焦虑
萧条(经济学)
共病
心理健康
逻辑回归
心理干预
多项式logistic回归
精神科
可能性
联想(心理学)
心理学
临床心理学
医学
人口学
内科学
经济
心理治疗师
宏观经济学
机器学习
社会学
计算机科学
作者
Shujuan Yang,Yao Fu,Shengwen Dong,Bo Yang,Zhitao Li,Chuanteng Feng,Jan D. Reinhardt,Wei Shi,Peng Jia,Honglian Zeng,Bin Yu
标识
DOI:10.1016/j.jad.2023.09.029
摘要
Perceived noise at work may contribute more to worsening mental health than objectively measured noise. However, evidence regarding this association is scarce. We investigated the associations of perceived noise at work with anxiety and depression and identified vulnerable subpopulations.Data from 28,661 participants of the Chinese Cohort of Working Adults (CCWA) were analyzed. Logistic or multinomial logistic regression models were used to determine associations between perceived noise at work and the severity of probable anxiety, depression, and their comorbidity. The generalized additive model with restricted cubic splines was applied to estimate the non-linear trend of associations.The mean age of participants was 36.55 ± 10.42 years. We observed that a higher level of perceived noise at work was associated with a higher risk of severe anxiety (OR = 1.55. 95%CI: 1.51-1.59) and severe depression (OR = 1.77. 95%CI: 1.72-1.84). More perceived noise at work was further associated with increased odds of comorbid anxiety and depression (OR = 1.28, 95%CI: 1.26-1.30). We observed an approximately J-shaped curve for the association between perceived noise at work with anxiety, depression, and their comorbidity. Participants, who were male, aged <45 years, had high education levels, and worked on trains were characterized by a greater impact of perceived noise at work on mental health problems.Increased perceived noise at work was associated with an elevated risk of anxiety, depression, and their comorbidity. These associations were moderated by sex, age, education level and occupation. Interventions targeting perceived noise at work may promote employed adults' mental health.
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