Which Environmental Indicator Is Better Able to Predict the Effects of Heat Stress on Construction Workers?
Open accessAbstract
Extremely hot and humid environments are common in numerous occupational settings. Construction work is tough and physically demanding, and the difficulty is exacerbated by the hot and humid weather of tropical and subtropical regions. Having established heat stress models through different environmental indicators, this study aims to ascertain which environmental indicator would be better able to predict the effects of heat stress on construction workers. Field studies were conducted during the summer in Hong Kong from July 2011 to August 2011. Physiological, work-related, environmental, and personal parameters were measured to validate the established heat stress models on the basis of 411 sets of synchronized meteorological and physiological data collected from construction workers on two different construction sites. The mean absolute percentage error (MAPE) and Theil’s U inequality coefficient were used to assess these models in terms of predictive accuracy. The wet bulb globe temperature (WBGT) was found to have the highest validity (MAPE=6.5%; Theil’s U inequality coefficient=0.05) and practicality in predicting the effects of heat stress on construction workers. Specific heat stress guidelines can be formulated based on the WBGT, which can protect the health and safety of site personnel working in hot and humid weather conditions.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
WBGT has the highest validity in forecasting the impacts of occupational heat exposure in the construction industry.
“Furthermore, Yi and Chan revealed that WBGT has the highest validity in forecasting the impacts of occupational heat exposure in the construction industry [27].”
From Effects of Heat Stress on Construction Labor Productivity in Hong Kong: A Case Study of Rebar Workers (2017) · cites this paper as [27]
Cites
Developing a heat stress model for construction workers
Chan, A. P. C., Yam, M. C. H., Chung, J. W. Y., & Yi, W. (2012) · Journal of Facilities Management · doi:10.1108/14725961211200405 · Cited by 89 · see citing works
Self-citationGUN, R. T., & BUDD, G. M. (1995) · Ergonomics · doi:10.1080/00140139508925195 · Cited by 70 · see citing works
Estimation of heat stress in Tanzania by using ISO heat stress indices
Kähkönen, E., Swai, D., Dyauli, E., & Monyo, R. (1992) · Applied Ergonomics · doi:10.1016/0003-6870(92)90080-f · Cited by 11 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Yi, W., & Chan, A. (2017) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph14091055 · Cited by 147 · see citing works
“Although WBGT was recognized as the most widely used index to manage heat stress, and was revealed to have the highest validity in predicting the effects of heat stress on construction workers [27], there is no reference to national standards (e.”
BackgroundMethodInfluentialSelf-citationPractical on-site measurement of heat strain with the use of a perceptual strain index
Chan, A. P. C., & Yang, Y. (2016) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-015-1073-7 · Cited by 27 · see citing works
Self-citation
- Authors
- Yi, W., & Chan, A. P. C.
- Affiliations
- Hong Kong Polytechnic University (HK)
- Corresponding author
- Yi, Wen
- Venue
- Journal of Management in Engineering
- Published
- 2015-07
- Volume
- 31
- Issue
- 4
- ISSN
- 0742-597X (ISSN-L)
- 1943-5479
- OpenAlex
- W2092069366
- Cited by
- 35
- References
- 3
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 8 · 2023: 3 · 2022: 3 · 2021: 1 · 2020: 3 · 2019: 1 · 2018: 1 · 2017: 5 · 2016: 3 · 2015: 2
- FWCI
- 2.22
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Management in Engineering (publishedVersion)
- PolyU Institutional Research Archive (Hong Kong Polytechnic University) (submittedVersion)
- Funders
- Hong Kong Polytechnic University
- Hong Kong Institute of Education
- Topics
- Health Sciences › Medicine › Physiology › Thermoregulation and physiological responses
- Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Safety in Workplaces
- Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Safety Management
- Keywords
- heat stress, construction workers, environmental indicators, wet bulb globe temperature, hot and humid environment, occupational heat exposure, physiological monitoring, occupational health and safety
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