Evidence map›Paper›PMID 34919119›Full record

ArticleAnnals of work exposures and health2022

The Wildland Firefighter Exposure and Health Effect (WFFEHE) Study: Rationale, Design, and Methods of a Repeated-Measures Study.

Kathleen M Navarro, Corey R Butler, Kenneth Fent, Christine Toennis, Deborah Sammons, Alejandra Ramirez-Cardenas, Kathleen A Clark, David C Byrne, Pamela S Graydon, Christa R Hale and 6 more

Abstract read
In one paragraph

Article in Annals of work exposures and health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Repeated exposure to eucalyptus wood smoke alters pulmonary gene and metabolic profiles in male Long-Evans rats.Toxicological sciences : an official journal of the Society of Toxicology · 2024
    Article
  9. Review
  10. Article
  11. Article
  12. Monitoring Occupational Noise Exposure in Firefighters Using the Apple Watch.International journal of environmental research and public health · 2023
    Article
  13. Article
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

16 authors.

Kathleen M NavarroCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Western States Division, Denver, CO, USA.ORCID 0000-0002-2866-2087
Corey R ButlerCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Western States Division, Denver, CO, USA.
Kenneth FentCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA.
Christine ToennisCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Cincinnati, OH, USA.
Deborah SammonsCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Cincinnati, OH, USA.
Alejandra Ramirez-CardenasCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Western States Division, Denver, CO, USA.
Kathleen A ClarkCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Respiratory Health Division, Morgantown, VA,USA.
David C ByrneCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA.
Pamela S GraydonCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA.
Christa R HaleCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Western States Division, Denver, CO, USA.
Andrea F WilkinsonCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA.
Denise L SmithFirst Responder Health and Safety Laboratory, Skidmore College, Saratoga Springs, NY, USA.
Marissa C Alexander-ScottCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Cincinnati, OH, USA.
Lynne E PinkertonCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA.
Judith EisenbergCenters for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA.
Joseph W DomitrovichUnited States Forest Service, National Technology and Development Program, Missoula, MT, USA.

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

The wildland firefighter exposure and health effect (WFFEHE) study was a 2-year repeated-measures study to investigate occupational exposures and acute and subacute health effects among wildland firefighters. This manuscript describes the study rationale, design, methods, limitations, challenges, and lessons learned. The WFFEHE cohort included fire personnel ages 18-57 from six federal wildland firefighting crews in Colorado and Idaho during the 2018 and 2019 fire seasons. All wildland firefighters employed by the recruited crews were invited to participate in the study at preseason and postseason study intervals. In 2019, one of the crews also participated in a 3-day midseason study interval where workplace exposures and pre/postshift measurements were collected while at a wildland fire incident. Study components assessed cardiovascular health, pulmonary function and inflammation, kidney function, workplace exposures, and noise-induced hearing loss. Measurements included self-reported risk factors and symptoms collected through questionnaires; serum and urine biomarkers of exposure, effect, and inflammation; pulmonary function; platelet function and arterial stiffness; and audiometric testing. Throughout the study, 154 wildland firefighters participated in at least one study interval, while 144 participated in two or more study interval. This study was completed by the Centers for Disease Control and Prevention's National Institute for Occupational Safety and Health through a collaborative effort with the U.S. Department of Agriculture Forest Service, Department of the Interior National Park Service, and Skidmore College. Conducting research in the wildfire environment came with many challenges including collecting study data with study participants with changing work schedules and conducting study protocols safely and operating laboratory equipment in remote field locations. Forthcoming WFFEHE study results will contribute to the scientific evidence regarding occupational risk factors and exposures that can impact wildland firefighter health over a season and across two wildland fire seasons. This research is anticipated to lead to the development of preventive measures and policies aimed at reducing risk for wildland firefighters and aid in identifying future research needs for the wildland fire community.

Indexed as

FirefightersFiresHearing Loss, Noise-InducedOccupational ExposureAdolescentAdultHumansInflammationMiddle AgedUnited StatesYoung Adultcardiovascularhearingkidneypulmonarywildfire

Identifiers

PMID34919119
PMCPMC9203592

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.