ArticleNeuroImage2019
Control freaks: Towards optimal selection of control conditions for fMRI neurofeedback studies.
Article in NeuroImage, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05570695 (How do Alpha Oscillations Shape the Perception of Pain? - An EEG-based Neurofeedback Study), which is not on this map. Cited by 111 papers, 12 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.
How do Alpha Oscillations Shape the Perception of Pain? - An EEG-based Neurofeedback Study
Who cites it
111 citing papers in PubMed, 12 syntheses or guidelines pooled it.
- Pooled it
- Self-navigating the "Island of Reil": a systematic review of real-time fMRI neurofeedback training of insula activity.Translational psychiatry · 2025Pooled it
- Consumer-Grade Neurofeedback With Mindfulness Meditation: Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Music in the loop: a systematic review of current neurofeedback methodologies using music.Frontiers in neuroscience · 2025Pooled it
- Interpersonal neural synchrony and mental disorders: unlocking potential pathways for clinical interventions.Frontiers in neuroscience · 2024Pooled it
- Systematic review and meta-analysis of neurofeedback and its effect on posttraumatic stress disorder.Frontiers in psychiatry · 2024Pooled it
- Clinical applications of neurofeedback based on sensorimotor rhythm: a systematic review and meta-analysis.Frontiers in neuroscience · 2023Pooled it
- Frontostriatal circuitry as a target for fMRI-based neurofeedback interventions: A systematic review.Frontiers in human neuroscience · 2022Pooled it
- The Effects of Neurofeedback on Aging-Associated Cognitive Decline: A Systematic Review.Applied psychophysiology and biofeedback · 2021Pooled it
- The Potential of Functional Near-Infrared Spectroscopy-Based Neurofeedback-A Systematic Review and Recommendations for Best Practice.Frontiers in neuroscience · 2020Pooled it
- A systematic review of fMRI neurofeedback reporting and effects in clinical populations.NeuroImage. Clinical · 2020Pooled it
- Amygdala Modulation During Emotion Regulation Training With fMRI-Based Neurofeedback.Frontiers in human neuroscience · 2019Pooled it
- An intelligent sport training method based on EEG neurofeedback.Scientific reports · 2025Trial
- Real-time fMRI neurofeedback modulates auditory cortex activity and connectivity in schizophrenia patients with auditory hallucinations: A controlled study.Psychiatry research. Neuroimaging · 2025Trial
- Enhancement of the left frontoparietal network through real-time functional magnetic resonance imaging functional connectivity-informed neurofeedback and its impact on working memory in schizophrenia: A pilot study.Psychiatry and clinical neurosciences · 2025Trial
- 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
- Brain Structural and Functional Neuroimaging Features are Associated With Improved Auditory Hallucinations in Patients With Schizophrenia After Real-Time fMRI Neurofeedback.Depression and anxiety · 2025Trial
- Neurofeedback and attention modulate somatosensory alpha oscillations but not pain perception.PLoS biology · 2025Trial
- Effects of fMRI neurofeedback of right inferior frontal cortex on inhibitory brain activation in children with ADHD.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Trial
- Connectivity-Based Real-Time Functional Magnetic Resonance Imaging Neurofeedback in Nicotine Users: Mechanistic and Clinical Effects of Regulating a Meta-Analytically Defined Target Network in a Double-Blind Controlled Trial.Human brain mapping · 2024Trial
51 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
5 authors.
Funding
Abstract
fMRI Neurofeedback research employs many different control conditions. Currently, there is no consensus as to which control condition is best, and the answer depends on what aspects of the neurofeedback-training design one is trying to control for. These aspects can range from determining whether participants can learn to control brain activity via neurofeedback to determining whether there are clinically significant effects of the neurofeedback intervention. Lack of consensus over criteria for control conditions has hampered the design and interpretation of studies employing neurofeedback protocols. This paper presents an overview of the most commonly employed control conditions currently used in neurofeedback studies and discusses their advantages and disadvantages. Control conditions covered include no control, treatment-as-usual, bidirectional-regulation control, feedback of an alternative brain signal, sham feedback, and mental-rehearsal control. We conclude that the selection of the control condition(s) should be determined by the specific research goal of the study and best procedures that effectively control for relevant confounding factors.
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.