Cited by 23Thermoregulation and physiological responsesOccupational Health and Safety in WorkplacesEffects of Environmental Stressors on Livestock

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Ability to discriminate between sustainable and unsustainable heat stress exposures-part 1: WBGT exposure limits

Garzón-Villalba, Ximena P., Wu, Yougui, Ashley, Candi D., Bernard, Thomas E.·2017·Annals of Work Exposures and Health

Abstract

OBJECTIVES: Heat stress exposure limits based on wet-bulb globe temperature (WBGT) were designed to limit exposures to those that could be sustained for an 8-h day using limited data from Lind in the 1960s. In general, Sustainable exposures are heat stress levels at which thermal equilibrium can be achieved, and Unsustainable exposures occur when there is a steady increase in core temperature. This paper addresses the ability of the ACGIH® Threshold Limit Value (TLV®) to differentiate between Sustainable and Unsustainable heat exposures, to propose alternative occupational exposure limits, and ask whether an adjustment for body surface area improves the exposure decision. METHODS: Two progressive heat stress studies provided data on 176 trials with 352 pairs of Sustainable and Unsustainable exposures over a range of relative humidities and metabolic rates using 29 participants wearing woven cotton clothing. To assess the discrimination ability of the TLV, the exposure metric was the difference between the observed WBGT and the TLV adjusted for metabolic rate. Conditional logistic regression models and receiver operating characteristic curves (ROC) along with ROC's area under the curve (AUC) were used. Four alternative models for an occupational exposure limit were also developed and compared to the TLV. RESULTS: For the TLV, the odds ratio (OR) for Unsustainable was 2.5 per 1°C-WBGT [confidence interval (CI) 2.12-2.88]. The AUC for the TLV was 0.85 (CI 0.81-0.89). For the alternative models, the ORs were also about 2.5/°C-WBGT, with AUCs between 0.84 and 0.88, which were significantly different from the TLV's AUC but have little practical difference. CONCLUSIONS: This study (1) confirmed that the TLV is appropriate for heat stress screening; (2) demonstrated the TLV's discrimination accuracy with an ROC AUC of 0.85; and (3) established the OR of 2.5/°C-WBGT for unsustainable exposures. The TLV has high sensitivity, but its specificity is very low, which is protective. There were no important improvements with alternative exposure limits, and there was weak evidence to support metabolic rate normalized to body surface area. In sum, the TLV is protective with an appropriate margin of safety for relatively constant occupational exposures to heat stress.

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  • The WBGT-based TLV has high sensitivity for detecting unsustainable exposure (an inability to maintain thermal equilibrium) but relatively low specificity.

    “The WBGT-based TLV has high sensitivity for detecting unsustainable exposure (an inability to maintain thermal equilibrium) but relatively low specificity (Garzón-Villalba et al., 2017).”

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Metadata

Authors
Garzón-Villalba, X. P., Wu, Y., Ashley, C. D., & Bernard, T. E.
Affiliations
University of South Florida (US)
Corresponding author
Bernard, Thomas E.
Venue
Annals of Work Exposures and Health
Published
2017-06-08
Volume
61
Issue
6
Pages
611-620
ISSN
  • 2398-7308 (ISSN-L)
  • 2398-7316
OpenAlex
W2623425093
Cited by
23
References
0
Citations by year
2026: 1 · 2025: 2 · 2024: 3 · 2023: 2 · 2022: 3 · 2021: 2 · 2020: 2 · 2019: 4 · 2018: 2 · 2017: 2
FWCI
2.03
Type
journal article
Language
en
Open access
closed
Locations
  • Annals of Work Exposures and Health (publishedVersion)
  • PubMed (publishedVersion)
Funders
National Institute for Occupational Safety and Health (R01 OH003983)
Topics
  • Health Sciences › Medicine › Physiology (medical) › Thermoregulation and physiological responses
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Occupational Health and Safety in Workplaces
  • Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Effects of Environmental Stressors on Livestock
Keywords
heat stress, wet bulb globe temperature, occupational exposure limits, threshold limit values, core body temperature, metabolic rate, body surface area, relative humidity, occupational heat exposure
MeSH terms
Adult, Basal Metabolism, Body Temperature, Environmental Monitoring, Female, Hot Temperature, Humans, Male, ROC Curve, Sensitivity and Specificity, Logistic Models, Occupational Exposure, Heat Stress Disorders, Threshold Limit Values

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