Evidence map›Paper›PMID 35915437›Full record

ArticleBMC health services research2022

Socioeconomic factors and use of psychotherapy in common mental disorders predisposing to disability pension.

Helena Leppänen, Olli Kampman, Reija Autio, Tino Karolaakso, Turkka Näppilä, Päivi Rissanen, Sami Pirkola

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
6.7field-weighted citation impact, top 3% of its field
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

13 citing papers in PubMed, 27 citations in OpenAlex.

  1. Trial
  2. Return to Work or Not: The Paths to Psychiatric Disability and Back.Journal of occupational rehabilitation · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Socioeconomic status, antidepressant use, and return to work after disability due to common mental disorders.European psychiatry : the journal of the Association of European Psychiatrists · 2025
    Article
  7. Article
  8. Psychotherapy use among migrants: a register-based longitudinal study.Journal of epidemiology and community health · 2024
    Article
  9. Article
  10. Article
  11. Article
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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

7 authors at 2 institutions in 1 country.

Helena LeppänenFaculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, Tampere, Finland. helena.leppanen@tuni.fi.ORCID https://orcid.org/0000-0002-1051-3200
Olli KampmanFaculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, Tampere, Finland.ORCID https://orcid.org/0000-0001-6891-2266
Reija AutioFaculty of Social Sciences (Unit of Health Sciences), Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0002-6519-2715
Tino KarolaaksoFaculty of Social Sciences (Psychology), Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0002-7875-8079
Turkka NäppiläTampere University Library, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0002-0562-7254
Päivi RissanenFaculty of Social Sciences (Unit of Health Sciences), Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0003-4779-6221
Sami PirkolaDepartment of Psychiatry, Tampere University Hospital, Pirkanmaa Hospital District, Tampere, Finland.ORCID https://orcid.org/0000-0003-0138-3130
Tampere University · FIPirkanmaa Hospital District · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundResearch in high-income countries has identified low socioeconomic status as a risk factor for disability pension (DP) due to common mental disorders (CMDs). Psychotherapy is an evidence-based treatment for the majority of CMDs along with medication and it is often targeted to prevent work disability. This study examines socioeconomic differences in the use of rehabilitative psychotherapy in Finland, where citizens have universal health coverage, but psychotherapy is partly dependent on personal finance.

methodsThe study subjects (N = 22,501) were all the Finnish citizens granted a DP due to CMD between 2010 and 2015 and a comparison group (N = 57,732) matched based on age, gender, and hospital district. Socioeconomic differences in psychotherapy use were studied using logistic regression models. Socioeconomic status was defined by education, income, and occupation. Age, gender, and family status were also examined.

resultsA lower level of education, lower occupational status (blue-collar worker), male gender, and older age, were associated with less frequent psychotherapy use, in both groups. Education was the strongest component of socioeconomic status associated with psychotherapy use, but the role of income was not straightforward. Unemployment when approaching DP, but not otherwise, was a risk factor for not receiving rehabilitative psychotherapy. Socioeconomic disparities were not any smaller among CMD patients approaching DP than in the comparison group.

conclusionThis study demonstrates the disparity in the provision of psychotherapy for CMD patients, even on the verge of DP with an acute need for services. This disparity is partly related to a complex interplay of socioeconomic factors and the service system characteristics. Factors predisposing to unequal access to mental health services are presumably diverse and should be studied further.

Indexed as

Mental DisordersPersons with DisabilitiesHumansMalePensionsPsychotherapyRisk FactorsSocioeconomic FactorsAnxietyCommon mental disorderDepressionDisability pensionPsychotherapySocioeconomic status

Identifiers

PMID35915437
PMCPMC9344663
OpenAlexW4289315331

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.