Evidence map›Paper›PMID 39212906›Full record

ArticleJournal of racial and ethnic health disparities2025

Workplace Exposures Vary Across Neighborhoods in the US: Implications on Social Vulnerability and Racial/Ethnic Health Disparities.

Abas Shkembi, Jon Zelner, Sung Kyun Park, Richard Neitzel

Abstract read
In one paragraph

Article in Journal of racial and ethnic health disparities, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Documenting Experiences of Black Aluminum Smelting Workers in West Badin, North Carolina: A Community-Engaged Survey Approach.New solutions : a journal of environmental and occupational health policy : NS · 2026
    Article
  3. Article
  4. 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

4 authors.

Abas ShkembiDepartment of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, 48109, USA. ashkembi@umich.edu.ORCID 0000-0002-5398-861X
Jon ZelnerDepartment of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.ORCID 0000-0002-0708-2008
Sung Kyun ParkDepartment of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, 48109, USA.ORCID 0000-0001-9981-6250
Richard NeitzelDepartment of Environmental Health Sciences, University of Michigan School of Public Health, Ann Arbor, MI, 48109, USA.ORCID 0000-0001-5500-2589

Funding

Strategic Vision & Impact on Environmental HealthP30ES017885 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Dana Dolinoy · 2011 to 2026
$21.3M
NIEHS NIH HHS P30 ES017885
6 · The paper itself

Abstract

Ignoring workplace exposures that occur beyond the local residential context in place-based risk indices like the CDC's Social Vulnerability Index (SVI) likely misclassifies community exposure by under-counting risks and obscuring true drivers of racial/ethnic health disparities. To investigate this hypothesis, we developed several place-based indicators of occupational exposure and examined their relationships with race/ethnicity, SVI, and health inequities. We used publicly available job exposure matrices and employment estimates from the United States (US) Census to create and map six indicators of occupational hazards for every census tract in the US. We characterized census tracts with high workplace-low SVI scores. We used natural cubic splines to examine tract level associations between the percentage of racial/ethnic minorities (individuals who are not non-Hispanic White) and the occupational indicators. Lastly, we stratified each census tract into high/low occupational noise, chemical pollutant, and disease/infection exposure to examine racial/ethnic health disparities to diabetes, asthma, and high blood pressure, respectively, as a consequence of occupational exposure inequities. Our results show that racial/ethnic minority communities, particularly those that are also low-income, experience a disproportionate burden of workplace exposures that may be contributing to racial/ethnic health disparities. When composite risk measures, such as SVI, are calculated using only information from the local residential neighborhood, they may systematically under-count occupational risks experienced by the most vulnerable communities. There is a need to consider the role of occupational justice on nationwide, racial/ethnic health disparities.

Indexed as

EthnicityHealth Status DisparitiesNeighborhood CharacteristicsOccupational ExposureRacial GroupsResidence CharacteristicsWorkplaceHumansMaleSocial VulnerabilityUnited StatesDisparitiesEnvironmental justiceOccupational justiceSocial determinants of healthSocial vulnerability index

Identifiers

PMID39212906
PMCPMC12446402

What OpenQuestion holds

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Registered trials

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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.