Evidence map›Paper›PMID 40191987›Full record

ArticleInternational journal of environmental health research2025

Exposure measurement error in air pollution health effect studies: a pooled analysis of personal exposure validation studies in 17 communities across the United States.

Boya Zhang, Ki-Do Eum, Adam A Szpiro, Ning Zhang, Raúl U Hernández-Ramírez, Donna Spiegelman, Molin Wang, Helen Suh

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in International journal of environmental health research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. The association between PMEnvironmental research · 2026
    Article
  2. Review
  3. 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

8 authors.

Boya ZhangDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Ki-Do EumDepartment of Civil and Environmental Engineering, Tufts University, Medford, MA, USA.
Adam A SzpiroDepartment of Biostatistics, University of Washington, Seattle, WA, USA.
Ning ZhangDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Raúl U Hernández-RamírezDepartment of Biostatistics, Yale School of Public Health, New Haven, USA.
Donna SpiegelmanDepartment of Biostatistics, Yale School of Public Health, New Haven, USA.
Molin WangChanning Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
Helen SuhDepartment of Civil and Environmental Engineering, Tufts University, Medford, MA, USA.

Funding

Statistical Methods to Account for Exposure Uncertainty in Environmental EpidemiologyR01ES026246 · NIEHS · YALE UNIVERSITY · PI SPIEGELMAN, DONNA L · 2018 to 2022
$3.1M
MEASUREMENT ERRORS IN ENVIRONMENTAL EPIDEMIOLOGYR01ES009411 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI SPIEGELMAN, DONNA L · 1999 to 2013
$2.9M
NIEHS NIH HHS R01 ES009411NIEHS NIH HHS R01 ES026246
6 · The paper itself

Abstract

Despite demonstrated adverse health effects of air pollution, the impact of exposure measurement error on these associations remains unexplored, especially for NO

Indexed as

Air PollutantsAir PollutionEnvironmental ExposureEnvironmental MonitoringParticulate MatterHumansUnited StatesAir PollutantsParticulate Mattercalibration coefficientsExposure errornitrogen dioxidePM2.5 components

Identifiers

PMID40191987
PMCPMC12353117

What OpenQuestion holds

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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.