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Co-exposure to heat and noise on workers’ health: evidence from a large-scale cross-sectional surveillance study in China
by
Wu, Jing
, Jing, Li
, Xiang, Jianjun
, Zhang, Yilin
, Li, Minhua
, Wu, Chuancheng
, Lin, Jinfeng
, Jiang, Yu
in
Adult
/ Biostatistics
/ Blood cell count
/ Blood pressure
/ Care and treatment
/ China - epidemiology
/ Climate change
/ Co-exposure
/ Cohort analysis
/ Construction industry
/ Cross-Sectional Studies
/ Data collection
/ Diabetes
/ Diagnosis
/ Disease
/ Electrocardiogram
/ Electrocardiography
/ Environmental aspects
/ Environmental Health
/ Epidemiology
/ Ethylenediaminetetraacetic acid
/ Exposure
/ Female
/ Glucose
/ Hazard assessment
/ Health aspects
/ Health risks
/ Hearing protection
/ Heat
/ Heat exposure
/ Heat stress disorders
/ Hot Temperature - adverse effects
/ Humans
/ Hypertension
/ Inflammation
/ Interaction
/ Leukocytes
/ Liver
/ Liver diseases
/ Machine learning
/ Male
/ Mediation
/ Medicine
/ Medicine & Public Health
/ Middle Aged
/ Noise
/ Noise control
/ Noise exposure
/ Noise levels
/ Noise prediction
/ Noise, Occupational - adverse effects
/ Noise, Occupational - statistics & numerical data
/ Occupational Diseases - epidemiology
/ Occupational exposure
/ Occupational Exposure - adverse effects
/ Occupational Exposure - statistics & numerical data
/ Occupational hazards
/ Occupational health
/ Occupational Health - statistics & numerical data
/ Occupational health and safety
/ Petrochemicals
/ Public Health
/ Risk factors
/ Surveillance
/ Synergistic effect
/ Systematic review
/ Vaccine
/ Work environment
2025
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Co-exposure to heat and noise on workers’ health: evidence from a large-scale cross-sectional surveillance study in China
by
Wu, Jing
, Jing, Li
, Xiang, Jianjun
, Zhang, Yilin
, Li, Minhua
, Wu, Chuancheng
, Lin, Jinfeng
, Jiang, Yu
in
Adult
/ Biostatistics
/ Blood cell count
/ Blood pressure
/ Care and treatment
/ China - epidemiology
/ Climate change
/ Co-exposure
/ Cohort analysis
/ Construction industry
/ Cross-Sectional Studies
/ Data collection
/ Diabetes
/ Diagnosis
/ Disease
/ Electrocardiogram
/ Electrocardiography
/ Environmental aspects
/ Environmental Health
/ Epidemiology
/ Ethylenediaminetetraacetic acid
/ Exposure
/ Female
/ Glucose
/ Hazard assessment
/ Health aspects
/ Health risks
/ Hearing protection
/ Heat
/ Heat exposure
/ Heat stress disorders
/ Hot Temperature - adverse effects
/ Humans
/ Hypertension
/ Inflammation
/ Interaction
/ Leukocytes
/ Liver
/ Liver diseases
/ Machine learning
/ Male
/ Mediation
/ Medicine
/ Medicine & Public Health
/ Middle Aged
/ Noise
/ Noise control
/ Noise exposure
/ Noise levels
/ Noise prediction
/ Noise, Occupational - adverse effects
/ Noise, Occupational - statistics & numerical data
/ Occupational Diseases - epidemiology
/ Occupational exposure
/ Occupational Exposure - adverse effects
/ Occupational Exposure - statistics & numerical data
/ Occupational hazards
/ Occupational health
/ Occupational Health - statistics & numerical data
/ Occupational health and safety
/ Petrochemicals
/ Public Health
/ Risk factors
/ Surveillance
/ Synergistic effect
/ Systematic review
/ Vaccine
/ Work environment
2025
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Co-exposure to heat and noise on workers’ health: evidence from a large-scale cross-sectional surveillance study in China
by
Wu, Jing
, Jing, Li
, Xiang, Jianjun
, Zhang, Yilin
, Li, Minhua
, Wu, Chuancheng
, Lin, Jinfeng
, Jiang, Yu
in
Adult
/ Biostatistics
/ Blood cell count
/ Blood pressure
/ Care and treatment
/ China - epidemiology
/ Climate change
/ Co-exposure
/ Cohort analysis
/ Construction industry
/ Cross-Sectional Studies
/ Data collection
/ Diabetes
/ Diagnosis
/ Disease
/ Electrocardiogram
/ Electrocardiography
/ Environmental aspects
/ Environmental Health
/ Epidemiology
/ Ethylenediaminetetraacetic acid
/ Exposure
/ Female
/ Glucose
/ Hazard assessment
/ Health aspects
/ Health risks
/ Hearing protection
/ Heat
/ Heat exposure
/ Heat stress disorders
/ Hot Temperature - adverse effects
/ Humans
/ Hypertension
/ Inflammation
/ Interaction
/ Leukocytes
/ Liver
/ Liver diseases
/ Machine learning
/ Male
/ Mediation
/ Medicine
/ Medicine & Public Health
/ Middle Aged
/ Noise
/ Noise control
/ Noise exposure
/ Noise levels
/ Noise prediction
/ Noise, Occupational - adverse effects
/ Noise, Occupational - statistics & numerical data
/ Occupational Diseases - epidemiology
/ Occupational exposure
/ Occupational Exposure - adverse effects
/ Occupational Exposure - statistics & numerical data
/ Occupational hazards
/ Occupational health
/ Occupational Health - statistics & numerical data
/ Occupational health and safety
/ Petrochemicals
/ Public Health
/ Risk factors
/ Surveillance
/ Synergistic effect
/ Systematic review
/ Vaccine
/ Work environment
2025
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Co-exposure to heat and noise on workers’ health: evidence from a large-scale cross-sectional surveillance study in China
Journal Article
Co-exposure to heat and noise on workers’ health: evidence from a large-scale cross-sectional surveillance study in China
2025
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Overview
Objectives
This study aimed to investigate the synergistic effects of co-exposure to occupational heat and noise on multi-system health outcomes among Chinese workers, and to examine the mediating role of systemic inflammation, indicated by white blood cell (WBC) count.
Methods
A cross-sectional analysis was conducted using data from the Fujian Workplace Occupational Hazards Comprehensive Surveillance Program (2020–2022), encompassing 10,275 workers from the manufacturing, petrochemical, mining, and construction industries. Multivariate logistic regression, relative excess risk due to interaction (RERI), random forest with SHAP values, and mediation analysis were used to explore interaction effects and mediating pathways.
Results
Co-exposure to heat and noise in the workplace was associated with increased risks of hypertension (OR = 1.94, 95%CI:1.61–2.36; RERI = 0.26,
P
interaction <0.001) and abnormal ECG (OR = 1.81, 95%CI:1.48–2.12; RERI = 0.16,
P
interaction <0.001), indicating synergistic effects beyond individual exposures. WBC partially mediated the effects of occupational heat and noise exposure on hypertension (heat: 9.2%; noise: 7.4%; co-exposure: 15.3%), liver dysfunction (heat: 5.4%; noise: 13.2%; co-exposure: 11.5%), and abnormal ECG findings (heat: 7.0%; noise: 6.4%; co-exposure: 8.7%). Machine learning models further confirmed that interaction between heat and noise was a stronger predictor of adverse health outcomes than either exposure alone.
Conclusion
Co-exposure to occupational heat and noise significantly exacerbates health risks across multiple organ systems, with systemic inflammation playing a partial mediating role. These findings highlight the importance of integrated occupational hazard assessments and targeted interventions that consider multiple concurrent occupational hazards.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
/ Diabetes
/ Disease
/ Ethylenediaminetetraacetic acid
/ Exposure
/ Female
/ Glucose
/ Heat
/ Hot Temperature - adverse effects
/ Humans
/ Liver
/ Male
/ Medicine
/ Noise
/ Noise, Occupational - adverse effects
/ Noise, Occupational - statistics & numerical data
/ Occupational Diseases - epidemiology
/ Occupational Exposure - adverse effects
/ Occupational Exposure - statistics & numerical data
/ Occupational Health - statistics & numerical data
/ Occupational health and safety
/ Vaccine
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