← Latest papers
📄 medicine

Work participation after vocational rehabilitation in Finland: a matched study by entry pathway and rehabilitation type

This Finnish matched study utilizing nationwide register data demonstrates that vocational rehabilitation significantly increases post-program employment rates compared to matched controls, with the effect being particularly pronounced for individuals granted rehabilitation alongside disability pension decisions and for those participating in workplace-based rehabilitation.

Original authors: Mikko Laaksonen, Marjo Kaasila, Susanna Sten-Gahmberg, Taina Leinonen

Published 2026-09-15
📖 5 min read🧠 Deep dive

Original authors: Mikko Laaksonen, Marjo Kaasila, Susanna Sten-Gahmberg, Taina Leinonen

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

In an aging society, keeping people in the workforce is a challenge that affects everyone: the individual who needs to earn a living, the employer who needs skilled workers, and the social security system that supports them all. When health problems arise, they can erode a person's ability to work, often pushing them toward early retirement. To prevent this, many countries use vocational rehabilitation, a set of programs designed to help people with health limitations return to work or find new, suitable jobs. These programs might involve training for a new career, coaching to adjust to a current job, or trying out work in a new environment. The big question for policymakers is whether these programs actually work. Do they genuinely help people stay employed, or do the people who join them simply differ from those who do not in ways that have nothing to do with the program itself?

A team of researchers in Finland set out to answer this question by looking at a massive, nationwide database of people who finished vocational rehabilitation in 2023. Finland has a specific system where rehabilitation is tied to the pension system, meaning it is designed for people who have a history of working and are at risk of losing their ability to earn a living. The researchers focused on two main groups of people: those who applied for rehabilitation on their own initiative, usually when they first started having trouble with their job, and those who were granted rehabilitation as part of a decision to deny them a disability pension or to give them a short-term one. The latter group is often further along in the process of losing their ability to work. To see if the rehabilitation actually made a difference, the researchers did not just compare the participants to the general public. Instead, they used a careful matching method to find a control group for each participant. They selected people from the general population who looked almost exactly the same in terms of age, gender, education, health history, and their work patterns in the months leading up to the rehabilitation. This created a fair comparison, like finding a twin for every person in the study who did not go through the program.

The results showed a clear and positive link between rehabilitation and staying employed. For the entire group of participants, the employment rate in the year after finishing rehabilitation was significantly higher than for the matched controls. Specifically, among those who applied for themselves, the employment rate was 16.8 percentage points higher than for the similar people who did not participate. For the group that received rehabilitation in connection with a disability pension decision, the gap was even wider, with a 28.1 percentage point difference. This suggests that even for people who are deep into the disability process and might seem unlikely to return to work, rehabilitation is associated with a much better chance of keeping a job.

However, the type of rehabilitation mattered greatly. The most successful outcomes were seen in workplace-based rehabilitation, where a person tried out their old job or a new task with their current employer. For self-applicants who did a work try-out in their original job, the employment rate was nearly 38 percentage points higher than for the control group. In contrast, vocational training, which involves learning new skills for a different career, showed a much smaller gap of about 7.6 percentage points for self-applicants. The researchers noted that this difference might not mean training is less effective, but rather that the people who get workplace try-outs are often in a slightly better position to begin with, perhaps having a more supportive employer or a less severe health issue. It is also possible that training takes a long time, so the benefits might not show up immediately in a one-year follow-up.

The study also looked at whether the results varied by the type of health problem. People with mental disorders showed the largest employment gains compared to their controls among the self-applicants, while those with musculoskeletal diseases showed the smallest difference. For the group granted rehabilitation through a disability pension decision, the results were consistent across different health conditions, with no major differences between diagnostic groups. The researchers were careful to note that while the numbers are strong, they cannot completely rule out that some unmeasured factors, like a person's hidden motivation or confidence, played a role. It is possible that the people who chose to participate were simply more determined to return to work than those who did not. Nevertheless, the sheer size of the difference, especially for workplace-based rehabilitation, suggests that the programs themselves are doing something valuable.

The findings offer a hopeful perspective on a difficult policy issue. They indicate that vocational rehabilitation in Finland supports continued labor market participation, even for individuals who have reached a later, more critical stage of the work disability process. The data suggests that helping people stay in their current jobs or try them out again is a powerful tool, often more immediately effective than sending them to school for new training. While the study cannot prove that the program caused the employment with absolute certainty, the evidence is strong enough to suggest that these interventions are a vital part of keeping people connected to the workforce. For a society facing an aging population, this connection between health support and the ability to keep working is not just a statistic; it is a practical pathway for maintaining independence and economic security.

Drowning in papers in your field?

Get daily digests of the most novel papers matching your research keywords — with technical summaries, in your language.

Try Digest →