ReviewFrontiers in human neuroscience2014
EEG neurofeedback treatments in children with ADHD: an updated meta-analysis of randomized controlled trials.
Review in Frontiers in human neuroscience, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 54 papers, 7 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.
Efficacy of Mobile Neurofeedback for Adult Attention-Deficit/Hyperactivity Disorder (ADHD)
Effect of Long-lasting EEG-Neurofeedback on Attention Control and Impulsivity in Adult Attention-Deficit/Hyperactivity Disorder (ADHD)
Who cites it
54 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Efficacy of neurofeedback in the treatment of Dyslexia: a systematic review.Annals of dyslexia · 2026Pooled it
- Neurofeedback for Attention-Deficit/Hyperactivity Disorder: A Systematic Review and Meta-Analysis.JAMA psychiatry · 2025Pooled it
- Mapping the evolution of neurofeedback research: a bibliometric analysis of trends and future directions.Frontiers in human neuroscience · 2024Pooled it
- Results of Neurofeedback in Treatment of Children with ADHD: A Systematic Review of Randomized Controlled Trials.Applied psychophysiology and biofeedback · 2022Pooled it
- A pilot meta-analysis on self-reported efficacy of neurofeedback for adolescents and adults with ADHD.Scientific reports · 2022Pooled it
- A systematic review of studies that used NIRS to measure neural activation during emotion processing in healthy individuals.Social cognitive and affective neuroscience · 2021Pooled it
- Sustained effects of neurofeedback in ADHD: a systematic review and meta-analysis.European child & adolescent psychiatry · 2019Pooled it
- Trial
- Informant-related effects of neurofeedback and cognitive training in children with ADHD including a waiting control phase: a randomized-controlled trial.European child & adolescent psychiatry · 2018Trial
- [Ethical risks and regulatory considerations in neurofeedback technology].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026Article
- Integrating single-channel EEG neurofeedback into video game-based digital therapeutics for ADHD.Journal of neuroengineering and rehabilitation · 2026Article
- Slow-Oscillation Neurofeedback: A Narrative Review on Clinical Efficacy in Pediatric Settings.Behavioral sciences (Basel, Switzerland) · 2026Review
- The Impact of Visual Feedback Design on Self-Regulation Performance and Learning in a Single-Session rt-fMRI Neurofeedback Study at 3T and 7T.Brain sciences · 2026Article
- Effects of School-Based Neurofeedback Training on Attention in Students with Autism and Intellectual Disabilities.Journal of autism and developmental disorders · 2025Article
- Article
- From Consensus Statement to Pills to Pixels: New Innovations in Attention-Deficit/Hyperactivity Disorder Care.Journal of child and adolescent psychopharmacology · 2024Review
- Using Explainable Artificial Intelligence to Obtain Efficient Seizure-Detection Models Based on Electroencephalography Signals.Sensors (Basel, Switzerland) · 2023Article
- Consumer-Grade Electroencephalogram and Functional Near-Infrared Spectroscopy Neurofeedback Technologies for Mental Health and Wellbeing.Sensors (Basel, Switzerland) · 2023Review
- School-Based Neurofeedback Training for Sustained Attention.Journal of attention disorders · 2023Article
- Surface electroencephalographic neurofeedback improves sustained attention in ADHD: a meta-analysis of randomized controlled trials.Child and adolescent psychiatry and mental health · 2022Article
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
objectiveWe undertook a meta-analysis of published Randomized Controlled Trials (RCT) with semi-active control and sham-NF groups to determine whether Electroencephalogram-neurofeedback (EEG-NF) significantly improves the overall symptoms, inattention and hyperactivity/impulsivity dimensions for probably unblinded assessment (parent assessment) and probably blinded assessment (teacher assessment) in children with Attention Deficit Hyperactivity Disorder (ADHD). DATA SOURCES: A systematic review identified independent studies that were eligible for inclusion in a random effects meta-analysis. DATA EXTRACTION: Effect sizes for ADHD symptoms were expressed as standardized mean differences (SMD) with 95% confidence intervals.
resultsFive identified studies met eligibility criteria, 263 patients with ADHD were included, 146 patients were trained with EEG-NF. On parent assessment (probably unblinded assessment), the overall ADHD score (SMD = -0.49 [-0.74, -0.24]), the inattention score (SMD = -0.46 [-0.76, -0.15]) and the hyperactivity/impulsivity score (SMD = -0.34 [-0.59, -0.09]) were significantly improved in patients receiving EEG-NF compared to controls. On teacher assessment (probably blinded assessment), only the inattention score was significantly improved in patients receiving EEG-NF compared to controls (SMD = -0.30 [-0.58, -0.03]).
conclusionsThis meta-analysis of EEG-NF in children with ADHD highlights improvement in the inattention dimension of ADHD symptoms. Future investigations should pay greater attention to adequately blinded studies and EEG-NF protocols that carefully control the implementation and embedding of training.
Indexed as
Identifiers
What OpenQuestion holds
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.