ArticlePloS one2019
Do individual and work-related factors differentiate work participation trajectories before and after vocational rehabilitation?
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Work Participation Following Vocational Rehabilitation in Occupational Disease Patients: A Propensity Score-Matched Analysis Using Finnish Nationwide Registry Data.Journal of occupational rehabilitation · 2026Article
- Mapping dynamic working life patterns and the impact of occupational exposures: a scoping review.BMC public health · 2025Article
- The association of sociodemographic characteristics with work disability trajectories during and following long-term psychotherapy: a longitudinal register study.Social psychiatry and psychiatric epidemiology · 2024Article
- Sequences of vocational rehabilitation services in Germany: a cohort study.BMC health services research · 2024Article
- Group-Based Trajectory Analysis of Longitudinal Employment Patterns and Predictors for Adults With Visual Impairments.Journal of vocational rehabilitation · 2024Article
- Impact of a Finnish reform adding new sickness absence checkpoints on rehabilitation and labor market outcomes: an interrupted time series analysis.Scandinavian journal of work, environment & health · 2023Article
- Labour market trajectories after part-time sickness absence: a nationwide cohort study from Finland.BMJ open · 2023Article
- Return to work after medical rehabilitation in Germany: influence of individual factors and regional labour market based on administrative data.Journal for labour market research · 2023Article
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- Does Work Disability Contribute to Trajectories of Work Participation before and after Vocational Labour Market Training for Job Seekers?International journal of environmental research and public health · 2021Article
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUnderstanding diverse labor market trajectories around vocational rehabilitation provides important insight into potential effectiveness of rehabilitation efforts. We examined factors associated with work participation trajectories before and after vocational rehabilitation.
methodsUsing nationwide Finnish register data of 7180 vocational rehabilitees, we constructed latent trajectory groups of work participation two years before and two years after their rehabilitation episode starting in 2008-2010. We plotted changes in labor market statuses in these groups and examined other associated factors using multinomial logistic regression.
resultsWe identified four trajectories based on work participation levels before and after vocational rehabilitation. The "High-Resumed" group (35.6%) typically returned to full duties. The "High-to-Negligible" group (20.7%) typically transitioned to full disability retirement or unemployment. Among the "Medium-Resumed" (25.5%) and "Longstanding Negligible" (18.3%) groups, work disability and unemployment were common before rehabilitation, but afterwards those assigned to the former group often returned to full or partial duties. Overall, older age, male gender, living in areas with lower employment rates, having lower education, being employed in the private sector, and having mental diagnoses were associated with the other three trajectories than the most favorable "High-Resumed" trajectory. Furthermore, certain industrial sectors, job exposures, and less common diagnoses further separated specific trajectories.
conclusionsWork participation trajectories around vocational rehabilitation are diverse, only partly dependent on initial levels of work participation, and determined by various individual and work-related factors. Future nationwide studies should assess the effectiveness of vocational rehabilitation taking into consideration both individual and work-related factors.
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