Evidence map›Paper›PMID 41653407›Full record

ArticleEuropean journal of public health2026

Local authority variation in school-recorded special educational needs and disability provision in Year 1 among children born in England, 2003-13.

Kate M Lewis, Vincent G Nguyen, Ruth Gilbert, Bianca De Stavola, Lorraine Dearden, Ayana Cant, Johnny Downs, Laura Gimeno, William Farr, Tamsin Ford and 11 more

Abstract read
In one paragraph

Article in European journal of public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

21 authors.

Kate M LewisGreat Ormond Street Institute of Child Health, University College London, London, United Kingdom.ORCID 0000-0003-1148-1017
Vincent G NguyenGreat Ormond Street Institute of Child Health, University College London, London, United Kingdom.
Ruth GilbertGreat Ormond Street Institute of Child Health, University College London, London, United Kingdom.ORCID 0000-0001-9347-2709
Bianca De StavolaGreat Ormond Street Institute of Child Health, University College London, London, United Kingdom.
Lorraine DeardenSocial Research Institute, University College London, London, United Kingdom.
Ayana Cant
Johnny Downs
Laura Gimeno
William Farr
Tamsin Ford
Katie Harron
Matthew Lilliman
Stuart Logan
Jacob Matthews
Jugnoo Rahi
Jennifer Saxton
Isaac Winterburn We Thank Ruth Blackburn
Milagros Ruiz
Matthew Jay
Antony Stone
Farzan Ramzan

Funding

ADR UK (Administrative Data Research UK), an Economic and Social Research Council (part of UK Research and Innovation) programme ES/V000977/1, ES/X003663/1, and ES/X000427/1National Institute for Health Research (NIHR) under its Programme Grants for Applied Research Programme NIHR202025NIHR Senior Investigator award
6 · The paper itself

Abstract

Evidence of disparities in special educational needs and disability (SEND) provision at local authority (LA) level in England is needed to guide policies for equitable provision. We described LA-level variation in recorded SEND provision using linked health-education records. We used linked hospital-primary school records (ECHILD - Education and Child Health Insights from Linked Data) to create a cohort of 3 729 265 children born in England between 2003/04-2012/13. LA of pupil's residential address and SEND provision [SEND support or Educational Health and Care Plan (EHCP)] were defined at Year 1 (5/6 years old). We compared single-level and multilevel logistic models, adjusting for individual-level sociodemographic, health indicators, and school governance, and stratifying by gestational age. In further multilevel models, we added LA characteristics. After accounting for individual-level characteristics, there was between 2.0% (SEND support compared with no SEND provision) and 5.8% (EHCPs compared with SEND support) residual unexplained variation between LAs across gestational age groups. Adding LA-level income deprivation reduced the between-LA variance for EHCPs by 14%-24% across gestational age groups; less so for other LA characteristics. Under 6% of the differences in school-recorded SEND provision in Year 1 between 2009/10 and 2018/19 was associated with the LA context. We need to carefully disentangle structural factors at the school and individual level to understand inequities in recorded SEND provision.

Indexed as

Children with DisabilitiesEducation, SpecialSchoolsChildChild, PreschoolEnglandFemaleHealthcare DisparitiesHumansMaleSocioeconomic Disparities in HealthSocioeconomic Factors

Identifiers

PMID41653407
PMCPMC13064508

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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.