Evidence map›Paper›PMID 37370168›Full record

ArticleEnvironmental health : a global access science source2023

Wildfire smoke exposure and early childhood respiratory health: a study of prescription claims data.

Radhika Dhingra, Corinna Keeler, Brooke S Staley, Hanna V Jardel, Cavin Ward-Caviness, Meghan E Rebuli, Yuzhi Xi, Kristen Rappazzo, Michelle Hernandez, Ann N Chelminski and 2 more

Open access · goldAbstract read
In one paragraph

Article in Environmental health : a global access science source, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
4.1field-weighted citation impact, top 5% 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

16 citing papers in PubMed, 26 citations in OpenAlex.

  1. Article
  2. Article
  3. Wildfire and asthma - The prospective interventions.The World Allergy Organization journal · 2025
    Review
  4. Review
  5. Review
  6. Article
  7. Article
  8. Wildfire Seasons, Prenatal PMACS ES&T air · 2024
    Article
  9. Indoor air pollution and airway health.The Journal of allergy and clinical immunology · 2024
    Review
  10. Article
  11. Article
  12. PMGeoHealth · 2024
    Article
  13. Review
  14. Review
  15. The Effects of Wildfire Smoke on Asthma and Allergy.Current allergy and asthma reports · 2023
    Review
  16. Review
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

12 authors at 2 institutions in 1 country.

Radhika DhingraDepartment of Environmental Science and Engineering, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Drive, C.B 7431, Chapel Hill, NC, 27599, USA. RDhingra@unc.edu.
Corinna KeelerDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Brooke S StaleyDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Hanna V JardelDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Cavin Ward-CavinessCenter for Public Health and Environmental Assessment, United States Environmental Protection Agency, Durham, NC, USA.
Meghan E RebuliDepartment of Pediatrics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Yuzhi XiDepartment of Environmental Science and Engineering, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Drive, C.B 7431, Chapel Hill, NC, 27599, USA.
Kristen RappazzoCenter for Public Health and Environmental Assessment, United States Environmental Protection Agency, Durham, NC, USA.
Michelle HernandezDepartment of Pediatrics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Ann N ChelminskiCenter for Public Health and Environmental Assessment, United States Environmental Protection Agency, Durham, NC, USA.
Ilona JaspersDepartment of Pediatrics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Ana G RappoldCenter for Public Health and Environmental Assessment, United States Environmental Protection Agency, Durham, NC, USA.
University of North Carolina at Chapel Hill · USEnvironmental Protection Agency · US

Funding

UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Stephanie Engel · 2001 to 2026
$36.3M
Biostatstics for Research in Environmental HealthT32ES007018 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Stephanie Engel, Rebecca Fry · 1985 to 2026
$31.3M
The Genetic Epidemiology of Heart, Lung, and Blood TraitsTraining Grant (GenHLB)T32HL129982 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Christy Leigh Avery, KAREN L. MOHLKE · 2016 to 2026
$3.8M
NHLBI NIH HHS T32HL129982NIEHS NIH HHS P30 ES010126NIEHS NIH HHS T32ES007018
6 · The paper itself

Abstract

Wildfire smoke is associated with short-term respiratory outcomes including asthma exacerbation in children. As investigations into developmental wildfire smoke exposure on children's longer-term respiratory health are sparse, we investigated associations between developmental wildfire smoke exposure and first use of respiratory medications. Prescription claims from IBM MarketScan Commercial Claims and Encounters database were linked with wildfire smoke plume data from NASA satellites based on Metropolitan Statistical Area (MSA). A retrospective cohort of live infants (2010-2016) born into MSAs in six western states (U.S.A.), having prescription insurance, and whose birthdate was estimable from claims data was constructed (N = 184,703); of these, gestational age was estimated for 113,154 infants. The residential MSA, gestational age, and birthdate were used to estimate average weekly smoke exposure days (smoke-day) for each developmental period: three trimesters, and two sequential 12-week periods post-birth. Medications treating respiratory tract inflammation were classified using active ingredient and mode of administration into three categories:: 'upper respiratory', 'lower respiratory', 'systemic anti-inflammatory'. To evaluate associations between wildfire smoke exposure and medication usage, Cox models associating smoke-days with first observed prescription of each medication category were adjusted for infant sex, birth-season, and birthyear with a random intercept for MSA. Smoke exposure during postnatal periods was associated with earlier first use of upper respiratory medications (1-12 weeks: hazard ratio (HR) = 1.094 per 1-day increase in average weekly smoke-day, 95%CI: (1.005,1.191); 13-24 weeks: HR = 1.108, 95%CI: (1.016,1.209)). Protective associations were observed during gestational windows for both lower respiratory and systemic anti-inflammatory medications; it is possible that these associations may be a consequence of live-birth bias. These findings suggest wildfire smoke exposure during early postnatal developmental periods impact subsequent early life respiratory health.

Indexed as

Air PollutantsRespiratory Tract DiseasesWildfiresEnvironmental ExposureFemaleHumansInfantMaleParticulate MatterRetrospective StudiesSmokeAir PollutantsParticulate MatterSmokeChildhood respiratory disease, Prescription claimsPerinatalPrenatalSmoke exposureWildfireWildfire smoke

Identifiers

PMID37370168
PMCPMC10294519
OpenAlexW4382344004

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.