Evidence map›Paper›PMID 33681447›Full record

ArticleSSM - population health2021

The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performance.

Joonas Pitkänen, Maarten J Bijlsma, Hanna Remes, Mikko Aaltonen, Pekka Martikainen

Open access · goldAbstract read
In one paragraph

Article in SSM - population health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.5field-weighted citation impact, top 17% 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

7 citing papers in PubMed, 14 citations in OpenAlex.

  1. Article
  2. Article
  3. The longitudinal role of sleep on self-harm during adolescence: A birth cohort study.Journal of child psychology and psychiatry, and allied disciplines · 2026
    Article
  4. Article
  5. 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

5 authors at 2 institutions in 3 countries.

Joonas PitkänenPopulation Research Unit, Faculty of Social Sciences, University of Helsinki, P.O. Box 18, FIN-00014, Helsinki, Finland.
Maarten J BijlsmaMax Planck Institute for Demographic Research, Rostock, Germany.
Hanna RemesPopulation Research Unit, Faculty of Social Sciences, University of Helsinki, P.O. Box 18, FIN-00014, Helsinki, Finland.
Mikko AaltonenInstitute of Criminology and Legal Policy, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland.
Pekka MartikainenPopulation Research Unit, Faculty of Social Sciences, University of Helsinki, P.O. Box 18, FIN-00014, Helsinki, Finland.
University of Helsinki · FIMax Planck Institute for Demographic Research · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low childhood income is an established risk factor of self-harm in adolescence and young adulthood, and childhood income is additionally associated with various correlates of self-harm. How these correlates, such as psychiatric disorders, substance abuse, violent behaviour and school problems, mediate the effect of childhood income on self-harm, is less understood. The purpose of the current paper is to examine this mediation. The study is based on administrative register data on all Finnish children born in 1990-1995. An analytical sample of 384,121 children is followed from age 8 to 22. We apply the parametric g-formula to study the effect of childhood income on the risk of self-harm in young adulthood. Adolescent psychiatric disorders, substance abuse, prior self-harm, violent criminality and victimization, out-of-home placements, not being in education, employment or training and school performance are considered as potential mediators. We control for confounding factors related to childhood family characteristics. As a hypothetical intervention, we moved those in the lowest childhood income quintile to the second-lowest quintile, which resulted in a 7% reduction in hospital-presenting self-harm in young adulthood among those targeted by the intervention (2% reduction in the total population). 67% of the effect was mediated through the chosen mediators. The results indicate that increases in childhood material resources could protect from self-harm in young adulthood. Moreover, the large proportion of mediation suggests that targeted interventions for high-risk adolescents may be beneficial. To our knowledge, this is the first paper to use the parametric g-formula to study youth self-harm. Future applications are encouraged as the method offers several further opportunities for analysing the complex life course pathways to self-harm.

Indexed as

AdolescenceChildhood incomeG-formulaMediation analysisSelf-harmYoung adulthood

Identifiers

PMID33681447
PMCPMC7910518
OpenAlexW3132896262

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.