Evidence map›Paper›PMID 41818890›Full record

ArticleThe Science of the total environment2026

Seasonal green space, air pollution, and temperature in the United States: Spatial disparities among people with disabilities.

Sandy Wong, Arrianna Marie Planey, Johnathan Rush, Allan C Just

Abstract read
In one paragraph

Article in The Science of the total environment, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Sandy WongDepartment of Geography, The Ohio State University, United States of America. Electronic address: wong.484@osu.edu.
Arrianna Marie PlaneyDepartment of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, United States of America; Carolina Population Center, University of North Carolina at Chapel Hill, United States of America.
Johnathan RushIndependent Scholar, United States of America.
Allan C JustDepartment of Epidemiology, Brown University, United States of America.

Funding

Extreme temperature, humidity, air pollution and spontaneous preterm birthR01ES031295 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI JUST, ALLAN C. · 2022 to 2025
$1.9M
NIEHS NIH HHS R01 ES031295
6 · The paper itself

Abstract

This paper advances research on environmental justice through analysis of multiple concurrent environmental exposures (green space, air pollution, temperature) among overlooked marginalized populations (people with disabilities) during both summer and winter seasons in the year 2021. To date, environmental justice research and policy in the United States and other parts of the world have traditionally focused on how low-income communities and racialized minorities navigate higher levels of environmental hazards, and the adverse consequences to health and quality of life. Much less attention has been paid to environmental injustices among people with disabilities. This study contributes to this knowledge gap by (1) identifying seasonal neighborhood clusters with high environmental exposures and predominantly socially marginalized groups; and (2) quantifying the distributions of green space, air pollution, and temperature among disabled residents in the contiguous United States. Using local join count statistics for the first objective, 169 clusters were detected in 21 cities. These locations are where environmental risks are highest and environmental justice interventions are most needed. Philadelphia is notable for having the most hotspots, and for being the only city to have clusters in both summer and winter. Using Kruskal-Wallis tests and Generalized Additive Models for the second objective, the results suggest that neighborhoods with more residents with disabilities have more green space. The air pollution and temperature findings are inconclusive at the national scale, indicating a need for further investigation in regions or cities. This study contributes much needed empirical insights on environmental exposures among disabled populations as part of a larger endeavor to better understand how changing environmental conditions impact marginalized communities.

Indexed as

Air PollutionEnvironmental ExposureParks, RecreationalPersons with DisabilitiesTemperatureEnvironmental JusticeHumansSeasonsSocioeconomic Disparities in HealthUnited StatesAir pollutionCluster analysisDisabilityEnvironmental justiceGreen spaceTemperature

Identifiers

PMID41818890
PMCPMC13228056

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.