Early 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.To evaluate the clinical effectiveness and cost-effectiveness of early intensive applied behaviour analysis-based interventions for autistic children, based on current evidence.A 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.Twenty 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.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.This 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.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.This study is registered as PROSPERO CRD42017068303.This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full inAutism is a lifelong condition that affects how people understand the world and interact with others. Early intensive applied behaviour analysis-based interventions are an approach designed to help young (preschool) autistic children. This approach is often delivered on a one-to-one basis, for 20–50 hours per week, over a period of several years. This project obtained and analysed the original data from studies of early intensive applied behaviour analysis-based interventions, to determine whether or not these interventions are beneficial. It also investigated whether or not the interventions represent good value for money. The results suggest that early intensive applied behaviour analysis-based interventions may improve children’s intelligence, communication, social and life skills more than standard approaches. However, some results could be inaccurate or incorrect, and there was no evidence about other important outcomes, such as the severity of autism and where children went to school. Most studies lasted for around 2 years, which means that it is not known if early intensive applied behaviour analysis-based interventions have meaningful long-term benefits. It was not possible to fully assess whether or not these interventions provided value for money, as the benefits of early intensive applied behaviour analysis-based interventions were unclear, although the available evidence suggested that they did not. Early intensive applied behaviour analysis-based interventions may, however, provide value for money if their effects were to last into adulthood, or if receiving early intensive applied behaviour analysis had a large impact on the type of school children attended. Future studies of early interventions may be helpful, but should consider looking at which components of early applied behaviour analysis-based interventions are the most important, rather than at whether or not they work better than other interventions. Future studies should also follow best current research practice and evaluate outcomes that matter to autistic people and their families.