Skip to main content
U.S. flag

An official website of the United States government

Here’s how you know

Dot gov

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

HTTPS

Secure .gov websites use HTTPS
A lock (LockA locked padlock) or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.

    • Environmental Topics
    • Air
    • Bed Bugs
    • Cancer
    • Chemicals, Toxics, and Pesticide
    • Emergency Response
    • Environmental Information by Location
    • Health
    • Land, Waste, and Cleanup
    • Lead
    • Mold
    • Radon
    • Research
    • Science Topics
    • Water Topics
    • A-Z Topic Index
    • Laws & Regulations
    • By Business Sector
    • By Topic
    • Compliance
    • Enforcement
    • Laws and Executive Orders
    • Regulations
    • Report a Violation
    • Environmental Violations
    • Fraud, Waste or Abuse
    • About EPA
    • Our Mission and What We Do
    • Headquarters Offices
    • Regional Offices
    • Labs and Research Centers
    • Planning, Budget, and Results
    • Organization Chart
    • EPA History

Breadcrumb

  1. Home
  2. Environmental Economics

The Effects of Short-Term, In Utero Lead Exposure on Birth Outcomes by Trimester: Quasi-Experimental Evidence from NASCAR’s Deleading Policy

Paper Number: 2021-02

Document Date: 4/2021

Author(s): Linda TM Bui, Ron Shadbegian, Alicia Marquez, Heather Klemick and Dennis Guignet 

Subject Area(s): Air pollution, Ambient Air Quality, Toxic Substances, Health, Children's Health, Epidemiology

JEL Classification: I18, Q53

Keywords: Birth outcomes, infant health, lead exposure, quasi-experiment

Abstract: The objective of this paper is to estimate the effects, both aggregated and disaggregated by trimester, of in utero lead exposure on birth outcomes. These outcomes are not well understood. Our identification strategy exploits National Association for Stock Car Racing’s (NASCAR) voluntary switch from leaded to unleaded racing fuel in 2007, more than a decade after the U.S. had otherwise banned leaded gasoline for on-road use. We examine 147,673 births from the Charlotte-Concord-Gastonia Metropolitan Statistical Area in North Carolina from 2004-2009 and use a quasi-experiment exploiting the NASCAR switch from leaded to unleaded racing fuel in 2007. We use a multivariate regression model, controlling for potentially confounding variables, combined with coarsened exact matching, and estimate a difference-in-differences model to obtain the average treatment effect on the treated from the deleading policy on birth outcomes around the Charlotte Motor Speedway. Our results indicate that after deleading, children born to mothers residing within 4,000 meters of the racetrack experienced an average increase in birth weight of 103.9 grams and gestational age by 0.36 weeks. The probability of low birth weight declined by 4.1 percentage points, preterm births by 2.7 percentage points, and small for gestational age by 4.1 percentage points. Exploiting variation in the timing of racing events across trimesters revealed heterogeneous effects for birth weight, gestational age, and preterm birth, with first trimester exposures having the largest impact. The implication of our results is that reducing exposure to even short-term lead emissions can significantly improve infant health outcomes.

This paper is part of the Environmental Economics Working Paper Series.

  • The Effects of Short-Term, In Utero Lead Exposure on Birth Outcomes by Trimester: Quasi-Experimental Evidence from NASCAR’s Deleading Policy (pdf) (798.42 KB)

Environmental Economics

  • Overview of Environmental Economics
    • Seminars and Workshops
    • CGE Modeling for Regulatory Analysis
    • Current Opportunities, Grants and Solicitations
  • EPA Guidelines for Preparing Economic Analyses
    • SAB 2020 Review of Guidelines for Preparing Economic Analyses
  • Environmental Economics Reports
    • Working Paper Series
    • Journal Articles and Book Chapters
  • Current Environmental Economic Topics
    • Climate Change
    • Mortality Risk Valuation
  • EPA Datasets
  • EPA Handbook on Land Cleanup and Reuse
  • Peer Review of TSD: Social Cost of Greenhouse Gas Estimates (2023)
  • Retrospective Study of the Costs of EPA Regulations
Contact Us About Environmental Economics
Contact Us to ask a question, provide feedback, or report a problem.
Last updated on May 29, 2025
  • Assistance
  • Spanish
  • Arabic
  • Chinese (simplified)
  • Chinese (traditional)
  • French
  • Haitian Creole
  • Korean
  • Portuguese
  • Russian
  • Tagalog
  • Vietnamese
United States Environmental Protection Agency

Discover.

  • Accessibility Statement
  • Budget & Performance
  • Contracting
  • EPA www Web Snapshot
  • Grants
  • No FEAR Act Data
  • Plain Writing
  • Privacy
  • Privacy and Security Notice

Connect.

  • Data
  • Inspector General
  • Jobs
  • Newsroom
  • Regulations.gov
  • Subscribe
  • USA.gov
  • White House

Ask.

  • Contact EPA
  • EPA Disclaimers
  • Hotlines
  • FOIA Requests
  • Frequent Questions
  • Site Feedback

Follow.