Evidence map›Paper›PMID 35380633›Full record

ArticleAmerican journal of epidemiology2022

Where Is Air Quality Improving, and Who Benefits? A Study of PM2.5 and Ozone Over 15 Years.

Mercedes A Bravo, Joshua L Warren, Man Chong Leong, Nicole C Deziel, Rachel T Kimbro, Michelle L Bell, Marie Lynn Miranda

Open access · greenAbstract read
In one paragraph

Article in American journal of epidemiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.8field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 28 citations in OpenAlex.

  1. Article
  2. Article
  3. Differential effects of neighborhood ambient PMInternational journal of health geographics · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Evaluation of Long-Term Performance of Six PMSensors (Basel, Switzerland) · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Mercedes A Bravo
Joshua L Warren
Man Chong Leong
Nicole C Deziel
Rachel T Kimbro
Michelle L Bell
Marie Lynn Miranda

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Environmental Health Disparities in an Older PopulationR01MD012769 · NIMHD · YALE UNIVERSITY · PI BELL, MICHELLE L · 2017 to 2021
$3.9M
Bringing Modern Data Science Tools to Bear on Environmental Mixtures: Administrative Supplement for U3 PopulationsR01ES028819 · NIEHS · UNIVERSITY OF NOTRE DAME · PI MIRANDA, MARIE LYNN · 2018 to 2021
$2.4M
Disparate Exposures, Disparate Outcomes: The Effect of Cumulative DisadvantageR00MD011304 · NIMHD · RESEARCH TRIANGLE INSTITUTE · PI BRAVO, MERCEDES AURELIA · 2019 to 2021
$722k
6 · The paper itself

Abstract

In the United States, concentrations of criteria air pollutants have declined in recent decades. Questions remain regarding whether improvements in air quality are equitably distributed across subpopulations. We assessed spatial variability and temporal trends in concentrations of particulate matter with an aerodynamic diameter ≤2.5 μm (PM2.5) and ozone (O3) across North Carolina from 2002-2016, and associations with community characteristics. Estimated daily PM2.5 and O3 concentrations at 2010 Census tracts were obtained from the Fused Air Quality Surface Using Downscaling archive and averaged to create tract-level annual PM2.5 and O3 estimates. We calculated tract-level measures of: racial isolation of non-Hispanic Black individuals, educational isolation of non-college educated individuals, the neighborhood deprivation index (NDI), and percentage of the population in urban areas. We fitted hierarchical Bayesian space-time models to estimate baseline concentrations of and time trends in PM2.5 and O3 for each tract, accounting for spatial between-tract correlation. Concentrations of PM2.5 and O3 declined by 6.4 μg/m3 and 13.5 ppb, respectively. Tracts with lower educational isolation and higher urbanicity had higher PM2.5 and more pronounced declines in PM2.5. Racial isolation was associated with higher PM2.5 but not with the rate of decline in PM2.5. Despite declines in pollutant concentrations, over time, disparities in exposure increased for racially and educationally isolated communities.

Indexed as

Air PollutantsAir PollutionOzoneBayes TheoremEnvironmental ExposureHumansParticulate MatterUnited StatesAir PollutantsOzoneParticulate Matterair pollutiondisparitiesenvironmental justiceozonePM2.5segregation

Identifiers

PMID35380633
PMCPMC9989362
OpenAlexW4226264567

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.