Evidence map›Paper›PMID 41802790›Full record

ArticleBMJ open2026

Which factors mediate the effect of childhood socioeconomic disadvantage on mental health in young adulthood? A protocol for a target trial emulation using linked administrative data from New South Wales, Australia.

Lucy Leigh, Madeleine Hinwood, Christopher Oldmeadow, Jamie Bryant, Todd Heard, Kristy Fakes, Breanne Hobden

Abstract read
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Lucy LeighHunter Medical Research Institute, New Lambton Heights, New South Wales, Australia lucy.leigh@hmri.org.au.ORCID http://orcid.org/0000-0002-5198-8843
Madeleine HinwoodHunter Medical Research Institute, New Lambton Heights, New South Wales, Australia.
Christopher OldmeadowSchool of Medicine and Public Health, University of Newcastle, Waratah, New South Wales, Australia.
Jamie BryantSchool of Medicine and Public Health, University of Newcastle, Waratah, New South Wales, Australia.ORCID http://orcid.org/0000-0001-9378-5852
Todd HeardThe University of Newcastle School of Medicine and Public Health, Callaghan, New South Wales, Australia.
Kristy FakesPRC Health Behaviour, University of Newcastle, Callaghan, Callaghan, New South Wales, Australia.ORCID http://orcid.org/0000-0002-7217-9578
Breanne HobdenThe University of Newcastle, Callaghan, New South Wales, Australia.ORCID http://orcid.org/0000-0002-8489-6152

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionEarly-life socioeconomic status (SES) increases the risk of poor mental health outcomes in adulthood. However, the mechanistic pathways underlying this relationship remain poorly understood. While addressing socioeconomic inequalities remains a long-term goal, identifying specific mediating pathways could reveal more immediate opportunities for effective interventions. METHODS AND ANALYSIS: Using linked administrative data from New South Wales, Australia (1990-2022), we will emulate a target trial examining the relationship between SES at birth and acute mental health admissions and presentations between the ages of 18 and 25 years. An interventional mediation analysis will be used to examine the effect of multiple mediating pathways, including education, housing stability, child protection contact, parental incarceration and justice system involvement, on the outcome. The analysis will estimate direct and indirect interventional effects, quantifying how much of the SES-mental health relationship could be modified by interventions on specific mediators. ETHICS AND DISSEMINATION: This study has received ethics approval from the University of Newcastle (H-2024-0015) and Aboriginal Health and Medical Research Council (2265/24) Human Research Ethics Committees. All dissemination activities will be conducted in accordance with data access agreements and following approval from all relevant data custodians (New South Wales Health System Data Services). Key findings will be communicated to relevant government agencies and policymakers through policy briefs and stakeholder meetings, and publication in appropriate academic journals.

Indexed as

Mental DisordersMental HealthSocial ClassAdolescentAdultFemaleHumansLow Socioeconomic StatusMaleNew South WalesResearch DesignSocioeconomic Disparities in HealthSocioeconomic FactorsYoung AdultChild & adolescent psychiatryEPIDEMIOLOGIC STUDIESLongitudinal studiesMENTAL HEALTH

Identifiers

PMID41802790
PMCPMC12983738

What OpenQuestion holds

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LicenceCC BY-NC
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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.