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The Human Capital Cost of Radiation: Long-Run Evidence from Exposure Outside the Womb

Author

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  • Elsner, Benjamin

    (University College Dublin)

  • Wozny, Florian

    (German Aerospace Center DLR)

Abstract

This paper studies the long-term effect of radiation on cognitive skills. We use regional variation in nuclear fallout caused by the Chernobyl disaster in 1986, which led to a permanent increase in radiation levels in most of Europe. To identify a causal effect, we exploit the fact that the degree of soil contamination depended on rainfall within a critical ten-day window after the disaster. Based on unique geo-coded survey data from Germany, we show that people who lived in highly-contaminated areas in 1986 perform significantly worse in standardized cognitive tests 25 years later. This effect is driven by the older cohorts in our sample (born before 1976), whereas we find no effect for people who were first exposed during early childhood. These results are consistent with radiation accelerating cognitive decline during older ages. Moreover, they suggest that radiation has negative effects even when people are first exposed as adults, and point to significant external costs of man-made sources of radiation.

Suggested Citation

  • Elsner, Benjamin & Wozny, Florian, 2018. "The Human Capital Cost of Radiation: Long-Run Evidence from Exposure Outside the Womb," IZA Discussion Papers 11408, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp11408
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    1. Anderson, Michael L, 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt15n8j26f, Department of Agricultural & Resource Economics, UC Berkeley.
    2. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    3. Mahanta, Ratul & Chowdhury, Jayashree & Nath, Hiranya K., 2016. "Health costs of arsenic contamination of drinking water in Assam, India," Economic Analysis and Policy, Elsevier, vol. 49(C), pages 30-42.
    4. Stephen B. Billings & Kevin T. Schnepel, 2018. "Life after Lead: Effects of Early Interventions for Children Exposed to Lead," American Economic Journal: Applied Economics, American Economic Association, vol. 10(3), pages 315-344, July.
    5. 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.
    6. Antoni, Manfred & Drasch, Katrin & Kleinert, Corinna & Matthes, Britta & Ruland, Michael & Trahms, Annette, 2011. "Working and learning in a changing world : Part I: Overview of the study - March 2011 (Second, updated version)," FDZ Methodenreport 201005_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    7. Toman Barsbai & Hillel Rapoport & Andreas Steinmayr & Christoph Trebesch, 2017. "The Effect of Labor Migration on the Diffusion of Democracy: Evidence from a Former Soviet Republic," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 36-69, July.
    8. Avraham Ebenstein & Victor Lavy & Sefi Roth, 2016. "The Long-Run Economic Consequences of High-Stakes Examinations: Evidence from Transitory Variation in Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 36-65, October.
    9. 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.
    10. Zimmermann, Klaus F. & Krause, Annabelle & Chowdhury, Shyamal, 2015. "Arsenic Contamination of Drinking Water and Mental Health," CEPR Discussion Papers 10978, C.E.P.R. Discussion Papers.
    11. Janet Currie & Matthew Neidell, 2005. "Air Pollution and Infant Health: What Can We Learn from California's Recent Experience?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1003-1030.
    12. Halla, Martin & Zweimüller, Martina, 2014. "Parental Response to Early Human Capital Shocks: Evidence from the Chernobyl Accident," IZA Discussion Papers 7968, Institute of Labor Economics (IZA).
    13. Danzer, Alexander M. & Danzer, Natalia, 2016. "The long-run consequences of Chernobyl: Evidence on subjective well-being, mental health and welfare," Journal of Public Economics, Elsevier, vol. 135(C), pages 47-60.
    14. Kenneth Y. Chay & Michael Greenstone, 2003. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1121-1167.
    15. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    16. Lichter, Andreas & Pestel, Nico & Sommer, Eric, 2017. "Productivity effects of air pollution: Evidence from professional soccer," Labour Economics, Elsevier, vol. 48(C), pages 54-66.
    17. Joshua Graff Zivin & Matthew Neidell, 2013. "Environment, Health, and Human Capital," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 689-730, September.
    18. Lehmann, Hartmut & Wadsworth, Jonathan, 2011. "The impact of Chernobyl on health and labour market performance," Journal of Health Economics, Elsevier, vol. 30(5), pages 843-857.
    19. Salvanes, Kjell G & Black, Sandra & Devereux, Paul J., 2013. "This Is Only a Test? Long-Run Impacts of Prenatal Exposure to Radioactive Fallout," CEPR Discussion Papers 9443, C.E.P.R. Discussion Papers.
    20. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    21. Adam Isen & Maya Rossin-Slater & W. Reed Walker, 2017. "Every Breath You Take—Every Dollar You’ll Make: The Long-Term Consequences of the Clean Air Act of 1970," Journal of Political Economy, University of Chicago Press, vol. 125(3), pages 848-902.
    22. Olivier Deschenes & Michael Greenstone & Jonathan Guryan, 2009. "Climate Change and Birth Weight," American Economic Review, American Economic Association, vol. 99(2), pages 211-217, May.
    23. Feigenbaum, James J. & Muller, Christopher, 2016. "Lead exposure and violent crime in the early twentieth century," Explorations in Economic History, Elsevier, vol. 62(C), pages 51-86.
    24. Katrin Drasch & Britta Matthes, 2013. "Improving retrospective life course data by combining modularized self-reports and event history calendars: experiences from a large scale survey," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(2), pages 817-838, February.
    25. Maike Reimer & Britta Matthes, 2007. "Collecting Event Histories with TrueTales:Techniques to Improve Autobiographical Recall Problems in Standardized Interviews," Quality & Quantity: International Journal of Methodology, Springer, vol. 41(5), pages 711-735, October.
    26. Anna Aizer & Janet Currie, 2019. "Lead and Juvenile Delinquency: New Evidence from Linked Birth, School, and Juvenile Detention Records," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 575-587, October.
    27. Janet Currie & Eric A. Hanushek & E. Megan Kahn & Matthew Neidell & Steven G. Rivkin, 2009. "Does Pollution Increase School Absences?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 682-694, November.
    28. Toman Barsbai & Hillel Rapoport & Andreas Steinmayr & Christoph Trebesch, 2017. "The Effect of Labor Migration on the Diffusion of Democracy: Evidence from a Former Soviet Republic," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 36-69, July.
    29. 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.
    30. Martina Zweimueller & Martin Halla, 2014. "Parental Response to Early Human Capital Shocks," CINCH Working Paper Series 1401, Universitaet Duisburg-Essen, Competent in Competition and Health.
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    2. Kronenberg, Christoph, 2020. "New(spaper) Evidence of a Reduction in Suicide Mentions during the 19th‐century US Gold Rush," CINCH Working Paper Series (since 2020) 73382, Duisburg-Essen University Library, DuEPublico.

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    More about this item

    Keywords

    human capital; radioactivity; cognitive skills; environment;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

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