National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark.
BMC Public Health. 2011 Jul 18;11:571. doi: 10.1186/1471-2458-11-571.
The healthy worker effect (HWE) is a well-known phenomenon. In this study we used the extensive registration of all Danish citizens to describe the magnitude of HWE among all Danish electricians and evaluated strategies for minimizing HWE bias of the association between occupation and mortality.
All Danish male citizens aged 26-56 years in the period 1984-1992 were followed for three years in several registers. We evaluated HWE bias among electricians because they were unexposed to detrimental occupational exposures. We compared electricians to three reference groups (general population, construction industry and carpenters/brick layers) and utilized analytical methods for minimizing HWE bias (lag time analyses, age-stratified analyses, marginal structural model and restriction to employed, newly employed or long-term workers).
The mortality rate was higher among electricians, who the year following active employment received incapacity benefits or were on long-term sick leave. Electricians receiving incapacity benefits, on long-term sick leave, unemployed, or with increased comorbidity index had lower odds of re-employment. Electricians had lower mortality rate (rate ratio,0.60;95%CI,0.52-0.69) compared to the general population, while electricians leaving employment had increased mortality (1.90;1.50-2.40). Adjusting for several social events slightly attenuated the estimates, while the marginal structural model did not minimize bias. Electricians had the same mortality as the construction industry and carpenters/brick layers. Mortality was comparable to the general population after three or more years of lag time.
In this nationwide study, employment as electricians had marked effect on mortality. Appropriate reference selection and lag time analyses minimized the HWE bias.
健康工人效应(HWE)是一个众所周知的现象。在这项研究中,我们利用丹麦全民登记系统,描述了 HWE 在所有丹麦电工中的程度,并评估了减少职业与死亡率之间关联的 HWE 偏倚的策略。
1984-1992 年期间,所有丹麦 26-56 岁的男性公民在多个登记处被随访三年。我们评估了电工中的 HWE 偏倚,因为他们没有接触到有害的职业暴露。我们将电工与三个参考组(一般人群、建筑行业和木匠/瓦工)进行比较,并利用最小化 HWE 偏倚的分析方法(滞后时间分析、年龄分层分析、边缘结构模型和限制就业、新就业或长期工人)。
电工的死亡率较高,他们在积极就业后的下一年获得了丧失工作能力津贴或长期病假。领取丧失工作能力津贴、长期病假、失业或合并症指数增加的电工重新就业的几率较低。与一般人群相比,电工的死亡率较低(比率比,0.60;95%置信区间,0.52-0.69),而离开工作的电工死亡率增加(1.90;1.50-2.40)。调整几个社会事件后,估计值略有减弱,而边缘结构模型并没有最小化偏倚。电工的死亡率与建筑行业和木匠/瓦工相同。滞后时间 3 年或以上后,死亡率与一般人群相当。
在这项全国性研究中,电工的就业对死亡率有显著影响。适当的参考选择和滞后时间分析最小化了 HWE 偏倚。