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The role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers
BACKGROUND: Noise energy has been well-established to increase the risk of occupational noise-induced hearing loss (NIHL). However, the role of noise temporal structure (expressed by kurtosis) or its combination with energy metrics (e.g., kurtosis-adjusted cumulative noise exposure, adj-CNE) in occu...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10344449/ https://www.ncbi.nlm.nih.gov/pubmed/37457253 http://dx.doi.org/10.3389/fpubh.2023.1159348 |
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author | Liu, Shuangyan Zou, Hua Lei, Song Xin, Jiarui Qian, Peiyi Liu, Yun Chen, Yingqi Yu, Kuai Zhang, Meibian |
author_facet | Liu, Shuangyan Zou, Hua Lei, Song Xin, Jiarui Qian, Peiyi Liu, Yun Chen, Yingqi Yu, Kuai Zhang, Meibian |
author_sort | Liu, Shuangyan |
collection | PubMed |
description | BACKGROUND: Noise energy has been well-established to increase the risk of occupational noise-induced hearing loss (NIHL). However, the role of noise temporal structure (expressed by kurtosis) or its combination with energy metrics (e.g., kurtosis-adjusted cumulative noise exposure, adj-CNE) in occupational NIHL was still unclear. METHODS: A cross-sectional survey of 867 Chinese workers, including 678 metal manufacturing workers and 189 workers exposed to Gaussian noise, was conducted. Noise energy metrics, including L(Aeq,8h) and CNE, kurtosis (β), and adj-CNE were used to quantify noise exposure levels. Noise-induced permanent threshold shift at frequencies 3, 4, and 6 kHz (NIPTS(346)) and the prevalence of high-frequency NIHL (HFNIHL%) were calculated for each participant. The dose–response relationship between kurtosis or adj-CNE and occupational NIHL was observed. RESULTS: Among 867 workers, different types of work had specific and independent noise energy and kurtosis values (p > 0.05). HFNIHL% increased with an increase in exposure duration (ED), L(Aeq,8h), CNE, or kurtosis (p < 0.01), and there were strong linear relationships between HFNIHL% and ED (coefficient of determination [R(2)] = 0.963), CNE (R(2) = 0.976), or kurtosis (R(2) = 0.938, when CNE < 100 dB(A)∙year). The “V” shape notching extent in NIPTS became deeper with increasing kurtosis when CNE < 100 dB(A)∙year and reached the notching bottom at the frequency of 4 or 6 kHz. The workers exposed to complex noise (β ≥ 10) had a higher risk of NIHL than those exposed to Gaussian noise (β < 10) at the frequencies of 3, 4, 6, and 8 kHz (OR > 2, p < 0.01). Moreover, HFNIHL% increased with adj-CNE (p < 0.001). There were strong linear relationships between NIHL and adj-CNE or CNE when β ≥ 10 (R(2)(adj-CNE) > R(2)(CNE)). After CNE was adjusted by kurtosis, average differences in NIPTS(346) or HFNIHL% between the complex and Gaussian noise group were significantly reduced (p < 0.05). CONCLUSION: Kurtosis was a key factor influencing occupational NIHL among metal manufacturing workers, and its combination with energy metrics could assess the risk of NIHL more effectively than CNE alone. |
format | Online Article Text |
id | pubmed-10344449 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103444492023-07-14 The role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers Liu, Shuangyan Zou, Hua Lei, Song Xin, Jiarui Qian, Peiyi Liu, Yun Chen, Yingqi Yu, Kuai Zhang, Meibian Front Public Health Public Health BACKGROUND: Noise energy has been well-established to increase the risk of occupational noise-induced hearing loss (NIHL). However, the role of noise temporal structure (expressed by kurtosis) or its combination with energy metrics (e.g., kurtosis-adjusted cumulative noise exposure, adj-CNE) in occupational NIHL was still unclear. METHODS: A cross-sectional survey of 867 Chinese workers, including 678 metal manufacturing workers and 189 workers exposed to Gaussian noise, was conducted. Noise energy metrics, including L(Aeq,8h) and CNE, kurtosis (β), and adj-CNE were used to quantify noise exposure levels. Noise-induced permanent threshold shift at frequencies 3, 4, and 6 kHz (NIPTS(346)) and the prevalence of high-frequency NIHL (HFNIHL%) were calculated for each participant. The dose–response relationship between kurtosis or adj-CNE and occupational NIHL was observed. RESULTS: Among 867 workers, different types of work had specific and independent noise energy and kurtosis values (p > 0.05). HFNIHL% increased with an increase in exposure duration (ED), L(Aeq,8h), CNE, or kurtosis (p < 0.01), and there were strong linear relationships between HFNIHL% and ED (coefficient of determination [R(2)] = 0.963), CNE (R(2) = 0.976), or kurtosis (R(2) = 0.938, when CNE < 100 dB(A)∙year). The “V” shape notching extent in NIPTS became deeper with increasing kurtosis when CNE < 100 dB(A)∙year and reached the notching bottom at the frequency of 4 or 6 kHz. The workers exposed to complex noise (β ≥ 10) had a higher risk of NIHL than those exposed to Gaussian noise (β < 10) at the frequencies of 3, 4, 6, and 8 kHz (OR > 2, p < 0.01). Moreover, HFNIHL% increased with adj-CNE (p < 0.001). There were strong linear relationships between NIHL and adj-CNE or CNE when β ≥ 10 (R(2)(adj-CNE) > R(2)(CNE)). After CNE was adjusted by kurtosis, average differences in NIPTS(346) or HFNIHL% between the complex and Gaussian noise group were significantly reduced (p < 0.05). CONCLUSION: Kurtosis was a key factor influencing occupational NIHL among metal manufacturing workers, and its combination with energy metrics could assess the risk of NIHL more effectively than CNE alone. Frontiers Media S.A. 2023-06-29 /pmc/articles/PMC10344449/ /pubmed/37457253 http://dx.doi.org/10.3389/fpubh.2023.1159348 Text en Copyright © 2023 Liu, Zou, Lei, Xin, Qian, Liu, Chen, Yu and Zhang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Liu, Shuangyan Zou, Hua Lei, Song Xin, Jiarui Qian, Peiyi Liu, Yun Chen, Yingqi Yu, Kuai Zhang, Meibian The role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers |
title | The role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers |
title_full | The role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers |
title_fullStr | The role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers |
title_full_unstemmed | The role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers |
title_short | The role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers |
title_sort | role of kurtosis and kurtosis-adjusted energy metric in occupational noise-induced hearing loss among metal manufacturing workers |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10344449/ https://www.ncbi.nlm.nih.gov/pubmed/37457253 http://dx.doi.org/10.3389/fpubh.2023.1159348 |
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