SynthesisHealth technology assessment (Winchester, England)2020
Interventions based on early intensive applied behaviour analysis for autistic children: a systematic review and cost-effectiveness analysis.
Synthesis in Health technology assessment (Winchester, England), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 6 of them syntheses that pooled 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.
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.
Who cites it
30 citing papers in PubMed, 6 syntheses or guidelines pooled it, 70 citations in OpenAlex.
- The Views of Autistic Adults on Early Autism Interventions: A Mixed-Methods Systematic Literature Review.Autism : the international journal of research and practice · 2026Pooled it
- Efficacy of very early interventions on neurodevelopmental outcomes for infants and toddlers at increased likelihood of or diagnosed with autism: A systematic review and meta-analysis.Autism research : official journal of the International Society for Autism Research · 2023Pooled it
- Pooled it
- The use of social robots with children and young people on the autism spectrum: A systematic review and meta-analysis.PloS one · 2022Pooled it
- Intensive behavioural interventions based on applied behaviour analysis for young children with autism: An international collaborative individual participant data meta-analysis.Autism : the international journal of research and practice · 2021Pooled it
- A Systematic Review of the MDMA Model to Address Social Impairment in Autism.Current neuropharmacology · 2021Pooled it
- Article
- Perceived Implementation of Applied Behavior Analysis Techniques Among Teachers of Students with Autism Spectrum Disorder in Qatar.Behavioral sciences (Basel, Switzerland) · 2026Article
- Disparities in Receipt of Early Intervention Services by Toddlers with Autism Diagnoses: an Intersectional Latent Class Analysis of Demographic Factors.Journal of autism and developmental disorders · 2026Article
- Effective Interventions in the Treatment of Self-Harming Behavior in Children and Adolescents with Autism Spectrum Disorder: A Review.Children (Basel, Switzerland) · 2025Review
- Review
- Multi-level treatment outcome evaluation in adolescents with autism spectrum disorder.Child and adolescent psychiatry and mental health · 2025Article
- Sedation rates of patients with autism spectrum disorder in the emergency department: a case-matched cohort study.Frontiers in psychiatry · 2025Article
- Economic evaluation of caregiver interventions for children with developmental disabilities: A scoping review.PLOS global public health · 2025Article
- Article
- Comparative Effects of Applied Behavior Analysis on Male and Female Individuals With Autism Spectrum Disorder.Cureus · 2024Article
- Article
- Article
- Behavioral Interventions for Autism Spectrum Disorder: A Brief Review and Guidelines With a Specific Focus on Applied Behavior Analysis.Journal of the Korean Academy of Child and Adolescent Psychiatry · 2024Article
- Applying a user-centred design machine learning toolkit to an autism spectrum disorder use case.BMJ health & care informatics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundEarly intensive applied behaviour analysis-based interventions are intensive interventions for autistic children that are often delivered on a one-to-one basis for 20-50 hours per week.
objectivesTo evaluate the clinical effectiveness and cost-effectiveness of early intensive applied behaviour analysis-based interventions for autistic children, based on current evidence.
methodsA systematic review and individual participant data meta-analysis were conducted to evaluate the clinical effectiveness of an early intensive applied behaviour analysis-based intervention for autistic children. An economic analysis included a review of existing analyses and the development of a new model.
resultsTwenty studies were included in the clinical review. Individual participant data were retrieved from 15 of these studies. Results favoured the interventions when assessing adaptive behaviour after 2 years compared with treatment as usual/eclectic interventions (mean difference 7.00, 95% confidence interval 1.95 to 12.06). In analyses of cognitive ability (intelligence quotient), results favoured the interventions by approximately 10 points after 1 year (mean difference 9.16, 95% confidence interval 4.38 to 13.93) and 2 years (mean difference 14.13, 95% confidence interval 9.16 to 19.10). Evidence for other outcomes was limited and meta-analyses were generally inconclusive. There was no evidence that the effect of the interventions varied with characteristics of the children, but data were limited. Adopting a £30,000 per quality-adjusted life-year threshold, the results of the cost-effectiveness analysis indicate that early intensive applied behaviour analysis-based interventions would need to generate larger benefits or cost savings to be cost-effective. Adopting a public sector perspective and making pessimistic assumptions about long-term effects, the incremental cost-effectiveness ratio for early intensive applied behaviour analysis-based therapy compared with treatment as usual is £189,122 per quality-adjusted life-year. When optimistic assumptions are made, the incremental cost-effectiveness ratio is £46,768 per quality-adjusted life-year. Scenario analyses indicated that these interventions can potentially be cost-effective if long-term improvements persist into adulthood, or if they have significant impact on educational placement. Care should be taken when interpreting these scenarios owing to the limited data. LIMITATIONS: All included studies were at risk of bias, there was substantial heterogeneity and effects varied considerably across studies. The effect of intervention on autism symptom severity, language development and school placement remains uncertain because of the limited data. The long-term effects are unclear owing to a lack of follow-up data.
conclusionsThis review found limited evidence that early intensive applied behaviour analysis-based interventions may improve cognitive ability and adaptive behaviour, but the long-term impact of the interventions remains unknown. The economic analysis is constrained by the limited effectiveness evidence, but suggests that these interventions are unlikely to be cost-effective unless clear long-term benefits, or a substantial change in which schools children attend, can be identified. FUTURE WORK: Further studies into the effectiveness of early intensive applied behaviour analysis-based interventions may be warranted if they include well-defined, alternative interventions as comparators and collect relevant outcomes. Consideration should be given to future studies that not only address whether or not early intensive applied behaviour analysis-based interventions are clinically effective, but also aim to identify which components of early intensive applied behaviour analysis-based interventions might drive effectiveness. STUDY REGISTRATION: This study is registered as PROSPERO CRD42017068303.
fundingThis project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in
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Registered trials
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.