Evidence map›Paper›PMID 41526875›Full record

ArticleBMC health services research2026

The association of employee and workplace characteristics with work disability trajectories before, during and after psychotherapy in occupational health services - a Finnish register-based longitudinal study.

Sanna Selinheimo, Olli Kurkela, Heli Järnefelt, Aki Vuokko, Erkki Heinonen, Ari Väänänen

Abstract read
In one paragraph

Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Sanna SelinheimoFinnish Institute of Occupational Health, Topeliuksenkatu 41 b, Helsinki, 00250, Finland. sanna.selinheimo@ttl.fi.ORCID http://orcid.org/0000-0003-0563-9017
Olli KurkelaFinnish Institute of Occupational Health, Topeliuksenkatu 41 b, Helsinki, 00250, Finland.ORCID http://orcid.org/0000-0003-3600-5842
Heli JärnefeltFinnish Institute of Occupational Health, Topeliuksenkatu 41 b, Helsinki, 00250, Finland.ORCID http://orcid.org/0000-0002-3574-1453
Aki VuokkoFinnish Institute of Occupational Health, Topeliuksenkatu 41 b, Helsinki, 00250, Finland.ORCID http://orcid.org/0009-0004-8057-3235
Erkki HeinonenFinnish Institute for Health and Welfare, Helsinki, Finland.ORCID http://orcid.org/0000-0001-8846-8983
Ari VäänänenFinnish Institute of Occupational Health, Topeliuksenkatu 41 b, Helsinki, 00250, Finland.ORCID http://orcid.org/0000-0003-1107-5799

Funding

CSP VA 557Kela 4/26/2022Strategic Research Council at the Research Council of Finland 364414
6 · The paper itself

Abstract

backgroundDepression and anxiety disorders are the leading causes of work disability in most developed countries. Psychotherapies are evidence-based treatments for these disorders, but evidence of the psychotherapy effects on changes in work disability remains limited. This study examined changes in work disability in patients receiving psychotherapy and matched controls and their associations with employee and employer-related factors.

methodsWe used register-based data from Terveystalo Plc., Finland's largest occupational health service provider, linked with national registers (Statistics Finland, Social Insurance Institution). The study included patients who received primary care-level psychotherapy (N = 3,912) between 2018 and 2021, matched with controls (N = 11,733) using propensity scores. Group-based trajectory modelling identified work disability patterns based on three-month means of mental health-related sickness absence day intervals. Multinomial logistic regression assessed associations between sickness absence trajectory membership and baseline sociodemographic, clinical, and employer characteristics.

resultsThree distinct work disability trajectory groups emerged: a group including those employees with a highly increasing level of work disability (6% of the population), ranging from 17 to 1 day of work disability and those with a slightly increasing (7% of the population) level of work disability ranging from 5 to 1 days of work disability. In both groups, the level of work disability peaked around psychotherapy onset and decreased after it. The third group, stable low (87% of the population), included those with nearly no work disability throughout the study. In multinomial regression models, history of mental disorders, related sickness absences, and somatic and psychiatric comorbidity were associated with the likelihood of belonging to either of the adverse work disability trajectory groups.

conclusionsPsychotherapy may decrease long-term work disability, especially among individuals with a high level of baseline work disability. Those with a previous mental disorder burden and related work disability require special attention to enable timely treatment to prevent prolonged work disability.

Indexed as

Occupational Health ServicesPersons with DisabilitiesPsychotherapySick LeaveWorkplaceAdultAnxiety DisordersFemaleFinlandHumansLongitudinal StudiesMaleMental DisordersMiddle AgedRegistriesWorking ConditionsAnxietyDepressionOccupational health servicesPsychotherapySickness absenceWork disability

Identifiers

PMID41526875
PMCPMC12888584

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.