Evidence map›Paper›PMID 36141863›Full record

ArticleInternational journal of environmental research and public health2022

Potential Impacts of Different Occupational Outdoor Heat Exposure Thresholds among Washington State Crop and Construction Workers and Implications for Other Jurisdictions.

John C Flunker, Christopher Zuidema, Jihoon Jung, Edward Kasner, Martin Cohen, Edmund Seto, Elena Austin, June T Spector

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 2 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

7 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Article
  6. Article
  7. 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

8 authors.

John C FlunkerDepartment of Environmental and Occupational Health Sciences, Hans Rosling Center for Population Health, University of Washington, Seattle, WA 98195, USA.
Christopher ZuidemaDepartment of Environmental and Occupational Health Sciences, Hans Rosling Center for Population Health, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0002-2233-2706
Jihoon JungDepartment of Environmental and Occupational Health Sciences, Hans Rosling Center for Population Health, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0002-3757-4783
Edward KasnerDepartment of Environmental and Occupational Health Sciences, Hans Rosling Center for Population Health, University of Washington, Seattle, WA 98195, USA.
Martin CohenDepartment of Environmental and Occupational Health Sciences, Hans Rosling Center for Population Health, University of Washington, Seattle, WA 98195, USA.
Edmund SetoDepartment of Environmental and Occupational Health Sciences, Hans Rosling Center for Population Health, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0003-4058-0313
Elena AustinDepartment of Environmental and Occupational Health Sciences, Hans Rosling Center for Population Health, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0002-4724-1042
June T SpectorDepartment of Environmental and Occupational Health Sciences, Hans Rosling Center for Population Health, University of Washington, Seattle, WA 98195, USA.

Funding

XENOBIOTIC BIOTRANSFORMATION AND DISPOSITIONP30ES007033 · NIEHS · UNIVERSITY OF WASHINGTON · PI ALI SHOJAIE · 1995 to 2026
$42.5M
University of Washington Education and Research CenterT42OH008433 · OH · UNIVERSITY OF WASHINGTON · PI SIMPSON, CHRISTOPHER D · 2005 to 2024
$29.4M
Biostatistics, Epidemiologic & Bioinformatic Training in Environmental HealthT32ES015459 · NIEHS · UNIVERSITY OF WASHINGTON · PI June T. Spector · 2009 to 2026
$10.6M
NIEHS NIH HHS P30 ES007033NIEHS NIH HHS T32 ES015459NIEHS NIH HHS T32ES015459NIOSH CDC HHS T42 OH008433
6 · The paper itself

Abstract

Occupational heat exposure is associated with substantial morbidity and mortality among outdoor workers. We sought to descriptively evaluate spatiotemporal variability in heat threshold exceedances and describe potential impacts of these exposures for crop and construction workers. We also present general considerations for approaching heat policy-relevant analyses. We analyzed county-level 2011-2020 monthly employment (Bureau of Labor Statistics Quarterly Census of Employment and Wages) and environmental exposure (Parameter-elevation Relationships on Independent Slopes Model (PRISM)) data for Washington State (WA), USA, crop (North American Industry Classification System (NAICS) 111 and 1151) and construction (NAICS 23) sectors. Days exceeding maximum daily temperature thresholds, averaged per county, were linked with employment estimates to generate employment days of exceedances. We found spatiotemporal variability in WA temperature threshold exceedances and crop and construction employment. Maximum temperature exceedances peaked in July and August and were most numerous in Central WA counties. Counties with high employment and/or high numbers of threshold exceedance days, led by Yakima and King Counties, experienced the greatest total employment days of exceedances. Crop employment contributed to the largest proportion of total state-wide employment days of exceedances with Central WA counties experiencing the greatest potential workforce burden of exposure. Considerations from this analysis can help inform decision-making regarding thresholds, timing of provisions for heat rules, and tailoring of best practices in different industries and areas.

Indexed as

Construction IndustryOccupational ExposureEmploymentHot TemperatureHumansWashingtoncrop and construction employmentheat rulemaximum temperature exceedancesoccupational heat exposureoutdoor workerspolicyWashington State

Identifiers

PMID36141863
PMCPMC9517246

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.