SynthesisEuropean child & adolescent psychiatry2019
Sustained effects of neurofeedback in ADHD: a systematic review and meta-analysis.
Synthesis in European child & adolescent psychiatry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07149974 (Developing an EEG-fNIRS Neurofeedback Application for Brain Training for Autistic Children), which is not on this map. Cited by 122 papers, 14 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.
Developing an EEG-fNIRS Neurofeedback Application for Brain Training for Autistic Children
Who cites it
122 citing papers in PubMed, 14 syntheses or guidelines pooled it.
- The Efficacy of Virtual Reality-Based EEG Neurofeedback in Health-Related Symptoms Relief: A Systematic Review.Applied psychophysiology and biofeedback · 2025Pooled it
- Neurofeedback training for executive function in ADHD children: a systematic review and meta-analysis.Scientific reports · 2025Pooled it
- Brain computer interfaces for cognitive enhancement in older people - challenges and applications: a systematic review.BMC geriatrics · 2025Pooled it
- Systematic review and meta-analysis of the relationships between real-time neurofeedback training parameters and acquisition of neural modulation.Frontiers in human neuroscience · 2025Pooled it
- Effects of game-based digital therapeutics on attention deficit hyperactivity disorder in children and adolescents as assessed by parents or teachers: a systematic review and meta-analysis.European child & adolescent psychiatry · 2024Pooled it
- Mapping the evolution of neurofeedback research: a bibliometric analysis of trends and future directions.Frontiers in human neuroscience · 2024Pooled it
- The Effects of Theta/Beta-based Neurofeedback Training on Attention in Children with Attention Deficit Hyperactivity Disorder: A Systematic Review and Meta-analysis.Child psychiatry and human development · 2023Pooled it
- Additive effects of EEG neurofeedback on medications for ADHD: a systematic review and meta-analysis.Scientific reports · 2022Pooled it
- A pilot meta-analysis on self-reported efficacy of neurofeedback for adolescents and adults with ADHD.Scientific reports · 2022Pooled it
- Is There Evidence for the Specificity of Closed-Loop Brain Training in the Treatment of Internalizing Disorders? A Systematic Review.Frontiers in neuroscience · 2022Pooled it
- How standardized are "standard protocols"? Variations in protocol and performance evaluation for slow cortical potential neurofeedback: A systematic review.Frontiers in human neuroscience · 2022Pooled it
- The efficacy of real-time functional magnetic resonance imaging neurofeedback for psychiatric illness: A meta-analysis of brain and behavioral outcomes.Neuroscience and biobehavioral reviews · 2021Pooled it
- The Potential of Functional Near-Infrared Spectroscopy-Based Neurofeedback-A Systematic Review and Recommendations for Best Practice.Frontiers in neuroscience · 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
- Effects of Mobile Neurofeedback on Theta-Gamma Coupling and Clinical Outcomes in Children with ADHD: A Double-Blind, Sham-Controlled Randomized Clinical Trial.Neuropsychiatric disease and treatment · 2025Trial
- Brain regulation training improves emotional competences in patients with alcohol use disorder.Social cognitive and affective neuroscience · 2024Trial
- A randomized controlled study of remote computerized cognitive, neurofeedback, and combined training in the treatment of children with attention-deficit/hyperactivity disorder.European child & adolescent psychiatry · 2023Trial
- Cognitive markers for efficacy of neurofeedback for attention-deficit hyperactivity disorder - personalized medicine using computational psychiatry in a randomized clinical trial.Journal of clinical and experimental neuropsychology · 2023Trial
- Exploring electroencephalographic infraslow neurofeedback treatment for chronic low back pain: a double-blinded safety and feasibility randomized placebo-controlled trial.Scientific reports · 2023Trial
- Neural and behavioral adaptations to frontal theta neurofeedback training: A proof of concept study.PloS one · 2023Trial
62 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Neurofeedback (NF) has gained increasing interest in the treatment of attention-deficit/hyperactivity disorder (ADHD). Given learning principles underlie NF, lasting clinical treatment effects may be expected. This systematic review and meta-analysis addresses the sustainability of neurofeedback and control treatment effects by considering randomized controlled studies that conducted follow-up (FU; 2-12 months) assessments among children with ADHD. PubMed and Scopus databases were searched through November 2017. Within-group and between-group standardized mean differences (SMD) of parent behavior ratings were calculated and analyzed. Ten studies met inclusion criteria (NF: ten studies, N = 256; control: nine studies, N = 250). Within-group NF effects on inattention were of medium effect size (ES) (SMD = 0.64) at post-treatment and increased to a large ES (SMD = 0.80) at FU. Regarding hyperactivity/impulsivity, NF ES were medium at post-treatment (SMD = 0.50) and FU (SMD = 0.61). Non-active control conditions yielded a small significant ES on inattention at post-treatment (SMD = 0.28) but no significant ES at FU. Active treatments (mainly methylphenidate), had large ES for inattention (post: SMD = 1.08; FU: SMD = 1.06) and medium ES for hyperactivity/impulsivity (post: SMD = 0.74; FU: SMD = 0.67). Between-group analyses also revealed an advantage of NF over non-active controls [inattention (post: SMD = 0.38; FU: SMD = 0.57); hyperactivity-impulsivity (post: SMD = 0.25; FU: SMD = 0.39)], and favored active controls for inattention only at pre-post (SMD = - 0.44). Compared to non-active control treatments, NF appears to have more durable treatment effects, for at least 6 months following treatment. More studies are needed for a properly powered comparison of follow-up effects between NF and active treatments and to further control for non-specific effects.
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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.