Fired up for work: Examining the relationship between environmentally-vulnerable work and population health outcomes in the context of wildfire smoke exposures

Abstract Despite significant attention towards spatial health disparities and the mechanisms underlying them, less is known about how wildfire smoke may be associated with these disparities and how it may interact with other place-based characteristics, such as occupational compositions. Counties with higher rates of precarious and outdoor jobs may be uniquely vulnerable to wildfire smoke. In this study, we investigate the association between wildfire smoke exposure, the level of employment in environmentally-vulnerable jobs, and cause-specific mortality by combining multiple sources of publicly available demographic, environmental, and contextual data. We find high shares of employment and moderate levels of wildfire smoke to be associated with increased rates of chronic respiratory disease related mortality. However, contrary to our hypothesis, we do not find the effects of wildfire smoke exposure to be higher in counties with larger shares of environmentally-vulnerable jobs.

Authors

Publication Details

Journal
Population and Environment
Published
2026-09-22
DOI
https://doi.org/10.1007/s11111-026-00539-5
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Fired up for work: Examining the relationship between environmentally-vulnerable work and population health outcomes in the context of wildfire smoke exposures

Sara R. Ronnkvist, Grace Venechuk
Population and Environment
Air Quality and Health Impacts
article

Fired up for work: Examining the relationship between environmentally-vulnerable work and population health outcomes in the context of wildfire smoke exposures

Sara R. Ronnkvist, Grace Venechuk
article en

Abstract

Abstract Despite significant attention towards spatial health disparities and the mechanisms underlying them, less is known about how wildfire smoke may be associated with these disparities and how it may interact with other place-based characteristics, such as occupational compositions. Counties with higher rates of precarious and outdoor jobs may be uniquely vulnerable to wildfire smoke. In this study, we investigate the association between wildfire smoke exposure, the level of employment in environmentally-vulnerable jobs, and cause-specific mortality by combining multiple sources of publicly available demographic, environmental, and contextual data. We find high shares of employment and moderate levels of wildfire smoke to be associated with increased rates of chronic respiratory disease related mortality. However, contrary to our hypothesis, we do not find the effects of wildfire smoke exposure to be higher in counties with larger shares of environmentally-vulnerable jobs.

Population and EnvironmentVol. 48(4)
No poverty
Openalex Percentile: Top 12%
Air Quality and Health Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Fired up for work: Examining the relationship between environmentally-vulnerable work and population health outcomes in the context of wildfire smoke exposures — Sara R. Ronnkvist, Grace Venechuk · Population and Environment (2026) | TGRS Research Map | TGRS