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

  • Environmental Topics
  • Laws & Regulations
  • Report a Violation
  • About EPA
Risk Assessment
Contact Us

Bumper to Bumper: Do intra-urban disparities in traffic density represent an “intervenable” measure for reducing intra-urban disparities in air pollution?

On this page:

  • Overview
Objective: Evidence suggests that historical redlining, the institutionalized practice of discriminatory mortgage lending, in the United States is associated with present-day inequalities in environmental exposures, including air pollution. While neighborhood-level disparities in traffic-related air pollutant concentrations have been observed, the role of traffic density has not been well-characterized. We examine associations between traffic density and Home Owners’ Loan Corporation (HOLC) neighborhood grade (i.e., historical redlining) across five cities in North Carolina. Materials and Methods: Average annual traffic density (vehicle miles traveled (VMT) per square mile) for all primary and secondary roads were calculated for each North Carolina census block group for 2015. Using these data, the weighted average annual traffic density was calculated for each of 123 HOLC polygons with grades ranging from “best” to “hazardous” (A – D). Linear regression models were fit to estimate unadjusted associations between traffic density and HOLC grade. Results: In 2015, the median traffic density across all HOLC neighborhoods was 63,817 VMT per square mile (interquartile range: 36,329 to 111,718; mean: 85,707). On average, less desirable HOLC grades were consistently associated with higher average traffic density values; each increase in HOLC grade (from A towards D) was associated with a ~26% increase in traffic density (p = 0.01). A pronounced difference was observed between grade A and grade D neighborhoods; redlined neighborhoods (grade D) had 78% higher average traffic density compared to grade A. Conclusions: Differences in traffic density by HOLC grade may account for some current-day air pollution disparities observed across historically redlined neighborhoods. Traffic density may play a role in the ongoing disproportionate burden of environmental exposures related to historical redlining. Targeted efforts to reduce traffic density in historically redlined neighborhoods may reduce inequities in traffic-related air pollution exposures and their associated health effects.

Impact/Purpose

Determine relationship between traffic related air pollutants (TRAPs) and traffic density Characterize intra-urban disparities in traffic density by Redlining Grade

Citation

Kumar, A. AND Tom Luben. Bumper to Bumper: Do intra-urban disparities in traffic density represent an “intervenable” measure for reducing intra-urban disparities in air pollution? UNC Environmental Epidemiology Seminar, Chapel Hill, NC, October 25, 2024.
  • Risk Assessment Home
  • About Risk Assessment
  • Risk Recent Additions
  • Human Health Risk Assessment
  • Ecological Risk Assessment
  • Risk Advanced Search
    • Risk Publications
  • Risk Assessment Guidance
  • Risk Tools and Databases
  • Superfund Risk Assessment
  • Where you live
Contact Us to ask a question, provide feedback, or report a problem.
Last updated on December 19, 2024
United States Environmental Protection Agency

Discover.

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

Connect.

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

Ask.

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

Follow.