Evidence map›Paper›PMID 34635113›Full record

ArticleBMC health services research2021

Contextual and mental health service factors in mental disorder-based disability pensioning in Finland - a regional comparison.

Tino Karolaakso, Reija Autio, Turkka Näppilä, Helena Leppänen, Päivi Rissanen, Martti T Tuomisto, Sakari Karvonen, Sami Pirkola

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.9field-weighted citation impact, top 8% 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

9 citing papers in PubMed, 25 citations in OpenAlex.

  1. Return to Work or Not: The Paths to Psychiatric Disability and Back.Journal of occupational rehabilitation · 2026
    Article
  2. Article
  3. Variation in Psychiatric Hospitalisations: A Multiple-Membership Multiple-Classification Analysis.International journal of environmental research and public health · 2024
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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

8 authors at 3 institutions in 1 country.

Tino KarolaaksoFaculty of Social Sciences (Psychology), Tampere University, Arvo Ylpön katu 34, FI-33520, Tampere, Finland. tino.karolaakso@tuni.fi.
Reija AutioFaculty of Social Sciences (Unit of Health Sciences), Tampere University, Tampere, Finland.
Turkka NäppiläTampere University Library, Tampere University, Tampere, Finland.
Helena LeppänenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Päivi RissanenFaculty of Social Sciences (Unit of Health Sciences), Tampere University, Tampere, Finland.
Martti T TuomistoFaculty of Social Sciences (Psychology), Tampere University, Arvo Ylpön katu 34, FI-33520, Tampere, Finland.
Sakari KarvonenPublic Health and Welfare Division, Finnish Institute for Health and Welfare, Helsinki, Finland.
Sami PirkolaFaculty of Social Sciences (Unit of Health Sciences), Tampere University, Tampere, Finland.
Tampere University · FIFinnish Institute for Health and Welfare · FIPirkanmaa Hospital District · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWe investigated the regional differences in all mental disorder disability pensions (DP) between 2010 and 2015 in Finland, and separately in mood disorders and non-affective psychotic disorder DP. We also studied the contribution of several district-level contextual and mental health service factors to mental disorder DP.

methodsSubjects were all those granted mental disorder DP for the first time between 2010 and 2015 in Finland (N = 36,879). Associations between the district-level contextual and mental health service factors and regional DP risks collected from the year 2015 were studied with negative binomial regression analysis in the Finnish hospital districts. The population number on the age (18 to 65 years), gender, occupational status and residential hospital district of the Finnish population from 2015 was used as exposure in the model.

resultsSignificant differences in the regional mental disorder DP risks between and within hospital districts did not appear to follow the traditional Finnish health differences. A lower risk of DP was associated with contextual indicators of higher regional socioeconomic level. Furthermore, population density as a proxy for access to mental health services indicated a higher regional DP risk for lower density in all mental (IRR 1.10; 95% CI 1.06-1.14) and mood disorder (IRR 1.12; 95% CI 1.08-1.16) DP. Both the highest and the lowest regional numbers of all mental health outpatient visits were associated with a higher DP risk in all mental and mood disorder DP, whereas particularly low regional numbers of inpatient treatment periods and of patients were associated with a lower risk of DP.

conclusionsIn this comprehensive population-level study, we found evidence of significant regional variation in mental disorder DP and related district-level factors. This variation may at least partly relate to differences in regional mental health service systems and treatment practices. Adapting to the needs of the local population appears to be indicated for both regional mental health service systems and treatment practices to achieve optimal performance.

Indexed as

Intellectual DisabilityMental Health ServicesPersons with DisabilitiesAdolescentAdultAgedFinlandHumansMiddle AgedPensionsYoung AdultCompositional factorContextual factorDisability pensionMental disordersMental health servicesRegional differences

Identifiers

PMID34635113
PMCPMC8507374
OpenAlexW3207720109

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.