Association between physiological and perceptual heat strain while wearing stab-resistant body armor

Development and validation of modified predicted heat strain model for various metabolic rates in hot-humid underground environments

As the hot and humid environments in deep underground spaces deteriorate with increasing mining depth, there is an increased demand to accurately assess worker heat stress levels in underground environments characterized by high relative humidity and air velocity. A modified predicted heat strain (mPHS) model was proposed through the correction factors of air velocity and relative humidity for the clothing thermal insulation and vapor resistance. The predictive performances of the mPHS model for mean skin temperature, sweat loss, and core temperature were validated in low, moderate, and high metabolic rates. The model's guidances for deep underground environments were discussed, and the maximum allowable exposure times (MAET) for 168 conditions were provided. The results demonstrated that the mPHS model exhibited superior predictive performance within 60-320 W/m2 when compared with the original model, especially for mean skin temperature and core temperature, with a maximum reduction in the predictive difference of 1.60 °C and 0.61 °C. The acceptability of the predicted mean skin temperature elevated from 33.65% to 91.35% and 41.7% to 100% in the conditions of 60-120 W/m2 and 140-200 W/m2, respectively. In the hot environments, the influence of air velocity (0.3-0.8 m/s) on MAET was more pronounced than that of relative humidity (50%-80%). An increase in air velocity of 0.1 m/s, coupled with a 5% decrease in relative humidity, leads to an approximate extension of the MAET by 18 min. The results could contribute a theoretical insight for predicting thermal physiology in hot-humid underground environments.

Agreement between measured and self-reported physiological strain in young adults and older adults with and without common chronic diseases during simulated occupational heat stress

While monitoring physiological strain is recommended to safeguard workers during heat exposure, it is logistically challenging. The perceptual strain index (PeSI) is a subjective estimate thought to reflect the physiological strain index (PSI) that requires no direct monitoring. However, advanced age and chronic diseases (hypertension/type 2 diabetes [T2D]) influence the perception of heat stress, potentially limiting the utility of the PeSI. We therefore assessed whether the relation and agreement between the PeSI and PSI during simulated work in various environmental conditions is modified by age and T2D/hypertension. Thirteen young adults and 37 older adults without (n = 14) and with T2D (n = 10) or hypertension (n = 13) walked on a treadmill (∼200 W/m2) for 180 min or until termination (volitional fatigue, rectal temperature ≥39.5 °C) in 16, 24, 28, and 32 °C wet-bulb globe temperatures. Rectal temperature and heart rate were recorded to calculate PSI (0-10 scale). Rating of perceived exertion and thermal sensation were recorded to calculate PeSI (0-10 scale). The relation between hourly PSI and PeSI was assessed via linear mixed models. Mean bias (95% limits of agreement [LoA]) between PSI and PeSI was assessed via Bland-Altman analysis. PSI increased with PeSI (p < 0.001), but the slope of this relation was not different between young and older adults (p = 0.189) or as a function of chronic disease (within older adults; p = 0.183). The mean bias between PSI and PeSI was small (0.02), but the 95% LoA was wide (-3.3-3.4). Together, a linear relation between PeSI and PSI was observed but agreement between these measures varied considerably across individuals and thus PeSI should not be used as a surrogate marker of PSI. Caution should be taken when utilizing the PeSI to estimate physiological strain on workers.

Agreement between measured and self-reported physiological strain in males and females during simulated occupational heat stress

RATIONALE

Monitoring physiological strain is recommended to safeguard workers during heat exposure, but is logistically challenging. The perceptual strain index (PeSI) is a subjective estimate thought to reflect the physiological strain index (PSI) that requires no physiological monitoring. However, sex is known to influence perceptions of heat stress, potentially limiting the utility of the PeSI.

OBJECTIVES

The objective of this study was to assess whether sex modifies the relationship between PeSI and PSI.

METHODS

Thirty-four adults (15 females) walked on a treadmill (moderate intensity; ~200 W/m2) for 180 min or until termination (volitional fatigue, rectal temperature ≥39.5°C) in 16°C, 24°C, 28°C, and 32°C wet-bulb globe temperatures. Rectal temperature and heart rate were recorded to calculate PSI (0-10 scale). Rating of perceived exertion and thermal sensation were recorded to calculate PeSI (0-10 scale). Relationships between PSI and PeSI were evaluated via linear mixed models. Mean bias (95% limits of agreement [LoA]) between PSI and PeSI was assessed via Bland-Altman analysis. Mean absolute error between measures was calculated by summing absolute errors between the PeSI and the PSI and dividing by the sample size.

FINDINGS

PSI increased with PeSI (p < 0.01) but the slope of this relation was not different between males and females (p = 0.83). Mean bias between PSI and PeSI was small (-0.4 points), but the 95% LoA (-3.5 to 2.7 points) and mean absolute error were wide (1.3 points).

IMPACT

Our findings indicate that sex does not appreciably impact the agreement between the PeSI and PSI during simulated occupational heat stress. The PeSI is not a suitable surrogate for the PSI in either male or female workers.