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Determination of Waste Management Workers’ Physical and Psychological Load: A Cross-Sectional Study Using Biometric Data
Waste management workers experience high stress and physical strain in their work environment, but very little empirical evidence supports effective health management practices for waste management workers. Hence, this study investigated the effects of worker characteristics and biometric indices on...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9739088/ https://www.ncbi.nlm.nih.gov/pubmed/36498046 http://dx.doi.org/10.3390/ijerph192315964 |
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author | Kageyama, Itsuki Hashiguchi, Nobuki Cao, Jianfei Niwa, Makoto Lim, Yeongjoo Tsutsumi, Masanori Yu, Jiakan Sengoku, Shintaro Okamoto, Soichiro Hashimoto, Seiji Kodama, Kota |
author_facet | Kageyama, Itsuki Hashiguchi, Nobuki Cao, Jianfei Niwa, Makoto Lim, Yeongjoo Tsutsumi, Masanori Yu, Jiakan Sengoku, Shintaro Okamoto, Soichiro Hashimoto, Seiji Kodama, Kota |
author_sort | Kageyama, Itsuki |
collection | PubMed |
description | Waste management workers experience high stress and physical strain in their work environment, but very little empirical evidence supports effective health management practices for waste management workers. Hence, this study investigated the effects of worker characteristics and biometric indices on workers’ physical and psychological loads during waste-handling operations. A biometric measurement system was installed in an industrial waste management facility in Japan to understand the actual working conditions of 29 workers in the facility. It comprised sensing wear for data collection and biometric sensors to measure heart rate (HR) and physical activity (PA) based on electrocardiogram signals. Multiple regression analysis was performed to evaluate significant relationships between the parameters. Although stress level is indicated by the ratio of low frequency (LF) to high frequency (HF) or high LF power in HR, the results showed that compared with workers who did not handle waste, those who did had lower PA and body surface temperature, higher stress, and lower HR variability parameters associated with higher psychological load. There were no significant differences in HR, heart rate interval (RRI), and workload. The psychological load of workers dealing directly with waste was high, regardless of their PA, whereas others had a low psychological load even with high PA. These findings suggest the need to promote sustainable work relationships and a quantitative understanding of harsh working conditions to improve work quality and reduce health hazards. |
format | Online Article Text |
id | pubmed-9739088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97390882022-12-11 Determination of Waste Management Workers’ Physical and Psychological Load: A Cross-Sectional Study Using Biometric Data Kageyama, Itsuki Hashiguchi, Nobuki Cao, Jianfei Niwa, Makoto Lim, Yeongjoo Tsutsumi, Masanori Yu, Jiakan Sengoku, Shintaro Okamoto, Soichiro Hashimoto, Seiji Kodama, Kota Int J Environ Res Public Health Article Waste management workers experience high stress and physical strain in their work environment, but very little empirical evidence supports effective health management practices for waste management workers. Hence, this study investigated the effects of worker characteristics and biometric indices on workers’ physical and psychological loads during waste-handling operations. A biometric measurement system was installed in an industrial waste management facility in Japan to understand the actual working conditions of 29 workers in the facility. It comprised sensing wear for data collection and biometric sensors to measure heart rate (HR) and physical activity (PA) based on electrocardiogram signals. Multiple regression analysis was performed to evaluate significant relationships between the parameters. Although stress level is indicated by the ratio of low frequency (LF) to high frequency (HF) or high LF power in HR, the results showed that compared with workers who did not handle waste, those who did had lower PA and body surface temperature, higher stress, and lower HR variability parameters associated with higher psychological load. There were no significant differences in HR, heart rate interval (RRI), and workload. The psychological load of workers dealing directly with waste was high, regardless of their PA, whereas others had a low psychological load even with high PA. These findings suggest the need to promote sustainable work relationships and a quantitative understanding of harsh working conditions to improve work quality and reduce health hazards. MDPI 2022-11-30 /pmc/articles/PMC9739088/ /pubmed/36498046 http://dx.doi.org/10.3390/ijerph192315964 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kageyama, Itsuki Hashiguchi, Nobuki Cao, Jianfei Niwa, Makoto Lim, Yeongjoo Tsutsumi, Masanori Yu, Jiakan Sengoku, Shintaro Okamoto, Soichiro Hashimoto, Seiji Kodama, Kota Determination of Waste Management Workers’ Physical and Psychological Load: A Cross-Sectional Study Using Biometric Data |
title | Determination of Waste Management Workers’ Physical and Psychological Load: A Cross-Sectional Study Using Biometric Data |
title_full | Determination of Waste Management Workers’ Physical and Psychological Load: A Cross-Sectional Study Using Biometric Data |
title_fullStr | Determination of Waste Management Workers’ Physical and Psychological Load: A Cross-Sectional Study Using Biometric Data |
title_full_unstemmed | Determination of Waste Management Workers’ Physical and Psychological Load: A Cross-Sectional Study Using Biometric Data |
title_short | Determination of Waste Management Workers’ Physical and Psychological Load: A Cross-Sectional Study Using Biometric Data |
title_sort | determination of waste management workers’ physical and psychological load: a cross-sectional study using biometric data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9739088/ https://www.ncbi.nlm.nih.gov/pubmed/36498046 http://dx.doi.org/10.3390/ijerph192315964 |
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