Evidence map›Paper›PMID 40668838›Full record

ArticlePloS one2025

The impact of early special educational needs provision on later hospital admissions, school absence and education attainment: A target trial emulation study of children with isolated cleft lip and/or palate.

Vincent Nguyen, Kate Lewis, Ruth Gilbert, Bianca De Stavola, Lorraine Dearden

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Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

2 citing papers in PubMed.

  1. Observational
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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.

Vincent NguyenUniversity College London Great Ormond Street Institute of Child Health, London, United Kingdom.ORCID https://orcid.org/0000-0002-9776-6242
Kate LewisUniversity College London Great Ormond Street Institute of Child Health, London, United Kingdom.ORCID https://orcid.org/0000-0003-1148-1017
Ruth GilbertUniversity College London Great Ormond Street Institute of Child Health, London, United Kingdom.
Bianca De StavolaUniversity College London Great Ormond Street Institute of Child Health, London, United Kingdom.
Lorraine DeardenUniversity College London Social Research Institute, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSpecial educational needs (SEN) provision is designed to help pupils with additional educational, behavioural or health needs. Our aim was to assess the impact of early SEN provision on health and educational outcomes for a well-defined population, pupils with cleft lip and/or cleft palate (CLP) without additional anomalies.

methodsWe used the ECHILD database, which links educational and health records across England. Our target population consisted of children with a recorded diagnosis of CLP without other major congenital anomalies in hospital admission records in ECHILD. We applied a trial emulation framework to define eligibility into our study and investigate the causal impact of SEN provision in the first year of compulsory school (Year 1 - age five/six years) on various health and educational outcomes accumulated by the end of primary education (Year 6 - age ten/eleven years). SEN provision was categorised as: None, SEN Support, and Education and Health Care Plan (EHCP). The outcomes were: unplanned hospital utilisation, medical and unauthorised school absences, persistent absences, and standardised key stage 1 (KS1) and key stage 2 (KS2) mathematics attainment scores. To account for confounding factors affecting the observed associations and estimate the causal effects of early SEN provision on these outcomes, we used three estimating approaches: propensity score-based methods (inverse probability weighting, [IPW]), g-computation, and augmented IPW (AIPW). Causal effects were measured in terms of average treatment effects (ATE) and average treatment effects on the treated (ATT), expressed as rate ratios (RaR) for hospitalisations and absences, risk ratios (RiR) for persistent absences, and mean differences (Δ) for academic scores. Missing values of the confounders were handled via the missing covariate indicator method. We triangulated these results with those obtained by univariable and multivariable regression.

resultsOur study included 6,601 children with CLP and without additional major congenital anomalies. Evaluations involving EHCP were limited by the low numbers of comparative children. Thus, only comparisons of SEN Support (N = 2,009, 31.6%) versus None (N = 4,350, 68.4%) are reported. Observed rates of unplanned hospitalisation (RaRcrude = 1.31, 95% confidence interval (CI): 1.12, 1.52), persistent absence (RiRcrude = 2.21 (1.87, 2.62)) and medical absence (RaRcrude = 1.34 (1.28, 1.40)) were higher amongst children with recorded SEN support, whilst KS1 and KS2 maths scores were lower (Δ crude = -0.85 (-0.90, -0.79) and Δ crude = -0.82 (-0.89, -0.75), respectively). Contrary to the observed relative rates and risks, we found small or no evidence of a causal effect of SEN Support on unplanned hospitalisation (ATE: RaRIPW = 1.16 (1.00, 1.34), RaRg = 0.99 (0.87, 1.12); RaRIAPW = 1.02 (0.87, 1.17) or persistent absences (ATE: RiRIPW = 1.13 (0.92, 1.34); RiRg = 1.08 (0.86, 1.31); RiRAIPW = 1.20 (0.96, 1.45)). We found that SEN support increased rates of medical absences (ATE: RaRIPW = 1.10 (1.04, 1.18); RaRg = 1.09 (1.03, 1.15); RaRAIPW = 1.04 (0.95, 1.13)), decreased those of unauthorised absences (RaRIPW = 0.86 (0.76, 0.97); RaRg = 0.98 (0.86, 1.09); RaRAIPW = 0.80 (0.66, 0.95)) and decreased - but not as extensively as the crude differences suggested- KS1 (ATE: Δ IPW = -0.18 (-0.25, -0.10); Δ g = -0.21 (-0.26, -0.16); Δ AIPW = -0.25 (-0.32, -0.17)) and KS2 maths scores (ATE: Δ IPW = -0.24 (-0.33, -0.15); Δ g = -0.27 (-0.33, -0.21); Δ AIPW = -0.24 (-0.32, -0.17)). Results for the ATT for each of these outcomes were similar to those for the ATE, indicating no observable evidence of heterogeneity of effects by treatment received. Sensitivity analyses confirmed the robustness of these results. DISCUSSION: In the population of children with CLP without further major congenital anomalies, assignment to receive or not receiving early SEN Support appears to have no harmful impact on the rates of unplanned hospitalisation or persistent absences, but to increase rates of medical absences, whilst reducing rates of unauthorised absences. For the sub-populations of children with key stage results, such hypothetical intervention does not appear to completely reduce the observed disadvantage in KS1 and KS2 mathematics scores. These results relate to the impact of the intention to intervene not the actual delivery of actual SEN Support provision as this information is not available in school administrative records. Furthermore, we cannot discount the impact of unaccounted confounding factors, such as parental education and early home learning environments, particularly for the education attainment results.

Indexed as

Cleft LipCleft PalateEducation, SpecialHospitalizationAbsenteeismChildChild, PreschoolEducational StatusEnglandFemaleHumansMaleSchools

Identifiers

PMID40668838
PMCPMC12266429

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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.