Nguyen Vincent G, Lewis Kate M, Gilbert Ruth, Dearden Lorraine, De Stavola Bianca
Institute of Child Health, University College London, London, England, WC1N 1EH, UK.
Social Research Institute, University College London, London, England, WC1H 0AL, UK.
NIHR Open Res. 2023 Oct 24;3:54. doi: 10.3310/nihropenres.13472.1. eCollection 2023.
Special educational needs (SEN) provision is designed to help pupils with additional educational, behavioural or health needs; for example, pupils with cleft lip and/or palate may be offered SEN provision to improve their speech and language skills. Our aim is to contribute to the literature and assess the impact of SEN provision on health and educational outcomes for a well-defined population.
We will use the ECHILD database, which links educational and health records across England. Our target population consists of children identified within ECHILD to have a specific congenital anomaly: isolated cleft lip and/or palate. We will apply a trial emulation framework to reduce biases in design and analysis of observational data to investigate the causal impact of SEN provision (including none) by the start of compulsory education (Year One - age five year on entry) on the number of unplanned hospital utilisation and school absences by the end of primary education (Year Six - age ten/eleven). We will use propensity score-based estimators (inverse probability weighting (IPW) and IPW regression adjustment IPW) to compare categories of SEN provision in terms of these outcomes and to triangulate results obtained using complementary estimation methods (Naïve estimator, multivariable regression, parametric g-formula, and if possible, instrumental variables), targeting a variety of causal contrasts (average treatment effect/in the treated/in the not treated) of SEN provision.
This study will evaluate the impact of reasonable adjustments at the start of compulsory education on health and educational outcomes in the isolated cleft lip and palate population by triangulating complementary methods under a target-trial framework.
特殊教育需求(SEN)服务旨在帮助有额外教育、行为或健康需求的学生;例如,唇腭裂学生可能会获得SEN服务以提高其言语和语言技能。我们的目标是丰富相关文献,并评估SEN服务对特定人群健康和教育成果的影响。
我们将使用ECHILD数据库,该数据库连接了英格兰各地的教育和健康记录。我们的目标人群是在ECHILD中被确定患有特定先天性异常的儿童:孤立性唇裂和/或腭裂。我们将应用试验模拟框架来减少观察性数据设计和分析中的偏差,以研究在义务教育开始时(一年级——入学时五岁)提供SEN服务(包括不提供)对小学教育结束时(六年级——十岁/十一岁)计划外住院次数和缺课情况的因果影响。我们将使用基于倾向评分的估计方法(逆概率加权法(IPW)和IPW回归调整法IPW)来比较不同SEN服务类别在这些结果方面的差异,并对使用补充估计方法(朴素估计法、多变量回归、参数化g公式,以及如有可能,工具变量法)获得的结果进行三角验证,针对SEN服务的各种因果对比(平均治疗效果/治疗组/未治疗组)。
本研究将通过在目标试验框架下对补充方法进行三角验证,评估义务教育开始时的合理调整对孤立性唇腭裂人群健康和教育成果的影响。