Evidence map›Paper›PMID 41927667›Full record

ArticleScientific reports2026

Spatial analysis of physical activity and ambient air pollution in Kuwait: a cross-sectional study.

Tesfaye R Feyissa, Victor M Oguoma, Saad Alsharrah, Ralf-Dieter Schroers, Fahd Al-Mulla, Mark Daniel

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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

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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

6 authors.

Tesfaye R FeyissaDeakin Rural Health, Faculty of Health, School of Medicine, Deakin University, Warrnambool, VIC, Australia. tesfaye.feyissa@deakin.edu.au.ORCID http://orcid.org/0000-0002-6883-7312
Victor M OguomaThompson Institute, University of the Sunshine Coast, Sunshine Coast, Australia.ORCID http://orcid.org/0000-0001-9505-7197
Saad AlsharrahDeakin Rural Health, Faculty of Health, School of Medicine, Deakin University, Warrnambool, VIC, Australia. saad.alsharrah@dasmaninstitute.org.ORCID http://orcid.org/0000-0002-3131-8324
Ralf-Dieter SchroersDeakin Rural Health, Faculty of Health, School of Medicine, Deakin University, Warrnambool, VIC, Australia.ORCID http://orcid.org/0000-0003-3804-8440
Fahd Al-MullaDepartment of Translational Research, Dasman Diabetes Institute, Kuwait City, Kuwait.ORCID http://orcid.org/0000-0001-5409-3829
Mark DanielGeohealth Laboratory, Department of Population Health, Dasman Diabetes Institute, Kuwait City, Kuwait.ORCID http://orcid.org/0000-0001-9112-134X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Air pollution may be associated with lesser physical activity (PA), a major risk factor for cardiometabolic disease. Such an analysis has not been conducted for Kuwait, a major petroleum-producing nation with some of the highest rates of diabetes in the world. This study aimed to assess the associations between spatiotemporally expressed ambient air pollutant concentrations and PA in Kuwait. A cross-sectional study was conducted from 2011 to 2014, involving 2529 adults ≥ 18 years. Participants were classified as physically active if they exceeded 600 MET minutes per week. Monthly mean air pollutant concentrations (hydrogen sulphide, nitric oxide, nitrogen dioxide, nitric oxide, nitrogen oxides, ozone, and PM10) were spatially interpolated to local residential areas using data from local monitoring stations. Random effects logistic regression analysis was conducted to assess the associations between PA and air pollutants (an alpha level of 0.05 was used for all statistical tests). Participants were predominantly male (63%) with mean body mass index 29.3 kg/m². 52% were physically active. The overall air pollutant score was inversely associated with PA (adjusted odds ratio: 0.87, 95% CI 0.79–0.95). A  10 mean increase (ppb) in air pollutant concentration was associated with proportionately lower odds of being physically active for hydrogen sulphide (10%), nitric oxide (14%), nitrogen dioxide (16%), and nitrogen oxides (14%). In contrast, a 10 increase (ppb) in ozone concentration was associated with 15% greater odds of being physically active. Our findings highlight for Kuwait a high level of insufficient PA and a previously undocumented negative association between PA and air pollution, particularly nitrogen-based pollutants and hydrogen sulphide. Research is required to evaluate how air pollution may inhibit PA and whether reductions in emissions could increase PA in Kuwait.

Indexed as

Air PollutantsAir PollutionExerciseAdultCross-Sectional StudiesEnvironmental MonitoringFemaleHumansKuwaitMaleMiddle AgedNitric OxideOzoneParticulate MatterSpatial AnalysisAir PollutantsNitric OxideOzoneParticulate MatterAir pollutionGEO-spatial locationKuwaitPhysical activity

Identifiers

PMID41927667
PMCPMC13187121

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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.