Department of Occupational Health Science, University of Wuppertal, Wuppertal, Germany.
Department of Epidemiology & International Public Health, School of Public Health, Bielefeld University, Bielefeld, Germany.
BMC Public Health. 2024 Jun 18;24(1):1622. doi: 10.1186/s12889-024-19086-5.
Medical rehabilitation can be helpful for maintaining workers' health and work ability. Its contribution to longer working lives is of high economic relevance in aging populations. In Germany, individuals must apply for rehabilitative measures themselves. Therefore, the subjective need for rehabilitation (SNR) is a prerequisite for rehabilitation access. A low education level is associated with poor health, lower health literacy and more frequent utilization of health services. In the present study, we investigated whether lower educational levels are also associated with a greater SNR and whether health literacy, past rehabilitation utilization and physical health play a mediating role in this path in older employees.
3,130 socially insured older employees (born in 1959 or 1965) who participated in the German prospective lidA (leben in der Arbeit) cohort-study in 2011, 2014 and 2018 were included. A causal mediation analysis with an inverse odds weighting approach was performed with the SNR as the dependent variable; educational level as the independent variable; and health, health literacy and past rehabilitation utilization as the mediating variables. Sociodemographic variables were adjusted for.
The SNR was significantly greater in subjects with a low education level, poor physical health, inadequate health literacy and those who had utilized rehabilitation in the past. For health literacy, past rehabilitation utilization and physical health, a significant partial mediating effect on the SNR was found for employees with low compared to those with high education levels. However, the combined mediating effect of all the mediators was lower than the sum of their individual effects. Among those with medium or high education levels, none of the variables constituted a significant mediator.
The path between a low education level and a high SNR is mediated by inadequate health literacy, past rehabilitation utilization and poor physical health; these factors do not act independently of each other. Promoting health education may lower the SNR by improving physical health and health literacy. While improving physical health is beneficial for individuals, improved health literacy can be economically advantageous for the health system by reducing inappropriate expectations of rehabilitation benefits and subsequent applications for rehabilitation.
医疗康复对于维持劳动者的健康和工作能力非常有帮助。在人口老龄化的情况下,其对延长工作寿命的贡献具有重要的经济意义。在德国,个人必须自行申请康复措施。因此,康复需求的主观评估(SNR)是获得康复的前提条件。教育水平较低与健康状况较差、健康素养较低以及更频繁地利用卫生服务有关。在本研究中,我们调查了教育水平较低是否也与更大的 SNR 相关,以及健康素养、过去的康复利用和身体健康是否在老年员工中发挥了中介作用。
共纳入了 3130 名参加德国前瞻性 lidA(leben in der Arbeit)队列研究的有社会福利保障的老年员工(出生于 1959 年或 1965 年),他们分别于 2011 年、2014 年和 2018 年参加了研究。使用逆概率加权法进行因果中介分析,以 SNR 为因变量,教育水平为自变量,健康、健康素养和过去的康复利用为中介变量。调整了社会人口统计学变量。
教育水平较低、身体健康状况较差、健康素养不足和过去利用过康复的受试者的 SNR 显著较高。对于健康素养、过去的康复利用和身体健康,与高教育水平的员工相比,低教育水平的员工存在显著的部分中介效应。然而,所有中介因素的综合中介效应低于其各自的效应之和。在具有中高等教育水平的员工中,没有一个变量构成显著的中介因素。
低教育水平与高 SNR 之间的关系是由健康素养不足、过去的康复利用和较差的身体健康状况介导的;这些因素不是相互独立的。促进健康教育可能通过改善身体健康和健康素养来降低 SNR。虽然改善身体健康对个人有益,但提高健康素养可以通过减少对康复效益的不适当期望以及随后对康复的申请,对卫生系统具有经济优势。