Evidence map›Paper›PMID 25460628›Full record

SynthesisEnvironmental research2015

A systematic review of the physical health impacts from non-occupational exposure to wildfire smoke.

Jia C Liu, Gavin Pereira, Sarah A Uhl, Mercedes A Bravo, Michelle L Bell

Open access · greenAbstract readSystematic Review
In one paragraph

Synthesis in Environmental research, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 224 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
224citing papers in PubMed, 4 pooled it
14.1field-weighted citation impact, top 1% 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

224 citing papers in PubMed, 4 syntheses or guidelines pooled it, 669 citations in OpenAlex.

  1. Association between extreme weather events and postoperative adverse outcomes: a systematic review.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2025
    Pooled it
  2. Pooled it
  3. Health Effects of Wildfire Smoke Exposure.Annual review of medicine · 2024
    Pooled it
  4. Pooled it
  5. Associations Among Natural Disaster Exposure, Childhood Adversity, and Cognitive Functioning in Older Americans in the Health and Retirement Study.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2026
    Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Wildfire smoke-related PMEnvironment international · 2026
    Article
  17. Characterizing variability in personal chemical exposure to improve exposomics.Journal of exposure science & environmental epidemiology · 2026
    Article
  18. Article
  19. Article
  20. Review

164 more citing papers are in PubMed but not listed here.

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

5 authors at 1 institution in 1 country.

Jia C LiuSchool of Forestry and Environmental Studies, Yale University, 195 Prospect Street, New Haven, CT 06511, USA. Electronic address: coco.liu@yale.edu.
Gavin PereiraCenter for Perinatal Pediatric and Environmental Epidemiology, School of Medicine, Yale University, New Haven, CT 06511, USA. Electronic address: gavin.pereira@yale.edu.
Sarah A UhlSchool of Forestry and Environmental Studies, Yale University, 195 Prospect Street, New Haven, CT 06511, USA. Electronic address: sarah.uhl@gmail.com.
Mercedes A BravoSchool of Forestry and Environmental Studies, Yale University, 195 Prospect Street, New Haven, CT 06511, USA. Electronic address: mbravo@med.umich.edu.
Michelle L BellSchool of Forestry and Environmental Studies, Yale University, 195 Prospect Street, New Haven, CT 06511, USA. Electronic address: michelle.bell@yale.edu.
Yale University · US

Funding

Vulnerability to Health Effects of Wildfires under a Changing Climate in WesternR21ES021427 · NIEHS · YALE UNIVERSITY · PI BELL, MICHELLE L · 2012 to 2013
$466k
NIEHS NIH HHS R21 ES021427NIEHS NIH HHS R21ES021427
6 · The paper itself

Abstract

backgroundClimate change is likely to increase the threat of wildfires, and little is known about how wildfires affect health in exposed communities. A better understanding of the impacts of the resulting air pollution has important public health implications for the present day and the future.

methodWe performed a systematic search to identify peer-reviewed scientific studies published since 1986 regarding impacts of wildfire smoke on health in exposed communities. We reviewed and synthesized the state of science of this issue including methods to estimate exposure, and identified limitations in current research.

resultsWe identified 61 epidemiological studies linking wildfire and human health in communities. The U.S. and Australia were the most frequently studied countries (18 studies on the U.S., 15 on Australia). Geographic scales ranged from a single small city (population about 55,000) to the entire globe. Most studies focused on areas close to fire events. Exposure was most commonly assessed with stationary air pollutant monitors (35 of 61 studies). Other methods included using satellite remote sensing and measurements from air samples collected during fires. Most studies compared risk of health outcomes between 1) periods with no fire events and periods during or after fire events, or 2) regions affected by wildfire smoke and unaffected regions. Daily pollution levels during or after wildfire in most studies exceeded U.S. EPA regulations. Levels of PM10, the most frequently studied pollutant, were 1.2 to 10 times higher due to wildfire smoke compared to non-fire periods and/or locations. Respiratory disease was the most frequently studied health condition, and had the most consistent results. Over 90% of these 45 studies reported that wildfire smoke was significantly associated with risk of respiratory morbidity.

conclusionExposure measurement is a key challenge in current literature on wildfire and human health. A limitation is the difficulty of estimating pollution specific to wildfires. New methods are needed to separate air pollution levels of wildfires from those from ambient sources, such as transportation. The majority of studies found that wildfire smoke was associated with increased risk of respiratory and cardiovascular diseases. Children, the elderly and those with underlying chronic diseases appear to be susceptible. More studies on mortality and cardiovascular morbidity are needed. Further exploration with new methods could help ascertain the public health impacts of wildfires under climate change and guide mitigation policies.

Indexed as

Environmental ExposureFiresAustraliaHumansSmokeUnited StatesSmokeAir pollutionForest FireHealthSmokeWildfire

Identifiers

PMID25460628
PMCPMC4262561
OpenAlexW1966023765

What OpenQuestion holds

Textmetadata
LicenceTDM
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.