birkbeck Working Papers in Economics and Finance 1814, Birkbeck, Department of Economics, Mathematics & Statistics.
    13. Ogasawara, Kota & Inoue, Tatsuki, 2021. "The long-run heterogeneous effects of a cholera pandemic on stature: Evidence from industrializing Japan," Economics & Human Biology, Elsevier, vol. 41(C).
    14. Turner, Alex J. & Fichera, Eleonora & Sutton, Matt, 2021. "The effects of in-utero exposure to influenza on mental health and mortality risk throughout the life-course," Economics & Human Biology, Elsevier, vol. 43(C).
    15. Sulin Sardoschau, 2019. "Children of War: In-Utero Stress and Child Health in Iraq," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-02383137, HAL.
    16. 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.
    17. Ogasawara, Kota, 2022. "Pandemic influenza and gender imbalance: Mortality selection before births," Social Science & Medicine, Elsevier, vol. 311(C).
    18. 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.
    19. Guimbeau, Amanda & Ji, Xinde James & Long, Zi & Menon, Nidhiya, 2023. "Ocean Salinity, Early-Life Health, and Adaptation," IZA Discussion Papers 16463, Institute of Labor Economics (IZA).
    20. Sulin Sardoschau, 2019. "Children of War: In-Utero Stress and Child Health in Iraq," Working Papers halshs-02383137, HAL.

    More about this item

    Keywords

    Child growth; Elite children; Fetal origins; Height; Influenza; Long-run effects;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • N35 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Asia including Middle East

    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:ehbiol:v:31:y:2018:i:c:p:125-137. 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/622964 .

    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.