IDEAS home Printed from https://ideas.repec.org/p/nev/wpaper/wp201901.html
   My bibliography  Save this paper

Superfund Cleanups and Children's Lead Exposure

Author

Listed:
  • Heather Klemick
  • Henry Mason
  • Karen Sullivan

Abstract

This study evaluates the effect of EPA’s Superfund cleanup program on children’s lead exposure. We linked two decades of blood lead level (BLL) measurements from children in six states with data on Superfund sites and other lead risk factors. We used quasi-experimental methods to identify the causal effect of proximity to Superfund cleanups on rates of elevated BLL. We estimated a difference-in-difference model comparing the change in elevated BLL of children closer to versus farther from lead-contaminated sites before, during, and after cleanup. We also estimated a triple difference model including children near hazardous sites with minimal to no lead contamination as a comparison group. We used spatial fixed effects and matching to minimize potential bias from unobserved differences between the treatment and comparison groups. Results indicate that Superfund cleanups lowered the risk of elevated BLL for children living within 2 kilometers of lead-contaminated sites 8 to 18 percent.

Suggested Citation

  • Heather Klemick & Henry Mason & Karen Sullivan, 2019. "Superfund Cleanups and Children's Lead Exposure," NCEE Working Paper Series 201901, National Center for Environmental Economics, U.S. Environmental Protection Agency.
  • Handle: RePEc:nev:wpaper:wp201901
    as

    Download full text from publisher

    File URL: https://www.epa.gov/environmental-economics/superfund-cleanups-and-childrens-lead-exposure
    File Function: First version, 2019
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Michael Greenstone & Justin Gallagher, 2008. "Does Hazardous Waste Matter? Evidence from the Housing Market and the Superfund Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 951-1003.
    2. Sammy Zahran & Terrence Iverson & Shawn P. McElmurry & Stephan Weiler, 2017. "The Effect of Leaded Aviation Gasoline on Blood Lead in Children," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 575-610.
    3. Kevin Haninger & Lala Ma & Christopher Timmins, 2017. "The Value of Brownfield Remediation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(1), pages 197-241.
    4. Dennis Guignet, 2013. "What Do Property Values Really Tell Us? A Hedonic Study of Underground Storage Tanks," Land Economics, University of Wisconsin Press, vol. 89(2), pages 211-226.
    5. Jerry Hausman, 2001. "Mismeasured Variables in Econometric Analysis: Problems from the Right and Problems from the Left," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 57-67, Fall.
    6. Zabel, Jeffrey E. & Guignet, Dennis, 2012. "A hedonic analysis of the impact of LUST sites on house prices," Resource and Energy Economics, Elsevier, vol. 34(4), pages 549-564.
    7. 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.
    8. Janet Currie, 2011. "Inequality at Birth: Some Causes and Consequences," American Economic Review, American Economic Association, vol. 101(3), pages 1-22, May.
    9. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LP, vol. 9(4), pages 524-546, December.
    10. 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.
    11. Meyer, Bruce D. & Mittag, Nikolas, 2017. "Misclassification in binary choice models," Journal of Econometrics, Elsevier, vol. 200(2), pages 295-311.
    12. Evan J. Ringquist, 2005. "Assessing evidence of environmental inequities: A meta-analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 24(2), pages 223-247.
    13. 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.
    14. William Greene, 2004. "Fixed Effects and Bias Due to the Incidental Parameters Problem in the Tobit Model," Econometric Reviews, Taylor & Francis Journals, vol. 23(2), pages 125-147.
    15. 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.
    16. Dennis Guignet & Robin R. Jenkins & Matthew Ranson & Patrick J. Walsh, 2016. "Do Housing Values Respond to Underground Storage Tank Releases? Evidence from High-Profile Cases across the United States," NCEE Working Paper Series 201601, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Mar 2016.
    17. 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.
    18. Gamper-Rabindran, Shanti & Timmins, Christopher, 2013. "Does cleanup of hazardous waste sites raise housing values? Evidence of spatially localized benefits," Journal of Environmental Economics and Management, Elsevier, vol. 65(3), pages 345-360.
    19. David E. Giles, 2011. "Interpreting Dummy Variables in Semi-logarithmic Regression Models: Exact Distributional Results," Econometrics Working Papers 1101, Department of Economics, University of Victoria.
    20. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    21. Hausman, J. A. & Abrevaya, Jason & Scott-Morton, F. M., 1998. "Misclassification of the dependent variable in a discrete-response setting," Journal of Econometrics, Elsevier, vol. 87(2), pages 239-269, September.
    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. Alex Hollingsworth & Ivan Rudik, 2021. "The Effect of Leaded Gasoline on Elderly Mortality: Evidence from Regulatory Exemptions," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 345-373, August.
    2. Dave, Dhaval M. & Yang, Muzhe, 2022. "Lead in drinking water and birth outcomes: A tale of two water treatment plants," Journal of Health Economics, Elsevier, vol. 84(C).
    3. Abbasi, Ali & DiTraglia, Francis J. & Gazze, Ludovica & Pals, Bridget, 2023. "Hidden hazards and screening policy: Predicting undetected lead exposure in Illinois," Journal of Health Economics, Elsevier, vol. 90(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. Guignet, Dennis & Jenkins, Robin & Ranson, Matthew & Walsh, Patrick J., 2018. "Contamination and incomplete information: Bounding implicit prices using high-profile leaks," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 259-282.
    2. Karen Clay & Margarita Portnykh & Edson Severnini, 2021. "Toxic Truth: Lead and Fertility," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(5), pages 975-1012.
    3. Gazze, Ludovica, 2021. "The price and allocation effects of targeted mandates: Evidence from lead hazards," Journal of Urban Economics, Elsevier, vol. 123(C).
    4. Guignet, Dennis & Jenkins, Robin R. & Belke, James & Mason, Henry, 2023. "The property value impacts of industrial chemical accidents," Journal of Environmental Economics and Management, Elsevier, vol. 120(C).
    5. Steve Gibbons & Stephan Heblich & Esther Lho & Christopher Timmins, 2016. "Fear of Fracking? The Impact of the Shale Gas Exploration on House Prices in Britain," SERC Discussion Papers 0207, Centre for Economic Performance, LSE.
    6. Guignet, Dennis B. & Martinez-Cruz, Adan L., 2018. "The impacts of underground petroleum releases on a homeowner's decision to sell: A difference-in-differences approach," Regional Science and Urban Economics, Elsevier, vol. 69(C), pages 11-24.
    7. Jennifer A. Heissel & Claudia Persico & David Simon, 2022. "Does Pollution Drive Achievement? The Effect of Traffic Pollution on Academic Performance," Journal of Human Resources, University of Wisconsin Press, vol. 57(3), pages 747-776.
    8. 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.
    9. Lappi, Pauli, 2018. "Optimal clean-up of polluted sites," Resource and Energy Economics, Elsevier, vol. 54(C), pages 53-68.
    10. 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).
    11. Walsh, Patrick & Mui, Preston, 2017. "Contaminated sites and information in hedonic models: An analysis of a NJ property disclosure law," Resource and Energy Economics, Elsevier, vol. 50(C), pages 1-14.
    12. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    13. Yokoo, Hide-Fumi & Arimura, Toshi H. & Chattopadhyay, Mriduchhanda & Katayama, Hajime, 2023. "Subjective risk belief function in the field: Evidence from cooking fuel choices and health in India," Journal of Development Economics, Elsevier, vol. 161(C).
    14. Kitchens, Carl & Wallace, Cullen T., 2022. "The impact of place-based poverty relief: Evidence from the Federal Promise Zone Program," Regional Science and Urban Economics, Elsevier, vol. 95(C).
    15. Mei, Yingdan & Qiu, Jixiang & Wu, Jialu & Meng, Lina, 2021. "Do residents care about urban dumps? Evidence from individual housing transaction data," Land Use Policy, Elsevier, vol. 109(C).
    16. Alex Hollingsworth & Ivan Rudik, 2021. "The Effect of Leaded Gasoline on Elderly Mortality: Evidence from Regulatory Exemptions," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 345-373, August.
    17. Zhaohua Zhang & Derrick Robinson & Diane Hite, 2018. "Racial Residential Segregation: Measuring Location Choice Attributes of Environmental Quality and Self-Segregation," Sustainability, MDPI, vol. 10(4), pages 1-20, April.
    18. Gazze, Ludovica & Heissel, Jennifer, 2021. "Infrastructure upgrades and lead exposure: Do cities face trade-offs when replacing water mains?," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    19. Clay, Karen & Portnykh, Margarita & Severnini, Edson, 2019. "The legacy lead deposition in soils and its impact on cognitive function in preschool-aged children in the United States," Economics & Human Biology, Elsevier, vol. 33(C), pages 181-192.
    20. Phaneuf, Daniel J. & Liu, Xiangping, 2016. "Disentangling property value impacts of environmental contamination from locally undesirable land uses: Implications for measuring post-cleanup stigmaAuthor-Name: Taylor, Laura O," Journal of Urban Economics, Elsevier, vol. 93(C), pages 85-98.

    More about this item

    Keywords

    Blood lead levels; child health; lead exposure; Superfund; contaminated land;
    All these keywords.

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

    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:nev:wpaper:wp201901. 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: Cynthia Morgan (email available below). General contact details of provider: https://edirc.repec.org/data/nepgvus.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.