Evidence map›Paper›PMID 42311980›Full record

SynthesisFrontiers in public health2026

Public health interventions to improve the mental health and mental health literacy of young people in resource-limited settings: a systematic review.

Regeru Njoroge Regeru, Katherine Massey, Yan Ran Wee, Jennifer S Evans, Shirley Sylvester

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in public health, 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

5 authors.

Regeru Njoroge RegeruJohnson & Johnson Middle East FZ-LLC, Nairobi, Kenya.
Katherine MasseyCostello Medical Singapore Pte Ltd., Singapore, Singapore.
Yan Ran WeeCostello Medical Singapore Pte Ltd., Singapore, Singapore.
Jennifer S EvansCostello Medical Singapore Pte Ltd., Singapore, Singapore.
Shirley SylvesterJohnson & Johnson, Zug, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Young people aged 15-29 experience a substantial mental health burden, with major depressive disorder (MDD) and schizophrenia accounting for as much as half of this burden. Young people living in low- or middle-income countries (LMICs) face challenges to improving their mental health. A substantial treatment gap exists, driven by resource constraints and workforce shortages. Addressing mental health and mental health literacy through public health interventions has the potential to reduce the burden of mental disorders in this population, while meeting the needs of resource-limited settings. Understanding how best to design public health interventions to address both mental health and mental health literacy is key to effectively using resources and maximising benefits. Methods: Electronic database searches (MEDLINE, Embase, CENTRAL, PsycINFO) were supplemented with non-English database searches (Global Index Medicus, African Journals Online), searches of conference proceedings and other grey literature sources. Eligible studies were conducted in resource-limited settings and reported characteristics of public health interventions. ≥80% of the study population was required to be aged 15-29 years, with MDD and/or schizophrenia. Results: 5,339 records were identified in database searches; 30 studies (26 on MDD and 4 on schizophrenia) were included. Most studies (25 of 30) presented a behaviour therapy intervention, often based on an existing framework (e.g., CBT, behaviour activation). 10 studies incorporated digital health in their programme design, including electronic/computerised versions of behaviour therapy interventions and messaging services to allow participants to contact facilitators for support. Intervention outcomes were assessed using pre-existing validated tools such as Beck Depression Inventory-II (BDI-II) and the 12-item Discrimination and Stigma scale (DISC-12), often adapted to the local context. Mental health literacy outcomes included social support, self-efficacy and cognitive re-appraisal. 25 studies reported statistically significant improvements in mental health outcomes following intervention, compared to baseline and/or usual care. Outcomes were generally assessed over short follow-up durations of ≤6 months. Conclusion: These findings demonstrate the potential for public health interventions, enabled by digital health, to improve mental health literacy and outcomes in LMICs. Other considerations for programme design included adaptation of pre-existing intervention frameworks and use of validated tools to evaluate outcomes. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD42024579598.

Indexed as

Health LiteracyMental HealthPublic HealthResource-Limited SettingsAdolescentAdultDeveloping CountriesHumansMajor Depressive DisorderMental DisordersSchizophreniaYoung Adultdepressionintervention designmental healthmental health literacyschizophreniasystematic reviewyoung people

Identifiers

PMID42311980
PMCPMC13269096

What Socratic 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 Socratic graph.