Evidence map›Paper›PMID 41815771›Full record

ArticleJCPP advances2026

Characterising the classes of children and young people with mental health concerns based on reported service contact.

Frances Mathews, Chris Playford, Obioha C Ukoumunne, Tamsin J Ford, Tamsin Newlove-Delgado

Abstract read
In one paragraph

Article in JCPP advances, 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.

Frances MathewsUniversity of Exeter Medical School Exeter Devon UK.ORCID https://orcid.org/0000-0002-1314-4607
Chris PlayfordSociology, Philosophy and Anthropology University of Exeter Exeter Devon UK.
Obioha C UkoumunneNIHR Applied Research Collaboration South West Peninsula Department of Health and Community Sciences Faculty of Health and Life Sciences University of Exeter Exeter Devon UK.
Tamsin J FordSchool of Clinical Medicine Department of Psychiatry University of Cambridge Cambridge UK.ORCID https://orcid.org/0000-0001-5295-4904
Tamsin Newlove-DelgadoUniversity of Exeter Medical School Exeter Devon UK.ORCID https://orcid.org/0000-0002-5192-3724

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Exploring the similarities and differences of mental health-based service contact behaviours for children and young people (CYP) and associated characteristics will allow for distinct analysis of identified groups, and inform both current support pathways alongside more focussed targeted intervention strategies. Methods: Using data from the Mental Health of CYP in England Survey, 2017, we fitted latent class analysis models to identify classes of CYP based on the type of service contact they received. Analysis was stratified by educational stage (aged 5-10, 11-16 and 17-19 years) owing to different help-seeking pathways. Results: For each educational stage, the four-class model was the best fit. Latent classes for children aged 5-10 years included, No Services, Community Services, Nonmedical Services, Contact all services. Children and young people reported different patterns of class membership by gender and ethnic group. Similar latent classes were identified for YP aged 11-16 years including: No Services, Nonmedical Services, Community Services, and Contact all services, however, stronger patterns of contact were found for nonmedical compared to community services. For those aged 17-19 years, classes included: No Services, Nonmedical Services, Specialised Services and Community and Health Services. Young people in the Specialist Service class had higher probabilities of being white/other compared to Black/Asian/Mixed/Other. Conclusion: CYP show different patterns of service contact across educational stages, with gender and ethnic disparities. Our findings could inform models of help, and support those designing and commissioning services to refocus and review where funding is best placed.

Indexed as

childrenlatent class analysismental healthyoung people

Identifiers

PMID41815771
PMCPMC12973121

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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.