Leijten Fenna R M, van den Heuvel Swenne G, Ybema Jan Fekke, van der Beek Allard J, Robroek Suzan J W, Burdorf Alex
Department of Public Health, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 CA Rotterdam, The Netherlands.
Scand J Work Environ Health. 2014 Sep;40(5):473-82. doi: 10.5271/sjweh.3444. Epub 2014 Jun 29.
This study aimed to assess the influence of chronic health problems on work ability and productivity at work among older employees using different methodological approaches in the analysis of longitudinal studies.
Data from employees, aged 45-64, of the longitudinal Study on Transitions in Employment, Ability and Motivation was used (N=8411). Using three annual online questionnaires, we assessed the presence of seven chronic health problems, work ability (scale 0-10), and productivity at work (scale 0-10). Three linear regression generalized estimating equations were used. The time-lag model analyzed the relation of health problems with work ability and productivity at work after one year; the autoregressive model adjusted for work ability and productivity in the preceding year; and the third model assessed the relation of incidence and recovery with changes in work ability and productivity at work within the same year.
Workers with health problems had lower work ability at one-year follow-up than workers without these health problems, varying from a 2.0% reduction with diabetes mellitus to a 9.5% reduction with psychological health problems relative to the overall mean (time-lag). Work ability of persons with health problems decreased slightly more during one-year follow-up than that of persons without these health problems, ranging from 1.4% with circulatory to 5.9% with psychological health problems (autoregressive). Incidence related to larger decreases in work ability, from 0.6% with diabetes mellitus to 19.0% with psychological health problems, than recovery related to changes in work ability, from a 1.8% decrease with circulatory to an 8.5% increase with psychological health problems (incidence-recovery). Only workers with musculoskeletal and psychological health problems had lower productivity at work at one-year follow-up than workers without those health problems (1.2% and 5.6%, respectively, time-lag).
All methodological approaches indicated that chronic health problems were associated with decreased work ability and, to a much lesser extent, lower productivity at work. The choice for a particular methodological approach considerably influenced the strength of the associations, with the incidence of health problems resulting in the largest decreases in work ability and productivity at work.
本研究旨在运用不同的方法分析纵向研究,评估慢性健康问题对老年员工工作能力和工作效率的影响。
使用就业、能力和动机转变纵向研究中45 - 64岁员工的数据(N = 8411)。通过三份年度在线问卷,我们评估了七种慢性健康问题的存在情况、工作能力(0 - 10分制)和工作效率(0 - 10分制)。使用了三个线性回归广义估计方程。时间滞后模型分析了一年后健康问题与工作能力和工作效率之间的关系;自回归模型对前一年的工作能力和工作效率进行了调整;第三个模型评估了同年发病率和康复情况与工作能力和工作效率变化之间的关系。
有健康问题的员工在一年随访时的工作能力低于没有这些健康问题的员工,相对于总体均值(时间滞后),糖尿病导致工作能力下降2.0%,心理健康问题导致工作能力下降9.5%。有健康问题的人员在一年随访期间工作能力的下降幅度略大于没有这些健康问题的人员,循环系统疾病导致下降1.4%,心理健康问题导致下降5.9%(自回归)。与工作能力变化相关的发病率导致的工作能力下降幅度大于康复情况,糖尿病导致下降0.6%,心理健康问题导致下降19.0%,循环系统疾病导致下降1.8%,心理健康问题导致上升8.5%(发病率 - 康复情况)。只有患有肌肉骨骼和心理健康问题的员工在一年随访时的工作效率低于没有这些健康问题的员工(分别为1.2%和5.6%,时间滞后)。
所有方法都表明慢性健康问题与工作能力下降相关,且在较小程度上与工作效率降低相关。特定方法的选择对关联强度有很大影响,健康问题的发病率导致工作能力和工作效率下降幅度最大。