ArticleHeliyon2024
The association between fire smoke exposure and emergency department (ED) visits and hospital admissions (HA): A systematic review and meta-analysis.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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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.
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.
Who cites it
2 citing papers in PubMed.
- Respiratory Emergencies in Disasters: A Narrative Review.Thoracic research and practice · 2026Article
- Impact of global short-term landscape fire sourced PMNature communications · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The negative impact of fire smoke on human health is widely recognized. However, studies have not adequately compared subtle differences in rates of emergency department (ED) visits and hospital admissions (HA) for various diseases, nor have they grounded comparisons in differences in healthcare systems across countries. To bridge this gap, we conducted a systematic meta-analysis to assess global health risks associated with fire smoke exposure. We performed an up-to-date systematic review by searching PubMed and Web of Science databases, using ED visits and HA as the main hospital indicators, and meta-analyzed the estimated risks. Our findings revealed an overall odds ratio (OR) of 1.07 (95 % CI: 1.06, 1.07) for global health risks (7 % increase) post-exposure to fire smoke. Specifically, the OR increased by 9 % for ED visits (OR = 1.09; 95 % CI: 1.08, 1.10) and by 4 % for HA (OR = 1.04; 95 % CI: 1.03, 1.05). When analyzing data by country, we noted that fire smoke exposure was associated with heightened disease risk in Sweden (OR = 1.63; 95 % CI: 1.22, 2.17), Canada (OR = 1.27; 95 % CI: 1.10, 1.46), the United States (OR = 1.10; 95 % CI: 1.08, 1.11), Brazil (OR = 1.07; 95 % CI: 1.04, 1.10), and Australia (OR = 1.04; 95 % CI: 1.03, 1.04). By continent, Europe exhibited the highest risk increase at 63 %, followed by North America at 10 %, South America at 7 %, and Australia at 4 %. By disease type, the most prevalent conditions were respiratory diseases, with a 7 % increase for total respiratory diseases and chronic obstructive pulmonary disease (COPD), 5 % for other pulmonary diseases, and 11 % for asthma. Cardiovascular diseases also showed significant increases: 5 % for general cardiovascular issues, 18 % for heart failure, and 5 % for ischemic diseases. Additional health concerns included headaches (26 %), itching (28 %), and skin allergies and rashes (34 %). We also explored the toxicological mechanisms behind these disease risks, the impact of climate variations, and the disparities in healthcare systems across different countries. This study provides stakeholders such as academics and physicians with a systematic understanding of the quantifiable health risks associated with fire smoke exposure. Additionally, it innovatively compares the differences between ED visits and HA, and between environmental and health systems in each country. The results of this study provide a foundation for subsequent relevant academic research and offer easy-to-understand information for policymakers, healthcare organizations, and the public. Ultimately, this will contribute to a better understanding and mitigation of the health risks associated with fire smoke.
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