INSERM, U1085, Research Institute for Environmental and Occupational Health (IRSET), Epidemiology in Occupational Health and Ergonomics (ESTER) Team, 28 rue Roger Amsler, Cedex 74521, 49045, Angers Cedex 1, France.
University of Angers, Epidemiology in Occupational Health and Ergonomics (ESTER) Team, Angers, France.
Int Arch Occup Environ Health. 2018 Jul;91(5):523-536. doi: 10.1007/s00420-018-1299-2. Epub 2018 Mar 8.
The objectives of the study were to construct a job-exposure matrix (JEM) for psychosocial work factors of the job strain model, to evaluate its validity, and to compare the results over time.
The study was based on national representative data of the French working population with samples of 46,962 employees (2010 SUMER survey) and 24,486 employees (2003 SUMER survey). Psychosocial work factors included the job strain model factors (Job Content Questionnaire): psychological demands, decision latitude, social support, job strain and iso-strain. Job title was defined by three variables: occupation and economic activity coded using standard classifications, and company size. A JEM was constructed using a segmentation method (Classification and Regression Tree-CART) and cross-validation.
The best quality JEM was found using occupation and company size for social support. For decision latitude and psychological demands, there was not much difference using occupation and company size with or without economic activity. The validity of the JEM estimates was higher for decision latitude, job strain and iso-strain, and lower for social support and psychological demands. Differential changes over time were observed for psychosocial work factors according to occupation, economic activity and company size.
This study demonstrated that company size in addition to occupation may improve the validity of JEMs for psychosocial work factors. These matrices may be time-dependent and may need to be updated over time. More research is needed to assess the validity of JEMs given that these matrices may be able to provide exposure assessments to study a range of health outcomes.
本研究的目的是构建职业紧张模型的心理社会工作因素的工作暴露矩阵(JEM),评估其有效性,并比较随时间的变化。
本研究基于法国具有代表性的工作人群数据,样本包括 46962 名员工(2010 年 SUMER 调查)和 24486 名员工(2003 年 SUMER 调查)。心理社会工作因素包括职业紧张模型因素(工作内容问卷):心理需求、决策自由度、社会支持、工作紧张和同型紧张。工作岗位由三个变量定义:职业和经济活动使用标准分类编码,以及公司规模。使用分割方法(分类和回归树-CART)和交叉验证构建 JEM。
使用职业和公司规模来构建社会支持的 JEM 质量最佳。对于决策自由度和心理需求,使用职业和公司规模,无论是否包含经济活动,其差异不大。决策自由度、工作紧张和同型紧张的 JEM 估计有效性较高,而社会支持和心理需求的有效性较低。根据职业、经济活动和公司规模,心理社会工作因素的变化存在差异。
本研究表明,除了职业外,公司规模可能会提高 JEM 对心理社会工作因素的有效性。这些矩阵可能是时变的,可能需要随着时间的推移进行更新。需要进一步研究以评估 JEM 的有效性,因为这些矩阵可以提供暴露评估,以研究一系列健康结果。