Evidence map›Paper›PMID 37436996›Full record

ArticleScience advances2023

Unemployment and underemployment are causes of suicide.

Adam Skinner, Nathaniel D Osgood, Jo-An Occhipinti, Yun Ju Christine Song, Ian B Hickie

Expression of concernErratum issuedAbstract read
In one paragraph

Article in Science advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It carries an expression of concern. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing 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

22 citing papers in PubMed.

  1. Article
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  4. Article
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  9. Artificial intelligence, recessionary pressures and population health.Bulletin of the World Health Organization · 2025
    Article
  10. Article
  11. Article
  12. Recovery-based suicide prevention.Frontiers in psychiatry · 2025
    Article
  13. Observational
  14. Observational
  15. Suicide and suicidality in Australian Defence Force veterans: A systematic scoping review.The Australian and New Zealand journal of psychiatry · 2024
    Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Adam SkinnerBrain and Mind Centre, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID 0000-0002-9823-1506
Nathaniel D OsgoodDepartment of Computer Science, University of Saskatchewan, Saskatoon, Canada.ORCID 0000-0002-3994-3298
Jo-An OcchipintiBrain and Mind Centre, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID 0000-0002-2380-1092
Yun Ju Christine SongBrain and Mind Centre, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID 0000-0001-8776-6305
Ian B HickieBrain and Mind Centre, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID 0000-0001-8832-9895

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Epidemiological studies indicate that labor underutilization and suicide are associated, yet it remains unclear whether this association is causal. We applied convergent cross mapping to test for causal effects of unemployment and underemployment on suicidal behavior, using monthly data on labor underutilization and suicide rates in Australia for the period 2004-2016. Our analyses provide evidence that rates of unemployment and underemployment were significant drivers of suicide mortality in Australia over the 13-year study period. Predictive modeling indicates that 9.5% of the ~32,000 suicides reported between 2004 and 2016 resulted directly from labor underutilization, including 1575 suicides attributable to unemployment and 1496 suicides attributable to underemployment. We conclude that economic policies prioritizing full employment should be considered integral to any comprehensive national suicide prevention strategy.

Indexed as

SuicideUnemploymentAustraliaEmploymentHumansSuicide Prevention

Identifiers

PMID37436996
PMCPMC10337900

What OpenQuestion holds

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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.