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基于逻辑回归和结构方程模型的制造业工人个体因素及工作相关因素与腰痛关联的研究

Study on the Associations of Individual and Work-Related Factors with Low Back Pain among Manufacturing Workers Based on Logistic Regression and Structural Equation Model.

作者信息

Dong Yidan, Jin Xu, Wang Jingjing, Maimaiti Nazhakaiti, He Lihua, Wang Fujiang, Jin Xianning, Wang Shijuan, Zhang Zhongbin, Forsman Mikael, Yang Liyun

机构信息

Department of Occupational and Environmental Health, School of Public Health, Peking University, Beijing 100191, China.

National Center for Occupational Safety and Health, NHC, Beijing 102308, China.

出版信息

Int J Environ Res Public Health. 2021 Feb 5;18(4):1525. doi: 10.3390/ijerph18041525.

Abstract

Work-related musculoskeletal injuries are one of the major occupational health issues of the workers, especially low back pain (LBP). The aim of this study was to survey the prevalence of LBP among manufacturing workers and to identify associations of individual and work-related factors with LBP. A cross-sectional questionnaire study was performed with 1173 participating manufacturing workers. The questionnaire included individual factors, psychosocial and physical exposures, and musculoskeletal discomfort. It was analyzed by logistic regression and structural equation modeling (SEM). The 1-year prevalence of LBP among Chinese manufacturing workers was 33.6%. Logistic regression analysis showed that job tenure, awkward postures, vibration and job demand were positively-while social support and job control were negatively associated with LBP ( 0.05). The SEM results indicated that, as shown in other studies, job types, job tenure, postural load, high job demand, low job control and vibration were directly associated with LBP, but also that job types, high job demand, low social support and vibration may have indirect effects on LBP-mediated by postural load.

摘要

与工作相关的肌肉骨骼损伤是工人面临的主要职业健康问题之一,尤其是腰痛(LBP)。本研究的目的是调查制造业工人中腰痛的患病率,并确定个体因素和与工作相关的因素与腰痛之间的关联。对1173名参与调查的制造业工人进行了横断面问卷调查。问卷包括个体因素、心理社会和身体暴露以及肌肉骨骼不适。通过逻辑回归和结构方程模型(SEM)进行分析。中国制造业工人中腰痛的1年患病率为33.6%。逻辑回归分析表明,工作年限、不良姿势、振动和工作需求与腰痛呈正相关,而社会支持和工作控制与腰痛呈负相关(P<0.05)。结构方程模型结果表明,如其他研究所示,工作类型、工作年限、姿势负荷、高工作需求、低工作控制和振动与腰痛直接相关,而且工作类型、高工作需求、低社会支持和振动可能通过姿势负荷对腰痛产生间接影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d894/7915348/1475528a5bca/ijerph-18-01525-g001.jpg

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