Evidence map›Paper›PMID 40139757›Full record

ArticleJournal of epidemiology and community health2025

The effect of mental health problems on having a 'neither in employment nor in education or training' period and the mediating role of high school dropout: a register-based study with a 14-year follow-up.

Roos Hijdra, Joost Oude Groeniger, Alex Burdorf, Merel Schuring

Abstract read
In one paragraph

Article in Journal of epidemiology and community health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

4 authors.

Roos HijdraDepartment of Public Health, Erasmus MC, Rotterdam, Netherlands.ORCID http://orcid.org/0009-0005-1903-1549
Joost Oude GroenigerDepartment of Public Health, Erasmus MC, Rotterdam, Netherlands.ORCID http://orcid.org/0000-0002-0691-1679
Alex BurdorfDepartment of Public Health, Erasmus MC, Rotterdam, Netherlands.
Merel SchuringDepartment of Public Health, Erasmus MC, Rotterdam, Netherlands M.Schuring@erasmusmc.nl.ORCID http://orcid.org/0000-0002-0354-9109

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThis study investigates (1) whether mental health problems among individuals aged 12-15 years impact (a) high school dropout (ages 16-20 years) and (b) having a 'neither in employment nor in education or training' (NEET) period (ages 21-26 years); (2) the process of mediation and interaction by high school dropout in the association between mental health problems and NEET; and (3) whether these associations differ based on (non-)employment and mental health problems of parents.

methodsLongitudinal register data were used (n=196 227). Log-linear regression analyses were used to assess the association between reimbursed medication for mental health problems and high school dropout or NEET period for at least 12 months. Causal mediation analysis was used to assess the mediation and interaction effects of high school dropout in the association between mental health problems and NEET. Stratified analyses were performed based on parental employment and mental health status.

resultsMental health problems were strongly associated with high school dropout (RR 1.96, 95% CI 1.88; 2.04) and NEET (RR 2.44, 95% CI 2.35; 2.52). High school dropout had a small mediating effect in the relationship between mental health problems and NEET. Individuals with parents with mental health problems or non-employment more often experienced high school dropout and being NEET, but the mediating effect of dropout on NEET was lower in these individuals.

conclusionPreventing mental health problems early in the lifecourse is of paramount importance to promote educational outcomes and employment participation, but high school dropout only plays a marginal role in this relationship.

Indexed as

EmploymentMental DisordersStudent DropoutsAdolescentAdultChildEducational StatusFemaleFollow-Up StudiesHumansLongitudinal StudiesMaleMental HealthParentsRegistriesYoung AdultEDUCATIONMENTAL HEALTHUNEMPLOYMENT

Identifiers

PMID40139757
PMCPMC12322390

What OpenQuestion holds

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LicenceCC BY
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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.