Evidence map›Paper›PMID 34444369›Full record

SynthesisInternational journal of environmental research and public health2021

Occurrence of Mental Illness and Mental Health Risks among the Self-Employed: A Systematic Review.

Kristina Willeke, Patrick Janson, Katharina Zink, Carolin Stupp, Sarah Kittel-Schneider, Anne Berghöfer, Thomas Ewert, Ryan King, Peter U Heuschmann, Andreas Zapf and 2 more

Abstract readSystematic Review
In one paragraph

Synthesis in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 4 pooled it
–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

17 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
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  7. Review
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  14. Mental health of social media influencers.Journal of occupational health · 2024
    Review
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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

12 authors.

Kristina WillekeState Institute of Health, Bavarian Health and Food Safety Authority, 91058 Erlangen, Germany.ORCID 0000-0002-2063-2561
Patrick JansonState Institute of Health, Bavarian Health and Food Safety Authority, 91058 Erlangen, Germany.ORCID 0000-0002-3384-4360
Katharina ZinkState Institute of Health, Bavarian Health and Food Safety Authority, 91058 Erlangen, Germany.
Carolin StuppState Institute of Health, Bavarian Health and Food Safety Authority, 91058 Erlangen, Germany.
Sarah Kittel-SchneiderDepartment of Psychiatry, Psychotherapy and Psychosomatic Medicine, University Hospital Würzburg, 97080 Würzburg, Germany.ORCID 0000-0003-3057-6150
Anne BerghöferInstitute of Social Medicine, Epidemiology and Health Economics, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany.ORCID 0000-0002-7897-6500
Thomas EwertState Institute of Health, Bavarian Health and Food Safety Authority, 91058 Erlangen, Germany.
Ryan KingInstitute of Social Medicine, Epidemiology and Health Economics, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany.
Peter U HeuschmannInstitute of Clinical Epidemiology and Biometry, University of Würzburg, 97070 Würzburg, Germany.
Andreas ZapfBavarian State Ministry of the Environment and Consumer Protection, 81925 Munich, Germany.
Manfred WildnerState Institute of Health, Bavarian Health and Food Safety Authority, 91058 Erlangen, Germany.
Thomas KeilState Institute of Health, Bavarian Health and Food Safety Authority, 91058 Erlangen, Germany.ORCID 0000-0002-9108-3360

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We aimed to systematically identify and evaluate all studies of good quality that compared the occurrence of mental disorders in the self-employed versus employees. Adhering to the Cochrane guidelines, we conducted a systematic review and searched three major medical databases (MEDLINE, Web of Science, Embase), complemented by hand search. We included 26 (three longitudinal and 23 cross-sectional) population-based studies of good quality (using a validated quality assessment tool), with data from 3,128,877 participants in total. The longest of these studies, a Swedish national register evaluation with 25 years follow-up, showed a higher incidence of mental illness among the self-employed compared to white-collar workers, but a lower incidence compared to blue-collar workers. In the second longitudinal study from Sweden the self-employed had a lower incidence of mental illness compared to both blue- and white-collar workers over 15 years, whereas the third longitudinal study (South Korea) did not find a difference regarding the incidence of depressive symptoms over 6 years. Results from the cross-sectional studies showed associations between self-employment and poor general mental health and stress, but were inconsistent regarding other mental outcomes. Most studies from South Korea found a higher prevalence of mental disorders among the self-employed compared to employees, whereas the results of cross-sectional studies from outside Asia were less consistent. In conclusion, we found evidence from population-based studies for a link between self-employment and increased risk of mental illness. Further longitudinal studies are needed examining the potential risk for the development of mental disorders in specific subtypes of the self-employed.

Indexed as

Mental DisordersMental HealthCross-Sectional StudiesEmploymentHumansLongitudinal Studiesincidencemental disordersmental healthmental illnessprevalenceself-employedsmall businesssystematic review

Identifiers

PMID34444369
PMCPMC8393630

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.