ReviewFrontiers in human neuroscience2015
Are treatment effects of neurofeedback training in children with ADHD related to the successful regulation of brain activity? A review on the learning of regulation of brain activity and a contribution to the discussion on specificity.
Review in Frontiers in human neuroscience, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 2 of them syntheses that pooled it.
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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.
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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.
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Who cites it
43 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Neurofeedback for Attention-Deficit/Hyperactivity Disorder: A Systematic Review and Meta-Analysis.JAMA psychiatry · 2025Pooled 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
- Infraslow Closed-Loop Brain Training for Anxiety and Depression (ISAD): A pilot randomised, sham-controlled trial in adult females with internalizing disorders.Cognitive, affective & behavioral neuroscience · 2025Trial
- Alpha activity neuromodulation induced by individual alpha-based neurofeedback learning in ecological context: a double-blind randomized study.Scientific reports · 2021Trial
- Individual variation in alpha neurofeedback training efficacy predicts pain modulation.NeuroImage. Clinical · 2020Trial
- A randomized controlled trial of a brain-computer interface based attention training program for ADHD.PloS one · 2019Trial
- The efficacy of Ritalin in ADHD children under neurofeedback training.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2018Trial
- Brain-computer-interface-based intervention re-normalizes brain functional network topology in children with attention deficit/hyperactivity disorder.Translational psychiatry · 2018Trial
- 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
- Neurofeedback learning modifies the incidence rate of alpha spindles, but not their duration and amplitude.Scientific reports · 2017Trial
- Learning curves of theta/beta neurofeedback in children with ADHD.European child & adolescent psychiatry · 2017Trial
- An RCT into the effects of neurofeedback on neurocognitive functioning compared to stimulant medication and physical activity in children with ADHD.European child & adolescent psychiatry · 2017Trial
- A Framework for Predicting Neurofeedback Treatment Response in ADHD Using EEG Functional Connectivity and Genetic Algorithm-Driven Channel Selection.Child psychiatry and human development · 2026Article
- Clinical efficacy of osmotic release oral system methylphenidate combined with electroencephalographic biofeedback and sensory integration training in children with attention deficit hyperactivity disorder.American journal of translational research · 2025Article
- Article
- Validation of eyes-closed resting alpha amplitude predicting neurofeedback learning of upregulation alpha activity.Scientific reports · 2021Article
- Review
- Article
- Neurofeedback Learning Is Skill Acquisition but Does Not Guarantee Treatment Benefit: Continuous-Time Analysis of Learning-Curves From a Clinical Trial for ADHD.Frontiers in human neuroscience · 2021Article
- ADHD: Current Concepts and Treatments in Children and Adolescents.Neuropediatrics · 2020Review
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
While issues of efficacy and specificity are crucial for the future of neurofeedback training, there may be alternative designs and control analyses to circumvent the methodological and ethical problems associated with double-blind placebo studies. Surprisingly, most NF studies do not report the most immediate result of their NF training, i.e., whether or not children with ADHD gain control over their brain activity during the training sessions. For the investigation of specificity, however, it seems essential to analyze the learning and adaptation processes that take place in the course of the training and to relate improvements in self-regulated brain activity across training sessions to behavioral, neuropsychological and electrophysiological outcomes. To this aim, a review of studies on neurofeedback training with ADHD patients which include the analysis of learning across training sessions or relate training performance to outcome is presented. Methods on how to evaluate and quantify learning of EEG regulation over time are discussed. "Non-learning" has been reported in a small number of ADHD-studies, but has not been a focus of general methodological discussion so far. For this reason, selected results from the brain-computer interface (BCI) research on the so-called "brain-computer illiteracy", the inability to gain control over one's brain activity, are also included. It is concluded that in the discussion on specificity, more attention should be devoted to the analysis of EEG regulation performance in the course of the training and its impact on clinical outcome. It is necessary to improve the knowledge on characteristic cross-session and within-session learning trajectories in ADHD and to provide the best conditions for learning.
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