Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.
Faculty of Social Sciences, Work Research Centre, Tampere University, Tampere, Finland.
Int Arch Occup Environ Health. 2024 Aug;97(6):641-650. doi: 10.1007/s00420-024-02069-9. Epub 2024 May 7.
We examined how work-related factors associate with several health behaviours that appear together among the large, but less-studied, blue- and pink-collar worker group, which is characterized by low education and income levels.
In 2019, we conducted a cross-sectional survey among private sector service workers (n = 5256) in Finland. We applied two-step cluster analysis to identify groups on the basis of leisure-time physical activity, sleep adequacy, frequency of heavy drinking, smoking status, and frequency of fruit, vegetable and berry consumption. We examined the associations with work-related factors, using multinomial regression analyses and adjusting for confounding factors.
We identified six clusters labelled as Moderately Healthy (28% of the participants), Healthy - Vigorous Exercise (19%), Sedentary Lifestyle (16%), Inadequate Sleep (15%), Mixed Health Behaviours (15%), and Multiple Risk Behaviours (8%). Those who perceived their work to be mentally or physically strenuous more commonly belonged to the Inadequate Sleep and Multiple Risk Behaviours clusters. Time pressure made belonging to the Inadequate Sleep, Mixed Health Behaviours, and Multiple Risk Behaviours clusters more likely. Those who were dissatisfied with their work more often belonged to the Healthy - Vigorous Exercise, Inadequate Sleep, and Multiple Risk Behaviours clusters.
In addition of finding several considerably differing health behaviour clusters, we also found that adverse working conditions were associated with clusters characterized by multiple risk behaviours, especially inadequate sleep. Private-sector service workers' working conditions should be improved so that they support sufficient recovery, and occupational health services should better identify co-occurring multiple risk behaviours.
我们研究了工作相关因素与几种健康行为之间的关系,这些健康行为在蓝领和粉领工人群体中同时出现,该群体的特点是受教育程度和收入水平较低。
在 2019 年,我们在芬兰对私营部门服务人员(n=5256)进行了一项横断面调查。我们应用两步聚类分析,根据闲暇时间体力活动、睡眠充足度、重度饮酒频率、吸烟状况以及水果、蔬菜和浆果的食用频率,对人群进行分组。我们使用多项回归分析,并调整混杂因素,研究了与工作相关因素的关联。
我们确定了六个聚类,分别标记为“适度健康”(占参与者的 28%)、“健康-剧烈运动”、“久坐生活方式”、“睡眠不足”、“混合健康行为”和“多种风险行为”。那些认为自己的工作在精神上或身体上有压力的人更常见于“睡眠不足”和“多种风险行为”聚类。时间压力使得“睡眠不足”、“混合健康行为”和“多种风险行为”聚类的可能性增加。对工作不满的人更常见于“健康-剧烈运动”、“睡眠不足”和“多种风险行为”聚类。
除了发现几个健康行为聚类差异较大外,我们还发现,不良的工作条件与多个风险行为特征的聚类有关,尤其是睡眠不足。私营部门服务人员的工作条件应得到改善,以支持充足的恢复,职业健康服务应更好地识别同时存在的多种风险行为。