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Relationship between occupational noise exposure and hypertension: Cross-sectional evidence from real-world
BACKGROUND: Occupational noise is one of the most common and prevalent occupational hazards worldwide and may induce adverse auditory and/or non-auditory health effects. However, the relationship between occupational noise exposure and hypertension is controversial and has long been debated. METHODS...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9822269/ https://www.ncbi.nlm.nih.gov/pubmed/36620292 http://dx.doi.org/10.3389/fpubh.2022.1037246 |
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author | Zhang, Ling Chen, Siqi Chen, Zhuowang Yin, Wenjun Fu, Wenjuan He, Fang Pan, Zhen Yi, Guilin Tan, Xiaodong |
author_facet | Zhang, Ling Chen, Siqi Chen, Zhuowang Yin, Wenjun Fu, Wenjuan He, Fang Pan, Zhen Yi, Guilin Tan, Xiaodong |
author_sort | Zhang, Ling |
collection | PubMed |
description | BACKGROUND: Occupational noise is one of the most common and prevalent occupational hazards worldwide and may induce adverse auditory and/or non-auditory health effects. However, the relationship between occupational noise exposure and hypertension is controversial and has long been debated. METHODS: Based on large sample cross-sectional data from all registered occupational health examination units from 2021 to 2022 (N = 101,605), this study aimed to analyze the prevalence of hearing loss and hypertension and to explore the influencing factors of hypertension of workers in Wuhan. Descriptive statistics, univariate analyses and multivariate analyses were used. Forest plot and nomograms were constructed for the visualization of predictive results. The ROC curve, AUC, C-index and calibration curves were used to assess the predictive accuracy and validity. DCA was performed to evaluate the net benefit that workers could receive. RESULTS: Higher rate of high-frequency hearing loss (25.3%), speech frequency hearing loss (8.8%), ECG abnormalities (31.9%) and hypertension (21.0%) were found in workers exposed to occupational noise in Wuhan. Occupational noise exposure (OR = 1.09, 95% CI: 1.01–1.18, p = 0.04), growth of age (OR: 1.07, 95% CI: 1.07–1.07, p < 0.001), overweight (OR: 1.82, 95% CI: 1.73–1.92, p < 0.001), obesity (OR: 3.62, 95% CI: 3.42–3.83, p < 0.001), hyperglycemia (OR: 1.84, 95% CI: 1.73–1.96, p < 0.001), hypercholesterolemia (OR = 1.34; 95% CI 1.22–1.48; p < 0.001), ECG abnormalities (OR = 1.11; 95% CI 1.07–1.15; p < 0.001) and family history of hypertension (OR = 1.69; 95% CI 1.58–1.81; p < 0.001) were risk factors of hypertension for workers. Male workers had a relatively higher hypertension risk than female workers (OR = 1.61; 95% CI 1.54–1.69; p < 0.001). Ear protective measures could not reduce the risk of hypertension in workers. Our nomogram has good predictive accuracy and validity. A dynamic nomogram to predict the workers' risk of hypertension was established publicly available online. CONCLUSION: Occupational noise exposure may elevate workers' hypertension risk. More effective and relevant prevention measures should be taken. Our nomogram may help identify high-risk workers and facilitate timely interventions. |
format | Online Article Text |
id | pubmed-9822269 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98222692023-01-07 Relationship between occupational noise exposure and hypertension: Cross-sectional evidence from real-world Zhang, Ling Chen, Siqi Chen, Zhuowang Yin, Wenjun Fu, Wenjuan He, Fang Pan, Zhen Yi, Guilin Tan, Xiaodong Front Public Health Public Health BACKGROUND: Occupational noise is one of the most common and prevalent occupational hazards worldwide and may induce adverse auditory and/or non-auditory health effects. However, the relationship between occupational noise exposure and hypertension is controversial and has long been debated. METHODS: Based on large sample cross-sectional data from all registered occupational health examination units from 2021 to 2022 (N = 101,605), this study aimed to analyze the prevalence of hearing loss and hypertension and to explore the influencing factors of hypertension of workers in Wuhan. Descriptive statistics, univariate analyses and multivariate analyses were used. Forest plot and nomograms were constructed for the visualization of predictive results. The ROC curve, AUC, C-index and calibration curves were used to assess the predictive accuracy and validity. DCA was performed to evaluate the net benefit that workers could receive. RESULTS: Higher rate of high-frequency hearing loss (25.3%), speech frequency hearing loss (8.8%), ECG abnormalities (31.9%) and hypertension (21.0%) were found in workers exposed to occupational noise in Wuhan. Occupational noise exposure (OR = 1.09, 95% CI: 1.01–1.18, p = 0.04), growth of age (OR: 1.07, 95% CI: 1.07–1.07, p < 0.001), overweight (OR: 1.82, 95% CI: 1.73–1.92, p < 0.001), obesity (OR: 3.62, 95% CI: 3.42–3.83, p < 0.001), hyperglycemia (OR: 1.84, 95% CI: 1.73–1.96, p < 0.001), hypercholesterolemia (OR = 1.34; 95% CI 1.22–1.48; p < 0.001), ECG abnormalities (OR = 1.11; 95% CI 1.07–1.15; p < 0.001) and family history of hypertension (OR = 1.69; 95% CI 1.58–1.81; p < 0.001) were risk factors of hypertension for workers. Male workers had a relatively higher hypertension risk than female workers (OR = 1.61; 95% CI 1.54–1.69; p < 0.001). Ear protective measures could not reduce the risk of hypertension in workers. Our nomogram has good predictive accuracy and validity. A dynamic nomogram to predict the workers' risk of hypertension was established publicly available online. CONCLUSION: Occupational noise exposure may elevate workers' hypertension risk. More effective and relevant prevention measures should be taken. Our nomogram may help identify high-risk workers and facilitate timely interventions. Frontiers Media S.A. 2022-12-12 /pmc/articles/PMC9822269/ /pubmed/36620292 http://dx.doi.org/10.3389/fpubh.2022.1037246 Text en Copyright © 2022 Zhang, Chen, Chen, Yin, Fu, He, Pan, Yi and Tan. 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 Zhang, Ling Chen, Siqi Chen, Zhuowang Yin, Wenjun Fu, Wenjuan He, Fang Pan, Zhen Yi, Guilin Tan, Xiaodong Relationship between occupational noise exposure and hypertension: Cross-sectional evidence from real-world |
title | Relationship between occupational noise exposure and hypertension: Cross-sectional evidence from real-world |
title_full | Relationship between occupational noise exposure and hypertension: Cross-sectional evidence from real-world |
title_fullStr | Relationship between occupational noise exposure and hypertension: Cross-sectional evidence from real-world |
title_full_unstemmed | Relationship between occupational noise exposure and hypertension: Cross-sectional evidence from real-world |
title_short | Relationship between occupational noise exposure and hypertension: Cross-sectional evidence from real-world |
title_sort | relationship between occupational noise exposure and hypertension: cross-sectional evidence from real-world |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9822269/ https://www.ncbi.nlm.nih.gov/pubmed/36620292 http://dx.doi.org/10.3389/fpubh.2022.1037246 |
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