具有部分工作能力的失业人员的主要活动轨迹聚类和聚类特征。

IF 2.6 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Scandinavian Journal of Public Health Pub Date : 2024-12-01 Epub Date: 2023-11-19 DOI:10.1177/14034948231210347
Joonas Poutanen, Kia Gluschkoff, Johanna Kausto, Matti Joensuu
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引用次数: 0

摘要

背景:早期识别具有部分工作能力的个体的不同亚群体对于制定适当和有效的服务,以防止被排除在工作生活之外和延长失业时间至关重要。目的:本研究旨在识别部分工作能力者在参加工作能力支持服务前的不同主要活动轨迹群,并对所识别的群的社会人口、健康、工作能力和功能特征进行研究。方法:样本包括在2020-2022年期间参加芬兰工作能力计划的客户。利用2005年至2021年的主要活动数据,应用最优匹配来检验参与者主要活动轨迹之间的相似性。其次,使用聚类分析,将参与者分为四个主要的活动轨迹聚类。最后,研究了社会人口、健康、工作能力和功能特征。结果:共有643人参与了这项研究。确定了四类:(a)提前退休,(b)从学习到劳动力之外,(c)从就业到失业和(d)长期就业。“早退休”群体的工作能力和功能感知最好。在"从就业到失业"组集中强调了与健康、工作能力、功能和福祉有关的问题。结论:部分工作能力的失业个体构成了一个异质性人群,他们往往有几个不同的潜在原因导致工作能力下降。需要多个数据源来识别具有部分工作能力的人的特殊特征和需求。
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Main activity trajectory clusters of unemployed people with partial work ability and cluster features.

Background: The early identification of different subgroups of individuals with partial work ability is important for the development of appropriate and effective services in order to prevent exclusion from working life and prolongation of unemployment.

Aims: This study aimed to identify different main activity trajectory clusters of people with partial work ability before their participation in work ability support services and to examine sociodemographic, health, work ability and functioning features of the identified clusters.

Methods: The sample consisted of clients who had participated in the Finnish Work Ability Programme during 2020-2022. Using the main activity data spanning from 2005 to 2021, optimal matching was applied to examine the similarity between the participants' main activity trajectories. Second, using cluster analysis, participants were categorised into four main activity trajectory clusters. Finally, the sociodemographic, health, work ability and functioning features of clusters were examined.

Results: A total of 643 individuals participated in the study. Four clusters were identified: (a) early-onset retirement, (b) from studies to outside the workforce, (c) from employment to unemployment and (d) long-term employment. Individuals in the 'early-onset retirement' cluster had the best perceived work ability and functioning. Problems relating to health, work ability, functioning and well-being were highlighted in the 'from employment to unemployment' cluster.

Conclusions: Unemployed individuals with partial work ability form a heterogeneous population who often have several different underlying reasons for decreased work ability. Multiple data sources are needed to identify the special characteristics and needs of the people with partial work ability.

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来源期刊
Scandinavian Journal of Public Health
Scandinavian Journal of Public Health 医学-公共卫生、环境卫生与职业卫生
CiteScore
6.50
自引率
2.90%
发文量
135
审稿时长
4-8 weeks
期刊介绍: The Scandinavian Journal of Public Health is an international peer-reviewed journal which has a vision to: publish public health research of good quality; contribute to the conceptual and methodological development of public health; contribute to global health issues; contribute to news and overviews of public health developments and health policy developments in the Nordic countries; reflect the multidisciplinarity of public health.
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