ArticleInternational journal of biometeorology2018
Estimated work ability in warm outdoor environments depends on the chosen heat stress assessment metric.
Article in International journal of biometeorology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed.
- Article
- Nationwide heat-related workability loss and adaptation measures: development of a geospatial tool to support work management in heat conditions.Industrial health · 2026Article
- The impacts of climate change on occupational health and work among outdoor workers: A scoping review.PLOS global public health · 2026Article
- Climate Change and Cardiovascular Health: Environmental Stressors, Mechanistic Insights, and Clinical Perspectives.Reviews in cardiovascular medicine · 2025Review
- A New, Zero-Iteration Analytic Implementation of Wet-Bulb Globe Temperature: Development, Validation, and Comparison With Other Methods.GeoHealth · 2024Article
- Article
- Evaluation of fatigue in young female adults due to repeated exposure to heat in summer and cold in winter.European journal of applied physiology · 2023Article
- Article
- Co-occurrence of urban heat and the COVID-19: Impacts, drivers, methods, and implications for the post-pandemic era.Sustainable cities and society · 2023Review
- Article
- Quantifying the impact of heat on human physical work capacity; part IV: interactions between work duration and heat stress severity.International journal of biometeorology · 2022Article
- The inequality labor loss risk from future urban warming and adaptation strategies.Nature communications · 2022Article
- The use of sun-shade on safe heat exposure limit on a sunny summer day: a modelling study in Japan.International journal of biometeorology · 2022Article
- Occupational heat strain in outdoor workers: A comprehensive review and meta-analysis.Temperature (Austin, Tex.) · 2022Review
- Current and projected regional economic impacts of heatwaves in Europe.Nature communications · 2021Article
- Selecting Thresholds of Heat-Warning Systems with Substantial Enhancement of Essential Population Health Outcomes for Facilitating Implementation.International journal of environmental research and public health · 2021Article
- Bioclimatic conditions of the Lower Silesia region (South-West Poland) from 1966 to 2017.International journal of biometeorology · 2021Article
- An advanced empirical model for quantifying the impact of heat and climate change on human physical work capacity.International journal of biometeorology · 2021Article
- Insulation and Evaporative Resistance of Clothing for Sugarcane Harvesters and Chemical Sprayers, and Their Application in PHS Model-Based Exposure Predictions.International journal of environmental research and public health · 2020Article
- Individual Responses to Heat Stress: Implications for Hyperthermia and Physical Work Capacity.Frontiers in physiology · 2020Review
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Abstract
With a view to occupational effects of climate change, we performed a simulation study on the influence of different heat stress assessment metrics on estimated workability (WA) of labour in warm outdoor environments. Whole-day shifts with varying workloads were simulated using as input meteorological records for the hottest month from four cities with prevailing hot (Dallas, New Delhi) or warm-humid conditions (Managua, Osaka), respectively. In addition, we considered the effects of adaptive strategies like shielding against solar radiation and different work-rest schedules assuming an acclimated person wearing light work clothes (0.6 clo). We assessed WA according to Wet Bulb Globe Temperature (WBGT) by means of an empirical relation of worker performance from field studies (Hothaps), and as allowed work hours using safety threshold limits proposed by the corresponding standards. Using the physiological models Predicted Heat Strain (PHS) and Universal Thermal Climate Index (UTCI)-Fiala, we calculated WA as the percentage of working hours with body core temperature and cumulated sweat loss below standard limits (38 °C and 7.5% of body weight, respectively) recommended by ISO 7933 and below conservative (38 °C; 3%) and liberal (38.2 °C; 7.5%) limits in comparison. ANOVA results showed that the different metrics, workload, time of day and climate type determined the largest part of WA variance. WBGT-based metrics were highly correlated and indicated slightly more constrained WA for moderate workload, but were less restrictive with high workload and for afternoon work hours compared to PHS and UTCI-Fiala. Though PHS showed unrealistic dynamic responses to rest from work compared to UTCI-Fiala, differences in WA assessed by the physiological models largely depended on the applied limit criteria. In conclusion, our study showed that the choice of the heat stress assessment metric impacts notably on the estimated WA. Whereas PHS and UTCI-Fiala can account for cumulative physiological strain imposed by extended work hours when working heavily under high heat stress, the current WBGT standards do not include this. Advanced thermophysiological models might help developing alternatives, where not only modelling details but also the choice of physiological limit criteria will require attention. There is also an urgent need for suitable empirical data relating workplace heat exposure to workability.
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