SynthesisJournal of the American Academy of Child and Adolescent Psychiatry2015
Cognitive training for attention-deficit/hyperactivity disorder: meta-analysis of clinical and neuropsychological outcomes from randomized controlled trials.
Synthesis in Journal of the American Academy of Child and Adolescent Psychiatry, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT03502239 (Cognitive Rehabilitation), which is not on this map. Cited by 222 papers, 24 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.
Cognitive Rehabilitation (Mega Team) and Its Effects on Emotional and Behavioral Regulation in ADHD, ASD, and CHD
Who cites it
222 citing papers in PubMed, 24 syntheses or guidelines pooled it, 613 citations in OpenAlex.
- Effect of Digital Technology-Based Interventions on Core Symptoms and Cognitive Function in Children With Attention-Deficit/Hyperactivity Disorder: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- Effectiveness of different digital interventions on symptoms for children and adolescents with attention-deficit/hyperactivity disorder: a network meta-analysis.Frontiers in psychiatry · 2026Pooled it
- Effects of VR interventions on pediatric ADHD: a systematic review, meta-analysis and exploratory machine-learning analysis.Frontiers in psychiatry · 2026Pooled it
- Effects of Six Types of Exercise Interventions on Inhibitory Control, Executive Function, and Gross Motor Skills in Children With ADHD: A Network Meta-Analysis of 26 Randomized Controlled Trials.Brain and behavior · 2025Pooled it
- Identifying Key Predictors of Mid-Childhood Obesity in a Population-Based Cohort Study: An Evidence Synthesis and Predictive Modeling Study.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Pooled it
- Cognitive Remediation for Adolescents With Mental Health Disorders: A Systematic Review and Meta-Analysis.Early intervention in psychiatry · 2025Pooled it
- Neurofeedback for Attention-Deficit/Hyperactivity Disorder: A Systematic Review and Meta-Analysis.JAMA psychiatry · 2025Pooled it
- Comparative efficacy of non-invasive brain stimulation for attention-deficit/hyperactivity disorder: a systematic review and network meta-analysis.Frontiers in neurology · 2025Pooled it
- Can we enhance working memory? Bias and effectiveness in cognitive training studies.Psychonomic bulletin & review · 2024Pooled it
- Adherence, frequency, and long-term follow-up of video game-based treatments in patients with attention-deficit/hyperactivity disorder: A systematic review.Brain and behavior · 2023Pooled it
- Computerized cognitive training in attention-deficit/hyperactivity disorder (ADHD): a meta-analysis of randomized controlled trials with blinded and objective outcomes.Molecular psychiatry · 2023Pooled it
- Web-based psychoeducational interventions for managing cognitive impairment-a systematic review.Frontiers in neurology · 2023Pooled it
- Efficacy of neurostimulation across mental disorders: systematic review and meta-analysis of 208 randomized controlled trials.Molecular psychiatry · 2022Pooled it
- Exploring the Effects of Pharmacological, Psychosocial, and Alternative/Complementary Interventions in Children and Adolescents With Attention-Deficit/Hyperactivity Disorder: Meta-Regression Approach.The international journal of neuropsychopharmacology · 2021Pooled it
- Do cognitive interventions for preschoolers improve executive functions and reduce ADHD and externalizing symptoms? A meta-analysis of randomized controlled trials.European child & adolescent psychiatry · 2021Pooled it
- The Effects of Combined Physical and Cognitive Training on Inhibitory Control: A Systematic Review and Meta-Analysis.Neuroscience and biobehavioral reviews · 2021Pooled it
- Noninvasive brain stimulation in children and adults with attention-deficit/hyperactivity disorder: a systematic review and meta-analysis.Journal of psychiatry & neuroscience : JPN · 2021Pooled it
- Effectiveness of Computerized Cognitive Training Programs (CCTP) with Game-like Features in Children with or without Neuropsychological Disorders: a Meta-Analytic Investigation.Neuropsychology review · 2020Pooled it
- Review of the Neural Processes of Working Memory Training: Controlling the Impulse to Throw the Baby Out With the Bathwater.Frontiers in psychiatry · 2020Pooled it
- Effects of neurofeedback versus methylphenidate for the treatment of ADHD: systematic review and meta-analysis of head-to-head trials.Evidence-based mental health · 2019Pooled it
162 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
13 authors at 9 institutions in 8 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveThe authors performed meta-analyses of randomized controlled trials to examine the effects of cognitive training on attention-deficit/hyperactivity disorder (ADHD) symptoms, neuropsychological deficits, and academic skills in children/adolescents with ADHD.
methodThe authors searched Pubmed, Ovid, Web of Science, ERIC, and CINAHAL databases through May 18, 2014. Data were aggregated using random-effects models. Studies were evaluated with the Cochrane risk of bias tool.
resultsSixteen of 695 nonduplicate records were analyzed (759 children with ADHD). When all types of training were considered together, there were significant effects on total ADHD (standardized mean difference [SMD] = 0.37, 95% CI = 0.09-0.66) and inattentive symptoms (SMD = 0.47, 95% CI = 0.14-0.80) for reports by raters most proximal to the treatment setting (i.e., typically unblinded). These figures decreased substantially when the outcomes were provided by probably blinded raters (ADHD total: SMD = 0.20, 95% CI = 0.01-0.40; inattention: SMD = 0.32, 95% CI = -0.01 to 0.66). Effects on hyperactivity/impulsivity symptoms were not significant. There were significant effects on laboratory tests of working memory (verbal: SMD = 0.52, 95% CI = 0.24-0.80; visual: SMD = 0.47, 95% CI = 0.23-0.70) and parent ratings of executive function (SMD = 0.35, 95% CI = 0.08-0.61). Effects on academic performance were not statistically significant. There were no effects of working memory training, specifically on ADHD symptoms. Interventions targeting multiple neuropsychological deficits had large effects on ADHD symptoms rated by most proximal assessors (SMD = 0.79, 95% CI = 0.46-1.12).
conclusionDespite improving working memory performance, cognitive training had limited effects on ADHD symptoms according to assessments based on blinded measures. Approaches targeting multiple neuropsychological processes may optimize the transfer of effects from cognitive deficits to clinical symptoms.
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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.