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Toxic test scores: The impact of chemical releases on standardized test performance within U.S. schools

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  • Jacqz, Irene

Abstract

This paper estimates the effects of exposure to toxic chemicals, and individual airborne metals in particular, in early childhood on school-level standardized test performance a decade later. The analysis links the cohort-level proficiency of primary school students born in the United States in the early 2000s to Toxics Release Inventory exposure, exploiting variation in the timing and magnitude of toxicity risk within public school catchment areas to estimate the impact of early exposure on educational outcomes. Estimates of airborne toxicity, which account for composition, may better correspond to human health risks from air pollution than total fine particulates. One standard deviation higher aggregate airborne toxicity in the catchment area during the year in which most students were born causes cohorts to perform 0.016 standard deviations worse on statewide tests. Finally, airborne chromium is identified as a driver of this effect: a ten percent change in ambient chromium concentrations during the first year of life causes a decrease in standardized test proficiency of 0.01 standard deviations.

Suggested Citation

  • Jacqz, Irene, 2022. "Toxic test scores: The impact of chemical releases on standardized test performance within U.S. schools," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
  • Handle: RePEc:eee:jeeman:v:115:y:2022:i:c:s0095069622000146
    DOI: 10.1016/j.jeem.2022.102628
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    as
    1. Heather Royer, 2009. "Separated at Girth: US Twin Estimates of the Effects of Birth Weight," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 49-85, January.
    2. David Deming, 2009. "Early Childhood Intervention and Life-Cycle Skill Development: Evidence from Head Start," American Economic Journal: Applied Economics, American Economic Association, vol. 1(3), pages 111-134, July.
    3. Sandra E. Black, 1999. "Do Better Schools Matter? Parental Valuation of Elementary Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 577-599.
    4. 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.
    5. Chay, Kenneth & Dobkin, Carlos & Greenstone, Michael, 2003. "The Clean Air Act of 1970 and Adult Mortality," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 279-300, December.
    6. Christopher R. Knittel & Douglas L. Miller & Nicholas J. Sanders, 2016. "Caution, Drivers! Children Present: Traffic, Pollution, and Infant Health," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 350-366, May.
    7. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2007. "From the Cradle to the Labor Market? The Effect of Birth Weight on Adult Outcomes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 409-439.
    8. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    9. Michael Ash & James K. Boyce, 2018. "Racial disparities in pollution exposure and employment at US industrial facilities," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 115(42), pages 10636-10641, October.
    10. repec:pri:cheawb:case_paxson_economic_status_paper is not listed on IDEAS
    11. 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.
    12. 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).
    13. 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.
    14. Liu, Jing & Lee, Monica & Gershenson, Seth, 2021. "The short- and long-run impacts of secondary school absences," Journal of Public Economics, Elsevier, vol. 199(C).
    15. Janet Currie, 2009. "Healthy, Wealthy, and Wise: Socioeconomic Status, Poor Health in Childhood, and Human Capital Development," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 87-122, March.
    16. Anderson, Michael L. & Gallagher, Justin & Ramirez Ritchie, Elizabeth, 2018. "School meal quality and academic performance," Journal of Public Economics, Elsevier, vol. 168(C), pages 81-93.
    17. 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.
    18. repec:pri:cheawb:case_paxson_economic_status_paper.pdf is not listed on IDEAS
    19. 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.
    20. Michael Ash & T. Robert Fetter, 2004. "Who Lives on the Wrong Side of the Environmental Tracks? Evidence from the EPA's Risk‐Screening Environmental Indicators Model," Social Science Quarterly, Southwestern Social Science Association, vol. 85(2), pages 441-462, June.
    21. 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.
    22. Janet Currie & Michael Greenstone & Enrico Moretti, 2011. "Superfund Cleanups and Infant Health," American Economic Review, American Economic Association, vol. 101(3), pages 435-441, May.
    23. Agarwal, Nikhil & Banternghansa, Chanont & Bui, Linda T.M., 2010. "Toxic exposure in America: Estimating fetal and infant health outcomes from 14 years of TRI reporting," Journal of Health Economics, Elsevier, vol. 29(4), pages 557-574, July.
    24. Janet Currie & Johannes F. Schmieder, 2009. "Fetal Exposures to Toxic Releases and Infant Health," American Economic Review, American Economic Association, vol. 99(2), pages 177-183, May.
    25. 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.
    26. Janet Currie & Lucas Davis & Michael Greenstone & Reed Walker, 2015. "Environmental Health Risks and Housing Values: Evidence from 1,600 Toxic Plant Openings and Closings," American Economic Review, American Economic Association, vol. 105(2), pages 678-709, February.
    27. 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.
    28. H. Spencer Banzhaf & Randall P. Walsh, 2008. "Do People Vote with Their Feet? An Empirical Test of Tiebout," American Economic Review, American Economic Association, vol. 98(3), pages 843-863, June.
    29. Ferrie, Joseph P. & Rolf, Karen & Troesken, Werner, 2012. "Cognitive disparities, lead plumbing, and water chemistry: Prior exposure to water-borne lead and intelligence test scores among World War Two U.S. Army enlistees," Economics & Human Biology, Elsevier, vol. 10(1), pages 98-111.
    30. Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic Status and Health in Childhood: The Origins of the Gradient," American Economic Review, American Economic Association, vol. 92(5), pages 1308-1334, December.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. Anderson, Michael L & Gallagher, Justin & Ritchie, Elizabeth Ramirez, 2018. "School meal quality and academic performance," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt9w943058, Department of Agricultural & Resource Economics, UC Berkeley.
    36. repec:ucn:wpaper:10197/317 is not listed on IDEAS
    37. Hans Grönqvist & J. Peter Nilsson & Per-Olof Robling, 2020. "Understanding How Low Levels of Early Lead Exposure Affect Children’s Life Trajectories," Journal of Political Economy, University of Chicago Press, vol. 128(9), pages 3376-3433.
    38. Scott Marchi & James Hamilton, 2006. "Assessing the Accuracy of Self-Reported Data: an Evaluation of the Toxics Release Inventory," Journal of Risk and Uncertainty, Springer, vol. 32(1), pages 57-76, January.
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