Employee health index based on health checkups and its association with future absent workdays.

IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES
Felix Forster, Stephan Weiler, Katja Radon, Jessica Gerlich
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Abstract

Employee health is an important factor that influences the productivity and economic success of companies. The goal of health management in companies is to improve employee health by implementing different kinds of interventions, including checkups (voluntary preventive health examinations) that cover a broad set of tests and questions, to give a comprehensive snapshot of the employee's health and uncover priorities for prevention and health promotion. By analyzing health checkup information on a company-wide level, subgroups with increased need for health management interventions may be identified before productivity loss occurs. This study thus analyzed data from a company's health checkup to form an employee health index (EHI) using principal component analysis (PCA) to adequately summarize the data. Additionally, this study investigated whether EHI values were associated with the number of absent workdays on the department level. The study population consisted of employees of a German automotive company. In total, data from 71,054 voluntary health checkups conducted between 2006 and 2016 were analyzed. PCA resulted in five components in three different health aspects (musculoskeletal disorders, mental health, and physiology). Based on these components, departments were categorized as having low, medium, and high needs for health management interventions. Poisson regression was used to analyze differences in absent workdays between departments with low compared to medium or high need for health management interventions. Components describing musculoskeletal disorders and physiology were associated with a change in the rate of absent days per employee. However, results were inconsistent over different time intervals. Therefore, although the presented EHI was to a certain extent associated with future absent workdays, using checkup data to investigate more specific health problems and outcomes related to individual job-related activities or tasks instead of general measures seems to be a more appealing approach.

基于健康检查的员工健康指数及其与未来缺勤天数的关联。
员工健康是影响公司生产力和经济成功的重要因素。公司健康管理的目标是通过实施各种干预措施来改善员工的健康,包括检查(自愿预防性健康检查),涵盖一系列广泛的测试和问题,全面了解员工的健康状况,并确定预防和促进健康的优先事项。通过分析全公司级别的健康检查信息,可以在生产力损失发生之前识别出对健康管理干预需求增加的子组。因此,本研究利用主成分分析法(PCA)对某公司的健康体检数据进行分析,形成员工健康指数(EHI),以充分总结数据。此外,本研究还调查了EHI值是否与部门层面的缺勤天数相关。研究对象是一家德国汽车公司的员工。总共分析了2006年至2016年期间进行的71,054次自愿健康检查的数据。PCA在三个不同的健康方面(肌肉骨骼疾病、心理健康和生理)产生了五个组成部分。根据这些组成部分,各部门对健康管理干预措施的需求被分为低、中、高三类。使用泊松回归分析低、中、高健康管理干预需求科室缺勤天数的差异。描述肌肉骨骼疾病和生理的成分与每位员工缺勤天数的变化有关。然而,在不同的时间间隔内,结果并不一致。因此,尽管提出的EHI在一定程度上与未来缺勤天数有关,但使用检查数据来调查与个人工作相关活动或任务有关的更具体的健康问题和结果,而不是一般措施,似乎是一种更有吸引力的方法。
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来源期刊
Journal of Occupational and Environmental Hygiene
Journal of Occupational and Environmental Hygiene 环境科学-公共卫生、环境卫生与职业卫生
CiteScore
3.30
自引率
10.00%
发文量
81
审稿时长
12-24 weeks
期刊介绍: The Journal of Occupational and Environmental Hygiene ( JOEH ) is a joint publication of the American Industrial Hygiene Association (AIHA®) and ACGIH®. The JOEH is a peer-reviewed journal devoted to enhancing the knowledge and practice of occupational and environmental hygiene and safety by widely disseminating research articles and applied studies of the highest quality. The JOEH provides a written medium for the communication of ideas, methods, processes, and research in core and emerging areas of occupational and environmental hygiene. Core domains include, but are not limited to: exposure assessment, control strategies, ergonomics, and risk analysis. Emerging domains include, but are not limited to: sensor technology, emergency preparedness and response, changing workforce, and management and analysis of "big" data.
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