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Updated: Sep 17, 2025

An Application for Pairing with Wearable Devices to Monitor Personal Health Status
Published on: February 3, 2022
Assessing efficacy of proposed safety headwear with an Android app interface in an environmental heat-stress
Milap Sharma1, Md Sarfaraz Alam2, Yashpal3
1Department of Robotics and Automation, State Institute of Engineering and Technology, India.
Objectives:
The present study aimed to analyze the prospective impact of wearable sensor-based safety headgear with an Android app interface in environmental heat-stress surveillance.
Methods:
The suggested prototype was examined under distinctive locations with individuals carrying out certain work activities.
Results:
Monitored thermal indices recorded higher heat exposures under the outdoor condition (with discomfort index [DI] > 32.1 °C) compared to indoors (DI 29 to <32 °C). A rise in users' physiological attributes was linked with the outdoor condition (engaged in heavy workload activity; with average skin temperature = 37.47 °C and eardrum temperature [a core body temperature indicator] = 38.14 °C), followed by the indoor moderate and light work tasks. The assessed heat-stress variables under the targeted environments showed significant variations (one-way analysis of variance, p < 0.01), suggesting that the proposed safety headgear was sensitive to the thermal work settings and the physical job task carried out.
Conclusions:
The developed Android app could enable users to assess heat-stress parameters monitored by the proposed safety helmet and keep them aware of thermal work ambience at a personal level. Implementing these kinds of interventions might be helpful in workplace heat-stress surveillance in a cost-effective manner, particularly in low and medium-income countries.
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