Human health effects of wildfire smoke

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Organization: Health Canada

Date published: May 2024

Water and Air Quality Bureau, Health Canada
May 2024

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1.0 Introduction

Wildfires, the uncontrolled burning of natural vegetation, are a major natural hazard and an important part of many ecosystems. Smoke from wildfires is a complex mixture of water vapour, gases, and particles, with many of the individual components associated with adverse health effects. The chemical composition of wildfire smoke is highly variable and determined by many factors including the type and composition of the vegetation burning (for example, wet or green vegetation versus dead or dry vegetation; forests versus grasslands; hardwood versus softwood; etc.), the physical and chemical combustion processes (for example, flaming versus smoldering), and weather conditions (for example, temperature, humidity) (Andreae and Merlet 2001; Black et al., 2017).

Wildfires are a major source of air pollution around the world. They are sources of primary emissions (that is, emitted directly into the environment) of particulate matter (PM), carbon dioxide (CO2), carbon monoxide (CO), nitrogen oxides (NOx), methane, volatile organic compounds (VOCs), and polycyclic aromatic hydrocarbons (PAHs) and of secondary pollutants (that is, pollutants formed through atmospheric chemistry), such as ozone (O3) and secondary organic aerosols (Urbanski et al., 2008). Wildfire smoke can impact air quality in areas in close proximity to the wildfire activity and regionally or continentally due to long-range transport and transformation of the fire emissions (Urbanski et al., 2008; Matz et al., 2020).

As wildfires are a global issue, the health effects of wildfire smoke exposure are an active and growing area of research. Furthermore, there is growing interest in wildfires and the associated health effects as climate change is anticipated to increase wildfire activity by increasing the fire season length and frequency of fires (Wotton et al., 2017; Sun et al., 2019). Given this context and to better inform federal Health Portfolio guidance and actions related to wildfire smoke, there is a need to evaluate the scientific literature on the health effects of wildfire smoke.

The objective of this document is to provide a concise weight-of-evidence review of health outcomes associated with exposure to wildfire smoke. Specifically, the goal is to characterize the strength of the evidence for individual health endpoints rather than quantifying the risk level of each outcome. The approach consisted of a review of published systematic reviews, including meta-analyses, of primary studies examining the association between exposure to wildfire smoke and mortality and morbidity outcomes. The primary studies captured in the reviews were conducted in North America, South America, Australia, Europe and Asia. Systematic reviews provide a robust synthesis of available scientific evidence, and are leveraged here to provide a rapid evidence synthesis. Details of the methodology used for this evidence synthesis are provided in the Appendix.

Evaluation of air pollution from wildfires presents unique challenges, compared to air pollution from other sources, such as traffic or industrial point sources, as smoke exposure is seasonal and episodic in nature (Gould et al., 2023). Also, as the number and size of wildfires impacting an area are variable and as smoke production from wildfires is not constant or steady, the concentration of smoke experienced by populations can vary considerably, and can include high levels of exposure for short time periods or moderate exposure levels lasting for several days or longer. Additionally, to evaluate the health effects of wildfire smoke, it is necessary to distinguish the contribution of wildfire smoke from that of other sources of air pollution within the mixture that people are exposed to. To address this, researchers have employed a variety of methods to assess exposure to wildfire smoke for use in health studies including use of land-based PM monitors, satellite imagery, air quality modelling, comparison of fire versus non-fire periods, proximity to wildfire burn area, and self-reports. In these studies, the most commonly used surrogates for wildfire smoke exposure are PM2.5 (particles with a diameter of 2.5 micrometres or less) and PM10 (particles with a diameter of 10 micrometres or less). For the primary investigations included in the systematic reviews considered here, the health outcome data were based on administrative sources (for example, mortality registries, health care utilization data), surveys, or self-reports. In addition, most of the primary studies focused on short-term or episodic exposure to wildfire smoke (that is, daily exposure), while some of the studies assessing mental health impacts considered health effects in years following the wildfires, and studies of reproductive or developmental impacts considered wildfire smoke exposure during the gestational period. It is noted that the health effects of PM2.5, a key pollutant in wildfire smoke, have been extensively studied and Health Canada has evaluated the health risks of ambient PM2.5 (that is, PM2.5 from all sources combined) (Health Canada 2022).

2.0 Health effects of wildfire smoke

2.1 Mortality

Most reviews of the epidemiological evidence identified a consistent association between wildfire smoke exposure and increased risk of all-cause mortality, while in comparison, the evidence for respiratory- or cardiovascular-specific mortality is mixed and less conclusive (Youssouf et al., 2014; Adetona et al., 2016; Liu et al., 2016; Reid et al., 2016; Black et al., 2017; Chen et al., 2021; Karanasiou et al., 2021; Barros et al., 2023; Gao et al., 2023; Gould et al., 2023; Jiao et al., 2024). From the two systematic reviews that included meta-analysis, the pooled analyses identified significant associations between daily all-cause mortality and various measures of wildfire smoke exposure (summarized in Table 1) (Karanasiou et al., 2021; Gould et al., 2023). The recent reviews of the cardiovascular (Chen et al., 2021) and respiratory (Jiao et al., 2024) effects of wildfire smoke concluded that while a majority of the primary studies of cause-specific mortality have observed positive associations, only a few studies had statistically significant risk estimates, and null associations have also been reported in some of the studies. However, the meta-analysis by Karanasiou et al. (2021) identified a significant increase in risk of cardiovascular mortality for smoky compared to non-smoky days (Table 1); in comparison, there were insufficient data for a pooled analysis based on pollutant concentration, which are more refined exposure metrics.

Table 1: Summary of pooled analyses of wildfire smoke exposure and mortality
Reference Number of studies Pooled risk estimate (95% confidence interval [CI]) Wildfire smoke exposure metric
All-cause mortality
Gould et al., 2023 8 0.15%Footnote a (0.01-0.28) per 1 µg/m3 wildfire-PM2.5
Karanasiou et al., 2021 4 2.61%Footnote a (1.02-4.20) Smoky vs Non-smoky days
5 1.31%Footnote a (0.91-1.71) per 10 µg/m3 wildfire-PM10
Cardiovascular mortality
Karanasiou et al., 2021 3 4.45%Footnote a (0.96-7.95) Smoky vs Non-smoky days
Footnote a

Significant pooled estimate

Return to footnote a referrer

2.2 Respiratory morbidity

From a large number of primary studies, there is consistent and significant evidence of an association between wildfire smoke exposure and an increased risk of emergency room visits (ERVs), hospital admissions (HAs), physician visits, or medication dispensations for respiratory conditions (Youssouf et al., 2014; Adetona et al., 2016; Liu et al., 2016; Reid et al., 2016; Black et al., 2017; Borchers Arriagada et al., 2019; Henry et al. 2021; Karanasiou et al., 2021; Skinner et al., 2022; Barros et al., 2023; Gao et al., 2023; Gould et al., 2023; Zhang et al., 2023; Jiao et al., 2024). From the four systematic reviews that included meta-analysis, the pooled analyses considered different wildfire smoke exposure metrics and determined significant increases in all-cause respiratory HAs and ERVs (summarized in Table 2) (Borchers Arriagada et al., 2019; Karanasiou et al., 2021; Barros et al., 2023; Gould et al., 2023).

Regarding specific respiratory endpoints, there is consistent and significant evidence supporting an association between wildfire smoke exposure and asthma- and chronic obstructive pulmonary disease (COPD)-related healthcare utilization; however, there is less evidence of an increased risk of HAs or ERVs for other respiratory illnesses (for example, pneumonia, bronchitis) and these results are inconsistent (Youssouf et al., 2014; Adetona et al., 2016; Reid et al., 2016; Black et al., 2017; Skinner et al., 2022; Zhang et al., 2023; Jiao et al., 2024). These general observations are supported by the pooled analyses which have consistently determined significant associations for asthma and COPD, while the pooled associations for other respiratory illnesses are weaker and mixed or non-significant (summarized in Table 2) (Karanasiou et al., 2021; Barros et al., 2023).

Although the various pooled analyses summarized in this report mainly focused on same-day associations between wildfire smoke exposure and the health endpoint, there is evidence that increased healthcare utilization may be lagged by up to 3 days (Skinner et al., 2022). Additionally, increased risks for respiratory morbidity were commonly noted for women, children, and seniors compared to the risks observed for the general population (Borchers Arriagada et al., 2019; Kondo et al., 2019; Henry et al., 2021; Karanasiou et al., 2021; Skinner et al., 2022; Jiao et al., 2024).

Table 2: Summary of pooled analyses of wildfire smoke exposure and respiratory morbidity
Reference Number of studies Pooled risk estimate (95% CI) Wildfire smoke exposure metric
All-respiratory ERVs and HAs (combined unless specified)
Borchers Arriagada et al., 2019 8 HAs: 1.06Footnote a (1.02-1.09) per 10 µg/m3 wildfire-PM2.5
9 ERVs: 1.07Footnote a (1.04-1.09)
Gould et al., 2023 10 HAs: 0.25%Footnote a (0.09-0.42) per 1 µg/m3 wildfire-PM2.5
5 ERVs: 0.36%Footnote a (0.19-0.53)
Karanasiou et al., 2021 7 10.52%Footnote a (3.87-17.18) Smoky vs Non-smoky days
13 4.10%Footnote a (2.86-5.34) per 10 µg/m3 wildfire-PM2.5
5 4.83%Footnote a (0.06-9.60) per 10 µg/m3 wildfire-PM10
Barros et al., 2023 6 1.03Footnote a (1.01-1.05) per 10 µg/m3 wildfire-PM2.5
8 1.07Footnote a (1.03-1.11) Smoky vs Non-smoky days
Asthma-related ERVs and Has
Karanasiou et al., 2021 6 38.26%Footnote a (7.91-68.60) Smoky vs Non-smoky days
13 9.19%Footnote a (5.71-12.68) per 10 µg/m3 wildfire-PM2.5
6 10.35%Footnote a (4.44-16.26) per 10 µg/m3 wildfire-PM10
Barros et al., 2023 8 1.08Footnote a (1.06-1.11) per 10 µg/m3 wildfire-PM2.5
COPD-related ERVs and Has
Karanasiou et al., 2021 4 13.33%Footnote a (7.31-19.34) Smoky vs Non-smoky days
12 3.92%Footnote a (1.13-6.70) per 10 µg/m3 wildfire-PM2.5
4 3.95%Footnote a (1.65-6.24) per 10 µg/m3 wildfire-PM10
Barros et al., 2023 5 1.03 (0.98-1.09) per 10 µg/m3 wildfire-PM2.5
Pneumonia-related ERVs and HAs
Karanasiou et al., 2021 6 1.72% (-0.09-3.53) per 10 µg/m3 wildfire-PM2.5 or -PM10
Barros et al., 2023 5 1.02 (0.98-1.07) per 10 µg/m3 wildfire-PM2.5
Bronchitis-related ERVs and HAs
Barros et al., 2023 5 1.03 (0.99-1.08) per 10 µg/m3 wildfire-PM2.5
Footnote a

Significant pooled estimate

Return to footnote a referrer

ERVs
Emergency room visits
HAs
Hospital admissions
COPD
Chronic obstructive pulmonary disease

2.3 Cardiovascular morbidity

The evidence base for cardiovascular morbidity is largely mixed and inconsistent (Youssouf et al., 2014; Adetona et al., 2016; Liu et al., 2016; Reid et al., 2016; Black et al., 2017; Chen et al., 2021; Karanasiou et al., 2021; Barros et al., 2023; Gould et al., 2023). Null or non-significant associations have generally been observed in the primary studies that have evaluated all-cardiovascular morbidity. However, significant associations have been reported for seniors (≥65 years) indicating an increased risk for this age group. Additionally, positive associations are more commonly reported for specific endpoints (for example, ischemic heart disease [IHD], hypertension, congestive heart disease [CHD], heart failure, and myocardial infarction [MI]), than for the aggregate outcome, though the pooled analyses do not consistently identify an association for the individual outcomes. From the three systematic reviews that included meta-analysis, the pooled analyses for cardiovascular morbidity for the various health endpoints and different measures of wildfire smoke exposure are summarized in Table 3, and largely considered same-day associations (Karanasiou et al., 2021; Barros et al., 2023; Gould et al., 2023). The null associations observed in many of the primary studies may be due to the lower occurrence of cardiovascular cases (or outcomes), especially among children and younger adults, compared to respiratory cases, limiting the ability to detect an association (Chen et al., 2021).

Table 3: Summary of pooled analyses of wildfire smoke exposure and cardiovascular morbidity
Reference Number of studies Pooled risk estimate (95% CI) Wildfire smoke exposure metric
All-cardiovascular ERVs and HAs (combined unless specified)
Gould et al., 2023 9 HAs: 0.06% (0.00-0.12) per 1 µg/m3 wildfire-PM2.5
4 ERVs: -0.03% (-0.18-0.12)
Karanasiou et al., 2021 7 4.84% (-0.44-10.11) Smoky vs Non-smoky days
10 3.68% (-1.73-9.09) per 10 µg/m3 wildfire-PM2.5
7 0.93% (-0.18-2.05) per 10 µg/m3 wildfire-PM10
Barros et al., 2023 5 1.00 (0.99-1.01) per 10 µg/m3 wildfire-PM2.5
5 ≥65 years: 1.05Footnote a (1.01-1.09) Smoky vs Non-smoky days
IHD-related ERVs and HAs
Karanasiou et al., 2021 3 5.45%Footnote a (0.80-10.10) Smoky vs Non-smoky days
5 0.66% (-0.73-2.04) per 10 µg/m3 wildfire-PM2.5
3 0.23% (-1.16-1.62) per 10 µg/m3 wildfire-PM10
Barros et al., 2023 4 0.99 (0.96-1.02) per 10 µg/m3 wildfire-PM2.5
Arrhythmia-related ERVs and HAs
Barros et al., 2023 5 1.00 (0.98-1.03) per 10 µg/m3 wildfire-PM2.5
MI-related ERVs and HAs
Barros et al., 2023 5 0.99 (0.96-1.02) per 10 µg/m3 wildfire-PM2.5
Heart failure-related ERVs and HAs
Barros et al., 2023 5 1.01 (0.98-1.04) per 10 µg/m3 wildfire-PM2.5
Cerebrovascular disease-related ERVs and HAs
Barros et al., 2023 5 1.02 (0.99-1.04) per 10 µg/m3 wildfire-PM2.5
Footnote a

Significant pooled estimate

Return to footnote a referrer

ERVs
Emergency room visits
HAs
Hospital admissions
IHD
Ischemic heart disease
MI
Myocardial infarction

2.4 Reproductive and developmental effects

The effects of wildfires on reproductive and developmental outcomes are an active area of research. Recent systematic reviews identified that the most consistent evidence is for low birth weight and preterm birth, with most of the primary studies reporting positive associations with exposure to wildfire smoke or wildfire occurrences (Amjad et al., 2021; Evans et al., 2022; Gould et al., 2023; Zhang et al., 2023; Foo et al., 2024). From the two systematic reviews that included meta-analysis, there is some evidence for an association with low birth weight, which is summarized in Table 4 (Zhang et al., 2023; Foo et al., 2024). Notably, Foo et al. (2024) included more recent primary studies and did not observe significant associations. Additionally, there is evidence that timing of exposure, especially during the second or third trimesters, severity of the wildfires, and proximity to the wildfires may be influential factors in the observed adverse birth outcomes. The certainty in the evidence is limited due to a lack of information on maternal health status (for example, pre-existing conditions, nutritional status) for many of the primary studies, as these are known confounders for the endpoints. The primary investigations were also highly varied in terms of study design and exposure assessment methods, which limited the number of studies in the pooled analyses. Notably, the reproductive or developmental effects were associated with wildfire occurrence and not specifically limited to wildfire smoke exposure. This is an important consideration, as increased maternal stress leading to the adverse birth outcomes could result from both wildfire smoke exposure and occurrence. For other reproductive and developmental endpoints, such as size for gestational age, birth defects, gestational diabetes or hypertension, sex ratio, neonatal intensive care unit admission, or stillbirth, the systematic reviews identified that a small number of primary studies have been conducted per endpoint and the associations are inconsistent with most studies reporting non-significant or null associations (Amjad et al., 2021; Evans et al., 2022; Zhang et al., 2023; Foo et al., 2024).

Table 4: Summary of pooled analyses of wildfire smoke exposure and birth weight
Reference Number of studies Pooled estimate (95% CI) Wildfire smoke exposure metric
Birth weight reduction
Zhang et al., 2023 3 -21.71Footnote a g (-32.92- -10.50) per 10 µg/m3 wildfire-PM2.5
Foo et al., 2024 5 -16.18 g (-44.37-12.02) per 5 µg/m3 wildfire-PM2.5
Low birth weight
Foo et al., 2024 4 1.21 (0.84-1.58) per 5 µg/m3 wildfire-PM2.5
Footnote a

Significant pooled estimate

Return to footnote a referrer

2.5 Mental health

Given the potentially disruptive effects of wildfires and wildfire smoke on communities, a number of primary studies have evaluated mental health impacts and have identified increased rates of post-traumatic stress disorder (PTSD), anxiety, and depression in both children and adults with impacts that may persist months to years following a wildfire (Cianconi et al., 2020; Eisenman and Galway, 2022; Gao et al., 2023; Gould et al., 2023; Walinski et al., 2023). This evidence base is largely drawn from primary studies relying on surveys or self-reporting, as primary studies that have evaluated administrative data (for example, ERVs or physician visits for mental health conditions) have not detected associations (Reid et al., 2016; Eisenman and Galway, 2022). In addition, the evidence is inconsistent and limited for associations with wildfire smoke specifically, given the difficulties in differentiating the impacts attributable to smoke from those due to trauma associated with the wildfire occurrence (for example, potential loss of property or livelihood, physical threat, evacuation). Several possible pathways leading to mental health impacts from wildfires have been identified, including sleep disturbance, reduced physical activity, increased perceived risk, social isolation, evacuation or relocation, and loss of access to nature (Eisenman and Galway, 2022; Gould et al., 2023).

2.6 Mechanisms of toxicity of wildfire smoke

The exact mechanisms of how wildfire smoke causes health effects are not fully understood, although the evidence suggests they may be similar to those identified for ambient PM. Based on studies in humans and animals exposed to wildfire or wood smoke, several pathways have been proposed as mechanisms of toxicity underlying the adverse health effects (Adetona et al., 2016; Reid et al., 2016; Black et al., 2017; Cascio, 2018; Chen et al., 2021). Oxidative stress and systemic inflammation have been identified as key mechanisms, as many components of wildfire smoke are capable of activating the oxidative stress pathway. Inhalation of wildfire smoke induces production of reactive oxygen species (ROS) and elicits inflammatory responses in the lung, which can lead to systemic inflammation and other biochemical changes (for example, lipid peroxidation, depletion of antioxidants, cell cycle alteration, platelet activation, DNA damage). Additionally, inhaled wildfire smoke particles can interact with the receptors in the lung and activate the autonomous nervous system, resulting in changes in blood pressure and heart rhythm. Ultrafine particles (particles with a diameter less than 0.1 micrometres) and gases in the smoke may translocate through alveolar membranes and enter systemic circulation, which can result in biochemical and physiological changes, including endothelial dysfunction and injury. Lastly, wildfire smoke may compromise immune system function, including immune responses in the lung, increasing the risk of infection.

2.7 Disproportionately impacted populations

Although few studies have been designed to directly evaluate differential impacts or susceptibilities to wildfires and wildfire smoke, several groups have been identified as potentially being disproportionately impacted, including seniors, children, women, pregnant people, Indigenous populations, people living in remote areas, people with pre-existing health conditions, people with lower socio-economic status (SES), and wildland firefighters (Youssouf et al., 2014; Adetona et al., 2016; Liu et al., 2016; Reid et al., 2016; Borchers Arriagada et al., 2019; Kondo et al., 2019; Chen et al., 2021; Karanasiou et al., 2021; Thomas et al., 2022; Melton et al., 2023). Various factors contribute to these disproportionate risks, including biological and physiological differences due to lifestage and/or presence of a comorbidity, and increased likelihood of exposure to wildfires due to location or occupation. From an analysis of studies of wildfire smoke conducted in North America, increased risks of respiratory morbidity outcomes were identified for children, seniors, women and those with lower SES (Kondo et al., 2019). Studies in wildland firefighters have identified cardiorespiratory effects (for example, reduced lung function, airway and systemic inflammation) associated with short-term exposures to wildfire smoke (Yousouff et al., 2014; Black et al., 2017; Groot et., 2019; Chen et al., 2021), and there is an indication of increased risk of mental health impacts (for example, PTSD) in this occupational group (Groot et al., 2019; Walinski et al., 2023).

3.0 Conclusions and considerations

As wildfires are projected to increase in frequency and severity, the health effects of wildfire smoke will continue to be an active area of research. Based on published systematic reviews of the literature, there is strong and consistent evidence that wildfire smoke exposure is associated with an increased risk of premature mortality and adverse respiratory effects, including exacerbation of asthma and COPD. There is some evidence of an association between wildfire smoke exposure and increased risk of cardiovascular mortality and morbidity, including an increased risk of non-fatal effects in seniors. For reproductive and developmental effects and mental health impacts, further studies are needed to differentiate the effects attributable to wildfire smoke versus the effects resulting from the occurrence of wildfires. At present, there is some evidence of an association between wildfire smoke and reproductive and developmental effects (for example, low birth weight) and limited evidence on the mental health impacts of wildfire smoke specifically. With respect to other health outcomes, there is emerging evidence of potential associations between exposure to wildfire smoke and wildfires and risk of neurological effects (for example, cognitive deficits), cancer, and skin and eye conditions (Gould et al., 2023; Zhang et al., 2023). Also, there is limited evidence of the long-term effects of wildfire smoke exposure, which is attributable to the episodic nature of wildfires, seasonal and spatial variability in wildfire smoke exposure, and the difficulties in differentiating wildfire-PM2.5 from PM2.5 from all sources (Gao et al., 2023; Gould et al., 2023). There is a need for a better characterization of the lagged effects of wildfire smoke exposure that have been observed, which will help to better understand the cumulative impacts on health care utilization (Skinner et al., 2022; Gould et al., 2023). As such, additional, well-designed studies are needed to address these knowledge gaps and to more fully understand the totality of the health effects of wildfire smoke. Since this evidence synthesis is based on published systematic reviews, it may not include the most recent primary studies of the health effects of wildfire smoke.

The literature base identified some groups that may be disproportionately impacted by wildfires and wildfire smoke, including seniors, children, women, pregnant people, Indigenous populations, people living in remote areas, people with pre-existing health conditions, people with lower SES, and wildland firefighters. Additional research will also help to better understand the groups that may be disproportionately impacted by wildfires and wildfire smoke.

As the understanding of the health effects of wildfire smoke develops, there are a few considerations that should be taken into account. With respect to exposure assessment, there are numerous challenges; for example, monitoring methods cannot distinguish between sources of PM, methods based on proximity to wildfires may not represent smoke exposure, and use of smoky versus non-smoky days is a coarse metric that cannot be used to quantify the risk per unit of exposure. Furthermore, the diverse approaches to exposure assessment can limit the ability to quantitatively synthesize the results from the primary studies. Additionally, behaviour changes associated with exposure to wildfire smoke (for example, remaining indoors, wearing masks, relocation) will alter individual exposures and, if unaccounted for, would bias the exposure-response relationship. Other important areas of investigation include an understanding of the differential effects of ambient PM2.5 and wildfire-PM2.5, the health effects of the other components of wildfire smoke, and the combined effects of wildfire smoke and heat, as smoke and heat events may occur simultaneously.

Appendix: Methodology

Approach

The objective of the report is to provide a concise weight-of-evidence review of health outcomes associated with exposure to wildfire smoke. To facilitate this, an umbrella review approach was taken. Umbrella reviews systematically search, organize, and evaluate existing evidence from systematic reviews with or without meta-analyses (Aromataris et al., 2015).

Search strategy and article selection

Literature searches were conducted by a Health Canada librarian in three databases – Ovid Embase, Ovid MEDLINE, and Global Health – and covered the period from January 1, 2013 to November 6, 2023. The detailed search strategy is provided in Tables A1, A2 and A3. There were no limitations based on language of publication, though only articles in English were retrieved. The references identified from the literature search were screened first by title and abstract, and then underwent full-text screening for eligibility. The review process was managed using DistillerSR (Evidence Partners, Ottawa, ON).

To be considered for inclusion in the report, the review articles needed to employ systematic review techniques and evaluate the health effects of wildfires or wildfire smoke. Narrative reviews (that is, non-systematic reviews) were excluded. Review articles that considered non-wildfire smoke (for example, burning of built environment or agricultural waste; indoor biomass burning) were excluded. Of the full-text review articles that were screened, articles were excluded for: not being specific to wildfires or wildfire smoke (n = 10), narrative reviews (n = 6), review was not based on epidemiological studies (n = 2), and record was correspondence (n = 1). Additionally, for the quantitative syntheses, pooled risk estimates that combined wildfire smoke with non-wildfire smoke were excluded.

The study selection process is outlined in Figure A1. Overall, 26 review articles were included within the evidence synthesis, which included three articles identified by peer-reviewers that were not captured by the initial literature search but otherwise met the inclusion criteria.

Data extraction

For the systematic reviews with meta-analysis that met the inclusion criteria, the following data was extracted: first author's name, year of publication, number of studies included in meta-analysis, health outcome, wildfire smoke exposure, and summary risk estimate with corresponding 95% confidence interval.

Table A1: Search strategy, Embase
Database(s): Embase 1974 to 2023 November 06
Search Strategy:
# Searches Results
1 wildfire/ 2505
2 (brushfire* or bushfire* or forestfire* or peatfire* or wildfire* or wildlandfire*).tw,kw,kf. or (fire* adj4 (brush* or bush* or forest* or peat* or vegetation* or wild*)).tw,kf. 6980
3 (fire* adj4 (crown* or canop* or foliage)).tw,kf. 158
4 or/1-3 [Wildfire] 7398
5 exp "air and air related phenomena"/ 370838
6 air*.tw,kw,kf. 728646
7 (smoke* or particulate* or particle* or PM* or volatiliz* or volatilis* or vapor* or evapor* or wind* or downwind* or AQHI or AQI).tw,kw,kf. 1379865
8 or/5-7 [Smoke, Air Quality] 2142964
9 exp Human/ or exp human development/ or human embryo/ or exp "named groups of persons"/ 26433646
10 (human or humans or people or person* or patient? or inpatient* or volunteer* or participant* or man or men or woman or women or child* or pediatric* or paediatric* or newborn* or new born* or baby or babies or infant* or toddler* or youth* or teen* or adolescen* or preteen* or preadolescen* or girl* or boy* or school age* or schoolage* or senior* or elderly or homeless* or worker* or employee* or aboriginal? or general population* or smoker? or nonsmoker? or public or citizen? or Inuit* or First Nation* or Metis).tw,kw,kf. or ((urban or rural or vulnerab* or low income or indigenous or high risk) adj4 (population? or group?)).tw,kf. 19845168
11 9 or 10 [Human] 28439332
12 exp health/ 900950
13 public health/ 236968
14 diseases/ 148704
15 exp mental disease/ 2663132
16 physical disease/ or exp physical disease by anatomical structure/ or exp physical disease by body function/ or exp "physical disease by composition of body fluids, excreta and secretions"/ or exp physical disease by developmental age/ 21010887
17 "physical disease by etiology and pathogenesis"/ or acute disease/ or exp aplasia/ or exp ascites/ or exp atrophy/ or exp bleeding/ or exp calcification/ or exp channelopathy/ or chemically induced disorder/ or exp chronic disease/ or exp complication/ or critical illness/ or exp cyst/ or exp deformity/ or exp degeneration/ or exp diverticulosis/ or exp dysplasia/ or exp dystrophy/ or exp ectopic tissue/ or exp edema/ or exp effusion/ or exp emphysema/ or endemic disease/ or environmental disease/ or epidemic/ or exp fibrosis/ or exp fistula/ or exp healing impairment/ or exp hernia/ or exp hyperplasia/ or exp hypertrophy/ or exp hypoplasia/ or exp hypotrophy/ or idiopathic disease/ or exp infection/ or exp inflammation/ or exp ischemia/ or exp "lesions and defects"/ or exp malnutrition/ or exp metaplasia/ or exp necrosis/ or neglected disease/ or neointima/ or exp neoplasm/ or exp "neovascularization (pathology)"/ or non communicable disease/ or exp occupational disease/ or pandemic/ or exp pseudotumor/ or rare disease/ or recurrent disease/ or relapse/ or reversal reaction/ or exp sclerosis/ or exp "stenosis, occlusion and obstruction"/ or exp stone formation/ or exp storage disease/ or exp swelling/ or syndrome/ or systemic disease/ or terminal disease/ or exp thromboembolism/ or exp torsion/ or exp "toxicity and intoxication"/ or exp ulcer/ 16503505
18 exp mortality/ or mortality risk/ 1403855
19 exp epidemiology/ or exp epidemiological monitoring/ or exp epidemiological data/ 5456834
20 hospitalization/ or hospital admission/ or hospitalized adolescent/ or hospitalized child/ or hospitalized infant/ 780687
21 exp medical care/ 1223033
22 exp ambulatory care/ 54094
23 health care facility/ or air medical transport/ or exp ambulance/ or health center/ or exp hospital/ or exp isolation facility/ or pain clinic/ or exp pharmacy/ or secondary care center/ or tertiary care center/ 1648532
24 environmental health/ or environmental stress/ 47186
25 genotoxicity/ or genetic damage/ or mutagenic activity/ or mutagenicity/ 60384
26 exp toxicity/ 789474
27 exp biological functions/ 27770904
28 exp postnatal development/ 79567
29 "quality of life"/ 632049
30 (IQR or interquartile range* or inter quartile range* or mortalit* or morbidit* or epidemiolog* or death* or dead* or fatal* or lethal*).tw,kw,kf. 3999917
31 (health* or disease* or illness* or mortalit* or morbidit* or disorder* or sick*).tw,kw,kf. 12324181
32 or/12-31 [Broad-level Health Outcomes] 35867534
33 exp lung function/ or exp lung function test/ or exp respiratory tract allergy/ 647967
34 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj3 (health or symptom* or infect* or disease* or disorder* or dysfunction* or syndrome* granuloma* or neoplas* or cancer* or tumor* or tumour* or ischemia* or mortal* or morbid* or fatal* or death? or admission* or hospital* or emergency or emergencies)).tw,kf. 1168773
35 ((chronic obstructive adj2 (pulmonary or airway or lung)) or chronic airflow obstruction or "COPD" or "COAD" or "AECOPD" or ("OPD" or obstructive pulmonary)).tw,kf. 161569
36 (pleural empyema or whooping cough or pertussis or bronchiectasis or ((bronchial adj2 (fistula* or hyperreactiv* or neoplasm* or spasm*)) or bronchitis or bronchiolitis or bronchogenic cyst* or bronchopneumonia* or bronchiectas?s or bronchospasm*) or ((laryng* adj2 (edema* or neoplasm* or nerve injur*)) or laryngitis or croup or supraglottitis or tuberculos* or laryngotracheobronchit*) or acute chest syndrome* or cystic fibrosis or lung abcess* or blastomycos* or pneumonia* or pulmonary aspergillos* or alveolitis or pneumonitis or pulmonary edema* or pulmonary embolism* or respiratory distress syndrome* or bronchiogenic carcinoma* or pulmonary nodule* or pulmonary sclerosing hemangioma*).tw,kf. 865357
37 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula* or inhal*) adj4 (hyperresponsiv* or hyper-responsiv* or hypersensitiv* or hyper-sensitiv* or sensitiz* or sensitis* or inflam* or allerg* or obstruct* or spasm* or mast cell* or immunoglobulin E or immunoglobulin epsilon or IgE or eosinophil*)).tw,kf. 330365
38 airway responsiveness.tw,kw,kf. 3710
39 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj4 (function* or disfunction* or dysfunction* or mechanic?)).tw,kf. 266207
40 (asthma* or alveolitis* or wheez* or "shortness of breath" or dyspnea* or dyspnoea* or rhinitis or mucociliary clearance*).tw,kw,kf. 437557
41 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj3 (remodel* or resist* or compliance or circulation or clearance* or diffus* or perfus* or eliminat* or ventilat* or absorb* or absorp* or volum* or exchang* or ventialt*)).tw,kf. 290617
42 (forced expiratory or maximal voluntary ventilation or maxim* expirat* or peak expirat*).tw,kw,kf. 42774
43 (respir* adj3 (rate* or transport* or dead space* or sound*)).tw,kf. 50426
44 (total lung capacit* or closing volume* or functional residual capacit* or vital capacit* or valsalva maneuver* or valsalva manoeuver* or ventilation perfusion ratio? or "work of breathing").tw,kw,kf. 46165
45 (blood-gas analys* or blood-gas monitor* or oximetr* or bronch* provocation* or capnograph* or exercise test* or maxim* respiratory or spirometr* or bronchospiro* or hydrogen breath test* or nitrogen washout* or nitrogen test* or pneumograph* or pneumatotachygraph* or spirograph* or plethysmograph* or bronchodilation test*).tw,kw,kf. 144685
46 or/33-45 [Lung Function and Hypersensitivity] 2713384
47 cardiovascular disease/ or exp cardiovascular infection/ or exp cardiovascular inflammation/ or cardiovascular symptom/ or exp cardiovascular system tumor/ or exp heart disease/ or exp vascular disease/ 4409864
48 (cardio* or cardia* or heart? or vascula* or atria* or ventric* or myocard* or coronary).tw,kw,kf. 4172966
49 (cerebrovasc* or aneurysm* or stroke*).tw,kw,kf. 753724
50 (((heart or cardiac or myocardia*) adj3 (failure or decompensat*)) or cardiac edema or paroxysmal dyspnea or cardio-renal syndrome* or cardiorenal syndrome*).tw,kf. 394056
51 (NSTEMI or STEMI or CVD or infarct* or "MI" or fibrillation).tw,kw,kf. 781273
52 (paroxysmal dyspnea or arrhythmia* or dysrhythmia* or bradycard* or brugada syndrome* or commotio cordis or long QT syndrome or parasystole or pre-excitation syndrome* or tachycardia* or conduction disturbance*).tw,kw,kf. or ((atrial or ventricular) adj2 (fibrillation* or flutter)).tw,kf. 427020
53 (atherosclero* or hypertensi* or vasomotor* or blood vessel*).tw,kw,kf. 1146867
54 or/47-53 [Cardio and Vascular Outcomes] 6600371
55 ((complicat* or risk*) adj3 (pregnan* or natal* or prenatal* or postnatal* or gestat* or gravid* or trimester* or childbear* or deliver* or birth* or intrauterine or maternal*)).tw,kf. 148027
56 ((preterm* or premature* or pre term or pre mature or low birth weight low birthweight or VLBW or LBW or "small for date" or underweight) adj3 (baby or babies or neonate* or child* or infant* or newborn*)).tw,kf. 103909
57 (intrauterine growth adj3 retard*).tw,kf. 8343
58 (stillbirth* or stillborn*).tw,kw,kf. or ((antepartum or prenatal* or intrauterine or endouterine or fetus* or foetus* or fetal* or foetal*) adj3 (death* or die or dying or mortal*)).tw,kf. 47575
59 or/55-58 [Pregnancy Complications] 285556
60 (diabet* or (glucose adj2 (toler* or intoler*)) or Wolfram syndrome* or donahue syndrome* or prediabet*).tw,kf. 1234911
61 ((metabolic adj3 syndrome*) or (dysmetabolic adj3 syndrome*) or insulin resistance syndrome*).tw,kf. 108273
62 ((metabolic* or metabolism) adj3 (disease* or disorder*)).tw,kf. 130442
63 (autism* or autistic* or neuro* or dementia* or alzheimer* or cognitive).tw,kw,kf. 3531395
64 (((bio or biological*) adj3 mark*) or biomark*).tw,kf. 656260
65 gene?.tw,kw,kf. 3213294
66 (immune* or immunity).tw,kw,kf. 1327718
67 (inflammat* or oxidative stress* or oxidative potential*).tw,kw,kf. 2035979
68 (medication* or medicine* or prescription* or pharmaceutical*).tw,kw,kf. 2033689
69 or/60-68 [Additional Health KW] 11433865
70 sensitization/ or contact sensitization/ or skin sensitization/ or skin test/ or patch test/ or exp skin disease/ or skin absorption/ or exp hypersensitivity/ or case report/ or exp allergenicity/ 4794566
71 exp toxicology/ or exp "toxicity and intoxication"/ or exp toxicological parameters/ or exp mutagenesis/ or exp toxic substance/ or exp toxicity testing/ or exp toxicity assay/ or exp health/ or exp genetic disorder/ or mutagenic activity/ or exp mutagen testing/ or reactive oxygen metabolite/ or exp genetic damage/ or exp cell damage/ or exp developmental toxicity/ or oxidative stress/ or endocrine system/ or androgenic receptor/ or endocrine disrupter/ 5688735
72 exp neoplasm/ or exp carcinogenicity/ or exp health hazard/ 6017476
73 risk assessment/ or adverse outcome/ or risk/ 1298715
74 (toxic* or poison* or neurotox* or embryotox* or cytotox* or hepatotox* or fetotox* or genotox* or maternotox* or immunotox* or dermatotox* or cardiotoxic* or nephrotoxic* or fatal* or lethal* or safety or mortal* or hazard* or adverse* or ototoxic* or mutagen* or carcinog* or malign* or teratogen* or (risk adj2 asses*) or (health adj2 (effect? or impact* or implicat* or human?)) or ames test* or microtox* test* or micronucleus test* or reactive oxygen species or reactive oxygen metabolite? or oxidative stress or endocrine disrupt* or ((gene* or genomic* or dna or chromosom*) adj3 (damag* or repair* or adduct? or aberrat* or break* or fragment*))).tw,kf. 7080777
75 (risk or risks or ((side* or negative*) adj2 (react* or event* or effect*))).tw,kf. 4759731
76 (anaphylax* or urticaria or dermatitis or hypersensitive* or skin absorption or sensitization or skin test* or patch test* or skin disease or allerg* or case report? or symptom?).tw,kw,kf. 2836493
77 or/70-76 [Tox, Risk] 18934596
78 32 or 46 or 54 or 59 or 69 or 77 [Health Outcomes] 36688569
79 (systematic review or meta-analysis).pt. 0
80 meta-analysis/ or systematic review/ or systematic reviews as topic/ or meta-analysis as topic/ or "meta analysis (topic)"/ or "systematic review (topic)"/ or exp technology assessment, biomedical/ or network meta-analysis/ 641768
81 ((systematic* adj3 (review* or overview*)) or (methodologic* adj3 (review* or overview*)) or ((quantitative adj3 (review* or overview* or synthes*)) or (research adj3 (integrati* or overview*))) or ((integrative adj3 (review* or overview*)) or (collaborative adj3 (review* or overview*)) or (pool* adj3 analy*)) or (data synthes* or data extraction* or data abstraction*) or (handsearch* or hand search*) or (mantel haenszel or peto or der simonian or dersimonian or fixed effect* or latin square*) or (met analy* or metanaly* or technology assessment* or HTA or HTAs or technology overview* or technology appraisal*) or (meta regression* or metaregression*)).ti,ab,kf. or (meta-analy* or metaanaly* or systematic review* or biomedical technology assessment* or bio-medical technology assessment*).mp,hw. or (medline or cochrane or pubmed or medlars or embase or cinahl).ti,ab,hw. or (cochrane or (health adj2 technology assessment) or evidence report).jw. or (comparative adj3 (efficacy or effectiveness)).ti,ab,kf. or (outcomes research or relative effectiveness).ti,ab,kf. or ((indirect or indirect treatment or mixed-treatment or bayesian) adj3 comparison*).ti,ab,kf. or (meta-analysis or systematic review).tw,kw,kf. or (multi* adj3 treatment adj3 comparison*).ti,ab,kf. or (mixed adj3 treatment adj3 (meta-analy* or metaanaly*)).ti,ab,kf. or umbrella review*.ti,ab,kf. or (multi* adj2 paramet* adj2 evidence adj2 synthesis).ti,ab,kf. or (multiparamet* adj2 evidence adj2 synthesis).ti,ab,kf. or (multi-paramet* adj2 evidence adj2 synthesis).ti,ab,kf. 1020204
82 review*.ti. 832474
83 or/79-82 [Reviews] 1470351
84 4 and 8 and 11 and 78 and 83 123
85 limit 84 to yr="2013 -Current" 109
Table A2: Search strategy, Medline

Database(s): Ovid MEDLINE® ALL 1946 to November 06, 2023
Search Strategy:

# Searches Results
1 Wildfires/ 1236
2 (brushfire* or bushfire* or forestfire* or peatfire* or wildfire* or wildlandfire*).tw,kw,kf. or (fire* adj4 (brush* or bush* or forest* or peat* or vegetation* or wild*)).tw,kf. 6505
3 (fire* adj4 (crown* or canop* or foliage)).tw,kf. 161
4 or/1-3 [Wildfire] 6665
5 exp air/ or Air Pollution/ 67032
6 air*.tw,kw,kf. 554039
7 (smoke* or particulate* or particle* or PM* or volatiliz* or volatilis* or vapor* or evapor* or wind* or downwind* or AQHI or AQI).tw,kw,kf. 1111052
8 or/5-7 [Smoke, Air Quality] 1589684
9 humans/ or exp human experimentation/ or exp persons/ 21713124
10 (human or humans or people or person* or patient? or inpatient* or volunteer* or participant* or man or men or woman or women or child* or pediatric* or paediatric* or newborn* or new born* or baby or babies or infant* or toddler* or youth* or teen* or adolescen* or preteen* or preadolescen* or girl* or boy* or school age* or schoolage* or senior* or elderly or homeless* or worker* or employee* or aboriginal? or general population* or smoker? or nonsmoker? or public or citizen? or Inuit* or First Nation* or Metis).tw,kw,kf. or ((urban or rural or vulnerab* or low income or indigenous or high risk) adj4 (population? or group?)).tw,kf. 15078252
11 9 or 10 [Human] 24356182
12 exp Health/ 442148
13 exp Public Health/ 9337830
14 exp "diseases (non mesh)"/ 17162636
15 exp Mental Disorders/ 1449265
16 exp morbidity/ or exp mortality/ 1036110
17 exp Epidemiology/ or Epidemiological Monitoring/ 36582
18 exp Hospitalization/ or Adolescent, Hospitalized/ or Child, Hospitalized/ or Inpatients/ 324135
19 Patient care/ or exp ambulatory care/ or exp critical care/ 135921
20 exp hospitals/ or exp Ambulatory Care Facilities/ or health facilities/ 388741
21 environmental medicine/ or exp environmental health/ 27676
22 exp "growth and development"/ 1610767
23 exp Pathologic Processes/ 4772785
24 exp Biological Phenomena/ 2322608
25 "Quality of Life"/ 275698
26 (IQR or interquartile range* or inter quartile range* or mortalit* or morbidit* or epidemiolog* or death* or dead* or fatal* or lethal*).tw,kw,kf. 2839573
27 (health* or disease* or illness* or mortalit* or morbidit* or disorder* or sick*).tw,kw,kf. 9352450
28 or/12-27 [Broad-level Health Outcomes] 24690838
29 Respiratory Physiological Phenomena/ or Respiratory Function Tests/ 56046
30 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj3 (health or symptom* or infect* or disease* or disorder* or dysfunction* or syndrome* granuloma* or neoplas* or cancer* or tumor* or tumour* or ischemia* or mortal* or morbid* or fatal* or death? or admission* or hospital* or emergency or emergencies)).tw,kw,kf. 828860
31 ((chronic obstructive adj2 (pulmonary or airway or lung)) or chronic airflow obstruction or "COPD" or "COAD" or "AECOPD" or ("OPD" or obstructive pulmonary)).tw,kw,kf. 91684
32 (pleural empyema or whooping cough or pertussis or bronchiectasis or ((bronchial adj2 (fistula* or hyperreactiv* or neoplasm* or spasm*)) or bronchitis or bronchiolitis or bronchogenic cyst* or bronchopneumonia* or bronchiectas?s or bronchospasm*) or ((laryng* adj2 (edema* or neoplasm* or nerve injur*)) or laryngitis or croup or supraglottitis or tuberculos* or laryngotracheobronchit*) or acute chest syndrome* or cystic fibrosis or lung abcess* or blastomycos* or pneumonia* or pulmonary aspergillos* or alveolitis or pneumonitis or pulmonary edema* or pulmonary embolism* or respiratory distress syndrome* or bronchiogenic carcinoma* or pulmonary nodule* or pulmonary sclerosing hemangioma*).tw,kw,kf. 707560
33 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula* or inhal*) adj4 (hyperresponsiv* or hyper-responsiv* or hypersensitiv* or hyper-sensitiv* or sensitiz* or sensitis* or inflam* or allerg* or obstruct* or spasm* or mast cell* or immunoglobulin E or immunoglobulin epsilon or IgE or eosinophil*)).tw,kw,kf. 231752
34 airway responsiveness.tw,kw,kf. 2899
35 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj4 (function* or disfunction* or dysfunction* or mechanic?)).tw,kw,kf. 176864
36 (asthma* or alveolitis* or wheez* or "shortness of breath" or dyspnea* or dyspnoea* or rhinitis or mucociliary clearance*).tw,kw,kf. 281520
37 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj3 (remodel* or resist* or compliance or circulation or clearance* or diffus* or perfus* or eliminat* or ventilat* or absorb* or absorp* or volum* or exchang* or ventialt*)).tw,kw,kf. 210615
38 (forced expiratory or maximal voluntary ventilation or maxim* expirat* or peak expirat*).tw,kw,kf. 32159
39 (respir* adj3 (rate* or transport* or dead space* or sound*)).tw,kw,kf. 36103
40 (total lung capacit* or closing volume* or functional residual capacit* or vital capacit* or valsalva maneuver* or valsalva manoeuver* or ventilation perfusion ratio? or "work of breathing").tw,kw,kf. 31715
41 (blood-gas analys* or blood-gas monitor* or oximetr* or bronch* provocation* or capnograph* or exercise test* or maxim* respiratory or spirometr* or bronchospiro* or hydrogen breath test* or nitrogen washout* or nitrogen test* or pneumograph* or pneumatotachygraph* or spirograph* or plethysmograph* or bronchodilation test*).tw,kw,kf. 96752
42 or/29-41 [Lung Function and Hypersensitivity] 1923681
43 Cardiovascular Diseases/ 179395
44 (cardio* or cardia* or heart? or vascula* or atria* or ventric* or myocard* or coronary).tw,kw,kf. 3066713
45 (cerebrovasc* or aneurysm* or stroke*).tw,kw,kf. 511987
46 (((heart or cardiac or myocardia*) adj3 (failure or decompensat*)) or cardiac edema or paroxysmal dyspnea or cardio-renal syndrome* or cardiorenal syndrome*).tw,kw,kf. 240474
47 (NSTEMI or STEMI or CVD or infarct* or "MI" or fibrillation).tw,kw,kf. 513629
48 (paroxysmal dyspnea or arrhythmia* or dysrhythmia* or bradycard* or brugada syndrome* or commotio cordis or long QT syndrome or parasystole or pre-excitation syndrome* or tachycardia* or conduction disturbance* or ((atrial or ventricular) adj2 (fibrillation* or flutter))).tw,kw,kf. 272132
49 (atherosclero* or hypertensi* or vasomotor* or blood vessel*).tw,kw,kf. 777976
50 or/43-49 [Cardio and Vascular Outcomes] 3834691
51 Pregnancy Complications/ 97582
52 ((complicat* or risk*) adj3 (pregnan* or natal* or prenatal* or postnatal* or gestat* or gravid* or trimester* or childbear* or deliver* or birth* or intrauterine or maternal*)).tw,kw,kf. 117135
53 ((preterm* or premature* or pre term or pre mature or low birth weight low birthweight or VLBW or LBW or "small for date" or underweight) adj3 (baby or babies or neonate* or child* or infant* or newborn*)).tw,kw,kf. 84541
54 (intrauterine growth adj3 retard*).tw,kw,kf. 6249
55 (stillbirth* or stillborn* or ((antepartum or prenatal* or intrauterine or endouterine or fetus* or foetus* or fetal* or foetal*) adj3 (death* or die or dying or mortal*))).tw,kw,kf. 36294
56 or/51-55 [Pregnancy Complications] 295072
57 (diabet* or (glucose adj2 (toler* or intoler*)) or Wolfram syndrome* or donahue syndrome* or prediabet*).tw,kw,kf. 820502
58 ((metabolic adj3 syndrome*) or (dysmetabolic adj3 syndrome*) or insulin resistance syndrome*).tw,kw,kf. 69544
59 ((metabolic* or metabolism) adj3 (disease* or disorder*)).tw,kw,kf. 95708
60 (autism* or autistic* or neuro* or dementia* or alzheimer* or cognitive).tw,kw,kf. 2664675
61 (((bio or biological*) adj3 mark*) or biomark*).tw,kw,kf. 442223
62 gene?.tw,kw,kf. 2599229
63 (immune* or immunity).tw,kw,kf. 995393
64 (inflammat* or oxidative stress* or oxidative potential*).tw,kw,kf. 1435837
65 (medication* or medicine* or prescription* or pharmaceutical*).tw,kw,kf. 1323611
66 or/57-65 [Specifically Requested KW] 8561865
67 28 or 42 or 51 or 56 or 66 [Health Outcomes] 26799009
68 exp skin diseases/ or exp skin tests/ or exp Hypersensitivity/ or exp allergies/ or allergic reactions/ or skin absorption/ or Central Nervous System Sensitization/ or case reports/ or exp allergens/ 3604009
69 exp toxicology/ or toxicogenetics/ or exp Toxicological Phenomena/ or toxicokinetics/ or exp mutagenicity tests/ or exp poisoning/ or Maximum allowable concentration/ or exp toxicity tests/ or exp mutagenesis/ or exp health/ or exp DNA damage/ or exp chromosome aberrations/ or exp reactive oxygen species/ or exp oxidative stress/ or endocrine system/ or endocrine disruptors/ or Receptors, Androgen/ or exp receptors, estrogen/ 1973988
70 exp neoplasms/ or exp mutation/ or exp carcinogens/ 4634535
71 exp risk assessment/ or safety/ or symptom assessment/ or risk factors/ or risk/ 1342782
72 (toxic* or poison* or neurotox* or embryotox* or cytotox* or hepatotox* or fetotox* or genotox* or maternotox* or immunotox* or dermatotox* or cardiotoxic* or nephrotoxic* or fatal* or lethal* or safety or mortal* or hazard* or adverse* or ototoxic* or mutagen* or carcinog* or malign* or teratogen* or (risk adj2 asses*) or (health adj2 (effect? or impact* or implicat* or human?)) or ames test* or microtox* test* or micronucleus test* or reactive oxygen species or reactive oxygen metabolite? or oxidative stress or endocrine disrupt* or ((gene* or genomic* or dna or chromosom*) adj3 (damag* or repair* or adduct? or aberrat* or break* or fragment*))).tw,kf. 5234498
73 (risk or risks or ((side* or negative*) adj2 (react* or event* or effect*))).tw,kf. 3318188
74 (anaphylax* or urticaria or dermatitis or hypersensitive* or skin absorption or sensitization or skin test* or patch test* or skin disease or allerg* or case report? or symptom?).tw,kw,kf. 2030553
75 or/68-74 [Tox, Risk] 14034614
76 28 or 42 or 51 or 56 or 66 or 75 [Health Outcomes] 27855338
77 (systematic review or meta-analysis).pt. 327321
78 meta-analysis/ or "systematic review"/ 327321
79 ((systematic* adj3 (review* or overview*)) or (methodologic* adj3 (review* or overview*)) or ((quantitative adj3 (review* or overview* or synthes*)) or (research adj3 (integrati* or overview*))) or ((integrative adj3 (review* or overview*)) or (collaborative adj3 (review* or overview*)) or (pool* adj3 analy*)) or (data synthes* or data extraction* or data abstraction*) or (handsearch* or hand search*) or (mantel haenszel or peto or der simonian or dersimonian or fixed effect* or latin square*) or (met analy* or metanaly* or technology assessment* or HTA or HTAs or technology overview* or technology appraisal*) or (meta regression* or metaregression*)).ti,ab,kf. or (meta-analy* or metaanaly* or systematic review* or biomedical technology assessment* or bio-medical technology assessment*).mp,hw. or (medline or cochrane or pubmed or medlars or embase or cinahl).ti,ab,hw. or (cochrane or (health adj2 technology assessment) or evidence report).jw. or (comparative adj3 (efficacy or effectiveness)).ti,ab,kf. or (outcomes research or relative effectiveness).ti,ab,kf. or ((indirect or indirect treatment or mixed-treatment or bayesian) adj3 comparison*).ti,ab,kf. or (meta-analysis or systematic review).tw,kw,kf. or (multi* adj3 treatment adj3 comparison*).ti,ab,kf. or (mixed adj3 treatment adj3 (meta-analy* or metaanaly*)).ti,ab,kf. or umbrella review*.ti,ab,kf. or (multi* adj2 paramet* adj2 evidence adj2 synthesis).ti,ab,kf. or (multiparamet* adj2 evidence adj2 synthesis).ti,ab,kf. or (multi-paramet* adj2 evidence adj2 synthesis).ti,ab,kf. 703659
80 review*.ti. 732019
81 or/77-80 [Reviews] 1119871
82 4 and 8 and 11 and 76 and 81 83
83 limit 82 to yr="2013 -Current" 76
Table A3: Search strategy, Global Health & CAB Abstracts

Database(s): CAB Abstracts 1973 to 2023 Week 44, Global Health 1973 to 2023 Week 44
Search Strategy:

# Searches Results
1 exp forest fires/ or wildfires/ 29508
2 (brushfire* or bushfire* or forestfire* or peatfire* or wildfire* or wildlandfire* or (fire* adj4 (brush* or bush* or forest* or peat* or vegetation* or wild*))).tw. 38801
3 (fire* adj4 (crown* or canop* or foliage)).tw. 1472
4 or/1-3 [Wildfire] 39119
5 exp air/ or exp air pollution/ or exp air pollutants/ or air quality/ or exp dust/ 167155
6 air*.ti,ab. 372653
7 (smoke* or particulate* or particle* or PM* or volatiliz* or volatilis* or vapor* or evapor* or wind* or downwind* or AQHI or AQI).ti,ab. 642787
8 or/5-7 [Smoke, Air Quality] 995638
9 man/ or human population/ or exp people/ 4228539
10 (human or humans or people or person* or patient? or inpatient* or volunteer* or participant* or man or men or woman or women or child* or pediatric* or paediatric* or newborn* or new born* or baby or babies or infant* or toddler* or youth* or teen* or adolescen* or preteen* or preadolescen* or girl* or boy* or school age* or schoolage* or senior* or elderly or homeless* or worker* or employee* or aboriginal? or general population* or smoker? or nonsmoker? or public or citizen? or Inuit* or First Nation* or Metis or ((urban or rural or vulnerab* or low income or indigenous or high risk) adj4 (population? or group?))).tw. 9838577
11 9 or 10 [Human] 9838577
12 exp health/ 820344
13 exp diseases/ 5332548
14 morbidity/ or exp mortality/ 391542
15 exp epidemiology/ or epidemiological surveys/ 699625
16 hospital stay/ or hospital admission/ or hospital care/ 56377
17 exp patient care/ 69719
18 exp health facilities/ 152471
19 environmental health/ 30356
20 (growth and development).mp. [mp=ab, ti, ot, bt, hw, id, cc, cw] 963220
21 exp biological development/ 713688
22 exp pathogenesis/ 807458
23 "quality of life"/ 53695
24 (IQR or interquartile range* or inter quartile range* or mortalit* or morbidit* or epidemiolog* or death* or dead* or fatal* or lethal*).tw. 1704894
25 (health* or disease* or illness* or mortalit* or morbidit* or disorder* or sick*).tw. 6372748
26 or/12-25 [Broad-level Health Outcomes] 8157373
27 exp respiratory system/ or exp respiratory diseases/ or lung function/ 586383
28 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj3 (health or symptom* or infect* or disease* or disorder* or dysfunction* or syndrome* granuloma* or neoplas* or cancer* or tumor* or tumour* or ischemia* or mortal* or morbid* or fatal* or death? or admission* or hospital* or emergency or emergencies)).tw. 408787
29 ((chronic obstructive adj2 (pulmonary or airway or lung)) or chronic airflow obstruction or "COPD" or "COAD" or "AECOPD" or ("OPD" or obstructive pulmonary)).tw. 20646
30 (pleural empyema or whooping cough or pertussis or bronchiectasis or ((bronchial adj2 (fistula* or hyperreactiv* or neoplasm* or spasm*)) or bronchitis or bronchiolitis or bronchogenic cyst* or bronchopneumonia* or bronchiectas?s or bronchospasm*) or ((laryng* adj2 (edema* or neoplasm* or nerve injur*)) or laryngitis or croup or supraglottitis or tuberculos* or laryngotracheobronchit*) or acute chest syndrome* or cystic fibrosis or lung abcess* or blastomycos* or pneumonia* or pulmonary aspergillos* or alveolitis or pneumonitis or pulmonary edema* or pulmonary embolism* or respiratory distress syndrome* or bronchiogenic carcinoma* or pulmonary nodule* or pulmonary sclerosing hemangioma*).tw. 332763
31 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula* or inhal*) adj4 (hyperresponsiv* or hyper-responsiv* or hypersensitiv* or hyper-sensitiv* or sensitiz* or sensitis* or inflam* or allerg* or obstruct* or spasm* or mast cell* or immunoglobulin E or immunoglobulin epsilon or IgE or eosinophil*)).tw. 64716
32 airway responsiveness.tw. 451
33 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj4 (function* or disfunction* or dysfunction* or mechanic?)).tw. 35682
34 (asthma* or alveolitis* or wheez* or "shortness of breath" or dyspnea* or dyspnoea* or rhinitis or mucociliary clearance*).tw. 88429
35 ((airway* or respir* or pulmon* or lung* or bronch* or alveol* or pneumo* or vascula*) adj3 (remodel* or resist* or compliance or circulation or clearance* or diffus* or perfus* or eliminat* or ventilat* or absorb* or absorp* or volum* or exchang* or ventialt*)).tw. 37507
36 (forced expiratory or maximal voluntary ventilation or maxim* expirat* or peak expirat*).tw. 6367
37 (respir* adj3 (rate* or transport* or dead space* or sound*)).tw. 34096
38 (total lung capacit* or closing volume* or functional residual capacit* or vital capacit* or valsalva maneuver* or valsalva manoeuver* or ventilation perfusion ratio? or "work of breathing").tw. 4755
39 (blood-gas analys* or blood-gas monitor* or oximetr* or bronch* provocation* or capnograph* or exercise test* or maxim* respiratory or spirometr* or bronchospiro* or hydrogen breath test* or nitrogen washout* or nitrogen test* or pneumograph* or pneumatotachygraph* or spirograph* or plethysmograph* or bronchodilation test*).tw. 17811
40 or/27-39 [Lung Function and Hypersensitivity] 904249
41 exp cardiovascular diseases/ or exp cardiovascular disorders/ 269784
42 (cardio* or cardia* or heart? or vascula* or atria* or ventric* or myocard* or coronary).tw. 597333
43 (cerebrovasc* or aneurysm* or stroke*).tw. 56221
44 (((heart or cardiac or myocardia*) adj3 (failure or decompensat*)) or cardiac edema or paroxysmal dyspnea or cardio-renal syndrome* or cardiorenal syndrome*).tw. 24003
45 (NSTEMI or STEMI or CVD or infarct* or "MI" or fibrillation).tw. 73630
46 (paroxysmal dyspnea or arrhythmia* or dysrhythmia* or bradycard* or brugada syndrome* or commotio cordis or long QT syndrome or parasystole or pre-excitation syndrome* or tachycardia* or conduction disturbance* or ((atrial or ventricular) adj2 (fibrillation* or flutter))).tw. 23909
47 (atherosclero* or hypertensi* or vasomotor* or blood vessel*).tw. 202471
48 or/41-47 [Cardio and Vascular Outcomes] 744188
49 exp pregnancy complications/ 29640
50 ((complicat* or risk*) adj3 (pregnan* or natal* or prenatal* or postnatal* or gestat* or gravid* or trimester* or childbear* or deliver* or birth* or intrauterine or maternal*)).tw. 55039
51 ((preterm* or premature* or pre term or pre mature or low birth weight low birthweight or VLBW or LBW or "small for date" or underweight) adj3 (baby or babies or neonate* or child* or infant* or newborn*)).tw. 37118
52 (intrauterine growth adj3 retard*).tw. 1878
53 (stillbirth* or stillborn* or ((antepartum or prenatal* or intrauterine or endouterine or fetus* or foetus* or fetal* or foetal*) adj3 (death* or die or dying or mortal*))).tw. 21524
54 or/49-53 [Pregnancy Complications] 107046
55 (diabet* or (glucose adj2 (toler* or intoler*)) or Wolfram syndrome* or donahue syndrome* or prediabet*).tw. 323352
56 ((metabolic adj3 syndrome*) or (dysmetabolic adj3 syndrome*) or insulin resistance syndrome*).tw. 45017
57 ((metabolic* or metabolism) adj3 (disease* or disorder*)).tw. 134061
58 (autism* or autistic* or neuro* or dementia* or alzheimer* or cognitive).tw. 415506
59 (((bio or biological*) adj3 mark*) or biomark*).tw. 136025
60 gene?.tw. 1422388
61 (immune* or immunity).tw. 778156
62 (inflammat* or oxidative stress* or oxidative potential*).tw. 601548
63 (medication* or medicine* or prescription* or pharmaceutical*).tw. 787410
64 or/55-63 [Additional Health KW] 3684091
65 exp skin diseases/ or exp skin tests/ or exp Hypersensitivity/ or exp allergies/ or allergic reactions/ or (skin/ and absorption/) or case reports/ 470373
66 exp toxicology/ or exp toxicity/ or lethal dose/ or exp poisoning/ or exp toxic substances/ or exp mutagenesis/ or sublethal effects/ or exp health/ or genetic disorders/ or chromosome aberrations/ or chromosome breakage/ or Reactive oxygen species/ or oxidative stress/ or endocrine system/ or oestrogen receptors/ 1694091
67 exp neoplasms/ 500740
68 exp risk analysis/ or "quality of life"/ or safety/ or exp symptoms/ or risk/ 1257736
69 (toxic* or poison* or neurotox* or embryotox* or cytotox* or hepatotox* or fetotox* or genotox* or maternotox* or immunotox* or dermatotox* or cardiotoxic* or nephrotoxic* or fatal* or lethal* or safety or mortal* or hazard* or adverse* or ototoxic* or mutagen* or carcinog* or malign* or teratogen* or (risk adj2 asses*) or (health adj2 (effect? or impact* or implicat* or human?)) or ames test* or microtox* test* or micronucleus test* or reactive oxygen species or reactive oxygen metabolite? or oxidative stress or endocrine disrupt* or ((gene* or genomic* or dna or chromosom*) adj3 (damag* or repair* or adduct? or aberrat* or break* or fragment*))).tw. 2861414
70 (risk or risks or ((side* or negative*) adj2 (react* or event* or effect*))).tw. 1679701
71 (anaphylax* or urticaria or dermatitis or hypersensitive* or skin absorption or sensitization or skin test* or patch test* or skin disease or allerg* or case report? or symptom?).tw. 993971
72 or/65-71 [Tox, Risk] 5345498
73 26 or 40 or 48 or 54 or 64 or 72 [Health Outcomes] 10125913
74 reviews/ or literature reviews/ or scoping reviews/ or systematic reviews/ 751851
75 ((systematic* adj3 (review* or overview*)) or (methodologic* adj3 (review* or overview*)) or ((quantitative adj3 (review* or overview* or synthes*)) or (research adj3 (integrati* or overview*))) or ((integrative adj3 (review* or overview*)) or (collaborative adj3 (review* or overview*)) or (pool* adj3 analy*)) or (data synthes* or data extraction* or data abstraction*) or (handsearch* or hand search*) or (mantel haenszel or peto or der simonian or dersimonian or fixed effect* or latin square*) or (met analy* or metanaly* or technology assessment* or HTA or HTAs or technology overview* or technology appraisal*) or (meta regression* or metaregression*)).ti,ab. or (meta-analy* or metaanaly* or systematic review* or biomedical technology assessment* or bio-medical technology assessment*).mp. or (medline or cochrane or pubmed or medlars or embase or cinahl).ti,ab. or (cochrane or (health adj2 technology assessment) or evidence report).ti,ab. or (comparative adj3 (efficacy or effectiveness)).ti,ab. or (outcomes research or relative effectiveness).ti,ab. or ((indirect or indirect treatment or mixed-treatment or bayesian) adj3 comparison*).ti,ab. or (meta-analysis or systematic review).tw. or (multi* adj3 treatment adj3 comparison*).ti,ab. or (mixed adj3 treatment adj3 (meta-analy* or metaanaly*)).ti,ab. or umbrella review*.ti,ab. or (multi* adj2 paramet* adj2 evidence adj2 synthesis).ti,ab. or (multiparamet* adj2 evidence adj2 synthesis).ti,ab. or (multi-paramet* adj2 evidence adj2 synthesis).ti,ab. 242711
76 review*.ti. 285668
77 or/74-76 [Review] 928549
78 4 and 8 and 11 and 73 and 77 243
79 limit 78 to yr="2013 -Current" 194
Figure A1: Study selection process for the evidence review
Figure A1. Text version below.
Figure A1 : Descriptive text

Figure A1 depicts the flow of information through the different phases of a systematic review and maps out the number of records identified, included and excluded, and the reasons for exclusions. For the evidence review: 379 records were identified through database searching, of which 187 records remained after the duplicates were removed. 187 records were then screened for title and abstract screening, at which point 145 records were excluded and the full-text of 42 review articles were assessed for eligibility. Of these full-text articles, 19 were excluded with reason. 3 articles were identified from external review. In total, 26 articles were included in the evidence synthesis.

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