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Air Quality, Human Capital Formation and the Long-term Effects of Environmental Inequality at Birth

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  • John Voorheis

Abstract

A growing body of literature suggests that pollution exposure early in life can have substantial long term effects on an individual’s economic well-being as an adult, however the mechanisms for these effects remain unclear. I contribute to this literature by examining the effect of pollution exposure on several intermediate determinants of adult wages using a unique linked dataset for a large sample of individuals from two cohorts: an older cohort born around the 1970, and a younger cohort born around 1990. This dataset links responses to the American Community Survey to SSA administrative data, the universe of IRS Form 1040 tax returns, pollution concentration data from EPA air quality monitors and satellite remote sensing observations. In both OLS and IV specifications, I find that pollution exposure at birth has a large and economically significant effect on college attendance among 19-22 year olds. Using conventional estimates of the college wage premium, these effects imply that a 10 µg/m3 decrease in particulate matter exposure at birth is associated with a $190 per year increase in annual wages. This effect is smaller than the wage effects in the previous literature, which suggests that human capital acquisition associated with cognitive skills cannot fully explain the long term wage effects of pollution exposure. Indeed, I find evidence for an additional channel working through non-cognitive skill -pollution exposure at birth increases high school non-completion and incarceration among 16-24 year olds, and that these effects are concentrated within disadvantaged communities, with larger effects for non-whites and children of poor parents. I also find that pollution exposure during adolescence has statistically significant effects on high school non-completion and incarceration, but no effect on college attendance. These results suggest that the long term effects of pollution exposure on economic well-being may run through multiple channels, of which both non-cognitive skills and cognitive skills may play a role.

Suggested Citation

  • John Voorheis, 2017. "Air Quality, Human Capital Formation and the Long-term Effects of Environmental Inequality at Birth," CARRA Working Papers 2017-05, Center for Economic Studies, U.S. Census Bureau.
    • Handle: RePEc:cen:cpaper:2017-05
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    References listed on IDEAS

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    1. Lavy, Victor & Ebenstein, Avraham & Roth, Sefi, 2014. "The Impact of Short Term Exposure to Ambient Air Pollution on Cognitive Performance and Human Capital Formation," CEPR Discussion Papers 10302, C.E.P.R. Discussion Papers.
    2. Marcotte, Dave E., 2017. "Something in the air? Air quality and children's educational outcomes," Economics of Education Review, Elsevier, vol. 56(C), pages 141-151.
    3. Douglas Almond & Janet Currie & Valentina Duque, 2018. "Childhood Circumstances and Adult Outcomes: Act II," Journal of Economic Literature, American Economic Association, vol. 56(4), pages 1360-1446, December.
    4. Janet Currie, 2011. "Inequality at Birth: Some Causes and Consequences," American Economic Review, American Economic Association, vol. 101(3), pages 1-22, May.
    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. Nicholas J. Sanders, 2012. "What Doesn’t Kill You Makes You Weaker: Prenatal Pollution Exposure and Educational Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 47(3), pages 826-850.
    7. Janet Currie & Reed Walker, 2011. "Traffic Congestion and Infant Health: Evidence from E-ZPass," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 65-90, January.
    8. 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.
    9. Currie, Janet & Neidell, Matthew & Schmieder, Johannes F., 2009. "Air pollution and infant health: Lessons from New Jersey," Journal of Health Economics, Elsevier, vol. 28(3), pages 688-703, May.
    10. Prashant Bharadwaj & Matthew Gibson & Joshua Graff Zivin & Christopher Neilson, 2017. "Gray Matters: Fetal Pollution Exposure and Human Capital Formation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 505-542.
    11. 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.
    12. Anna Aizer & Janet Currie & Peter Simon & Patrick Vivier, 2018. "Do Low Levels of Blood Lead Reduce Children's Future Test Scores?," American Economic Journal: Applied Economics, American Economic Association, vol. 10(1), pages 307-341, January.
    13. John Voorheis, 2017. "Longitudinal Environmental Inequality and Environmental Gentrification: Who Gains From Cleaner Air?," CARRA Working Papers 2017-04, Center for Economic Studies, U.S. Census Bureau.
    14. Kenneth Y. Chay & Michael Greenstone, 2003. "Air Quality, Infant Mortality, and the Clean Air Act of 1970," Working Papers 0406, Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research.
    15. Tomás Rau & Sergio Urzúa & Loreto Reyes, 2015. "Early Exposure to Hazardous Waste and Academic Achievement: Evidence from a Case of Environmental Negligence," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(4), pages 527-563.
    16. Claudia Persico & David Figlio & Jeffrey Roth, 2016. "Inequality Before Birth: The Developmental Consequences of Environmental Toxicants," NBER Working Papers 22263, National Bureau of Economic Research, Inc.
    17. Evan Herrnstadt & Erich Muehlegger, 2015. "Air Pollution and Criminal Activity: Evidence from Chicago Microdata," NBER Working Papers 21787, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Joseph E. Aldy & Maximilian Auffhammer & Maureen Cropper & Arthur Fraas & Richard Morgenstern, 2022. "Looking Back at 50 Years of the Clean Air Act," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 179-232, March.
    2. Bryan A. Stuart, 2022. "The Long-Run Effects of Recessions on Education and Income," American Economic Journal: Applied Economics, American Economic Association, vol. 14(1), pages 42-74, January.
    3. Colmer, Jonathan & Voorheis, John, 2020. "The grandkids aren't alright: the intergenerational effects of prenatal pollution exposure," LSE Research Online Documents on Economics 108495, London School of Economics and Political Science, LSE Library.
    4. Aguilar-Gómez , Sandra & Cárdenas, Juan Camilo & Salas Díaz, Ricardo, 2024. "Environmental Justice Beyond Race: Skin Tone and Exposure to Air Pollution," Documentos CEDE 21042, Universidad de los Andes, Facultad de Economía, CEDE.
    5. Persico, Claudia L., 2020. "Can Pollution Cause Poverty? The Effects of Pollution on Educational, Health and Economic Outcomes," IZA Discussion Papers 12965, Institute of Labor Economics (IZA).
    6. Aldy, Joseph E. & Auffhammer, Maximillian & Cropper, Maureen L. & Fraas, Arthur G. & Morgenstern, Richard D., 2020. "Looking Back at Fifty Years of the Clean Air Act," RFF Working Paper Series 20-01, Resources for the Future.

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