Cited by 58Thermoregulation and physiological responsesOccupational Health and Safety in WorkplacesEffects of Environmental Stressors on Livestock

Heat index and adjusted temperature as surrogates for wet bulb globe temperature to screen for occupational heat stress

Bernard, Thomas E., Iheanacho, Ivory·2015·Journal of Occupational and Environmental Hygiene

Abstract

Ambient temperature and relative humidity are readily ava-ilable and thus tempting metrics for heat stress assessment. Two methods of using air temperature and relative humidity to create an index are Heat Index and Adjusted Temperature. The purposes of this article are: (1) to examine how well Heat Index and Adjusted Temperature estimated the wet bulb globe temperature (WBGT) index, and (2) to suggest how Heat Index and Adjusted Temperature can be used to screen for heat stress level. Psychrometric relationships were used to estimate values of actual WBGT for conditions of air temperature, relative humidity, and radiant heat at an air speed of 0.5 m/s. A relationship between Heat Index [°F] and WBGT [°C] was described by WBGT = -0.0034 HI(2) + 0.96 HI - 34. At lower Heat Index values, the equation estimated WBGTs that were ± 2 °C-WBGT around the actual value, and to about ± 0.5 °C-WBGT for Heat Index values > 100 °F. A relationship between Adjusted Temperature [°F] and WBGT [°C] was described by WBGT = 0.45 Tadj - 16. The actual WBGT was between 1 °C-WBGT below the estimated value and 1.4 °C-WBGT above. That is, there was a slight bias toward overestimating WBGT from Adjusted Temperature. Heat stress screening tables were constructed for metabolic rates of 180, 300, and 450 W. The screening decisions were divided into four categories: (1) < alert limit, (2) < exposure limit, (3) hourly time-weighted averages (TWAs) of work and recovery, and (4) a caution zone for an exposure > exposure limit at rest. The authors do not recommend using Heat Index or Adjusted Temperature instead of WBGT, but they may be used to screen for circumstances when a more detailed analysis using WBGT is appropriate. A particular weakness is accounting for radiant heat; and neither air speed nor clothing was considered.

Integrity signals

Registry

Crossref · 10.1080/15459624.2014.989365

Cites

3 of 3 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

We couldn’t retrieve this paper’s full text, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Bernard, T. E., & Iheanacho, I.
Affiliations
University of South Florida (US)
Corresponding author
Bernard, Thomas E.
Venue
Journal of Occupational and Environmental Hygiene
Published
2015-04-15
Volume
12
Issue
5
Pages
323-333
ISSN
  • 1545-9624 (ISSN-L)
  • 1545-9632
OpenAlex
W1993156348
Cited by
58
References
3
Citations by year
2026: 18 · 2025: 7 · 2024: 5 · 2023: 3 · 2022: 4 · 2021: 6 · 2020: 3 · 2019: 5 · 2018: 3 · 2017: 1 · 2016: 3
FWCI
1.72
Type
journal article
Language
en
Open access
closed
Locations
  • Journal of Occupational and Environmental Hygiene (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • U.S. Forest Service
  • National Institute for Occupational Safety and Health (CDC/NIOSH T42-OH008438, T42 OH 008438)
Topics
  • Health Sciences › Medicine › Physiology › Thermoregulation and physiological responses
  • Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Safety in Workplaces
  • Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Effects of Environmental Stressors on Livestock
Keywords
heat index, wet bulb globe temperature, occupational heat stress, relative humidity, air temperature, thermal radiation, metabolic rate, exposure limits, time-weighted average exposure
MeSH terms
Energy Metabolism, Environmental Monitoring, Hot Temperature, Humans, Humidity, Occupational Exposure, Heat Stress Disorders

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review