ArticleEClinicalMedicine2023
The efficacy of physical exercise interventions on mental health, cognitive function, and ADHD symptoms in children and adolescents with ADHD: an umbrella review.
Article in EClinicalMedicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 8 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
28 citing papers in PubMed, 8 syntheses or guidelines pooled it, 50 citations in OpenAlex.
- Intervention effects of long-term exercise on executive function in children and adolescents with attention-deficit hyperactivity disorder: a three-level meta-analysis of randomised controlled trials.Journal of global health · 2026Pooled it
- Effects of exercise on anxiety and psychiatric comorbidities in children with autism spectrum disorder: a systematic review and meta-analysis.Frontiers in psychiatry · 2026Pooled it
- Pooled it
- Impact of structured physical activity on youth's mental health: A review of umbrella reviews.The International journal of social psychiatry · 2025Pooled it
- Optimal exercise intensity for improving executive function in patients with attention deficit hyperactivity disorder: systematic review and network meta-analysis.European child & adolescent psychiatry · 2025Pooled it
- Comparative effects of exercise type and dose on depression in children and adolescents: a network meta-analysis.Frontiers in psychology · 2025Pooled it
- Effects of exercise on cognitive function in children and adolescents with overweight or obesity: a systematic review and meta-analysis of randomized controlled trials.Frontiers in public health · 2025Pooled it
- A systematic review and meta-analysis on the ocular characteristics in children and adolescents with neurodevelopmental disorders.Scientific reports · 2023Pooled it
- Effects of acute physical activity on interference control in children with and without ADHD: a crossover ERP study from the Break4Brain project.Journal of neural transmission (Vienna, Austria : 1996) · 2026Trial
- The effects of physical activity on mental health in adolescents with attention-deficit hyperactivity disorder: a randomized controlled trial.The international journal of behavioral nutrition and physical activity · 2025Trial
- Effects of Inline Skating Exercise on Symptoms, Executive Functions, and Motor Proficiency in Children With ADHD: A Randomized Controlled Trial.Occupational therapy international · 2025Trial
- Modernizing behavioral parent training program for ADHD with mHealth strategies, telehealth groups, and health behavior curriculum: a randomized pilot trial.Journal of pediatric psychology · 2024Trial
- Effects of Physical Activity Interventions on Cognitive Flexibility in Children with ADHD: A Systematic Review.Sports (Basel, Switzerland) · 2026Review
- Acute and Chronic Effects of Aerobic Exercise on Motor Inhibition and Cortical Excitability in Adolescents With Attention Deficit Hyperactivity Disorder.Brain and behavior · 2026Article
- High-Intensity Virtual Reality Exergaming for Adolescents With Attention-Deficit/Hyperactivity Disorder: Protocol for a Randomized Clinical Trial.JMIR research protocols · 2026Article
- The multiple mediating effects of emotional distress and inhibitory control between physical activity and adolescent internet addiction.Scientific reports · 2026Article
- Exercise Interventions and Attentional Performance in Children and Adolescents: Evidence from Randomized Controlled Trials.Sports (Basel, Switzerland) · 2026Review
- Efficacy of exercise interventions for executive function in children with ADHD: What is the current verdict?Pediatric research · 2026Article
- Evaluating large language models for ADHD education: A comparative study of ChatGPT 5, DeepSeek V3, and Grok 4.PloS one · 2026Article
- The neuro-immuno-metabolic axis of exercise: a unified mechanistic framework for exercise-induced cognitive enhancement and psychological resilience.Frontiers in psychology · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: A considerable number of published reviews have addressed the effects of physical exercise on mental health, cognitive function, or attention-deficit hyperactivity (ADHD) symptoms as outcomes in children and adolescents with ADHD. Their findings have often conflicted, therefore, there is an urgent need to synthesise a hierarchy of the evidence and examine the credibility of previous meta-analyses. To establish the robustness of these findings, we conducted an additional meta-analysis on a number of individual studies that were not covered in previous reviews but were suitable for inclusion in our own study. Methods: Three reviewers independently searched Web of Science, Psych INFO, Embase, Cochrane Library, PubMed, SPORTDiscus, and Cumulative Index to Nursing and Allied Health Literature (CINAHL) for meta-analyses published between database inceptions to December 1, 2022. The individual studies were also screened from 1 January 2015 to 1 December 2022. We included meta-analyses and eligible individual studies that addressed the effects of exercise on at least one outcome of mental health, cognitive function, or ADHD symptoms in children and adolescents with ADHD. We excluded systematic reviews and articles that lacked sufficient data for a meaningful second analysis. The effect estimates (Hedges' g), 95% confidence interval (95% CI), 95% prediction interval (95% PI), small study effects, and excess significance bias were calculated. Finally, we categorised the meta-analyses based on the credibility of the evidence criteria and their quality using a Measurement Tool to Assess Systematic Reviews 2 checklist. This umbrella review was registered with PROSPERO, CRD42022361331. Findings: Of 181 listed review articles and 60 individual papers, 10 reviews and 12 individual articles were included in the meta-analyses. This yielded 37 meta-analyses based on 106 study estimates. Evidence was highly suggestive for the effectiveness of exercise (class II) for improving inattention (G = 0.92, 95% CI: 0.44-1.39, 95%), inhibitory control (G = 0.82, 95% CI: 0.52-1.13), and cognitive flexibility (G = 0.52, 95% CI: 0.32-0.72). However, evidence for the effectiveness of exercise on emotional, social, and working memory outcomes was weak, and these results were not significant for hyperactivity and behavioural functioning. Interpretation: Improvement of cognitive flexibility, inhibitory control, and inattention in children and adolescents with ADHD was highly suggested by exercise interventions. However, results were weak for other outcomes (emotional functioning, social functioning, and working memory). Further high-quality randomised controlled trials are, therefore, warranted to determine the effectiveness of exercise on weak outcomes. Funding: None.
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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.