ArticleDevelopmental cognitive neuroscience2021
Enhancing reproducibility in developmental EEG research: BIDS, cluster-based permutation tests, and effect sizes.
Article in Developmental cognitive neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 2 of them syntheses that pooled it.
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Who cites it
45 citing papers in PubMed, 2 syntheses or guidelines pooled it, 93 citations in OpenAlex.
- Detecting electrophysiological alterations in psychiatric disorders through event-related microstates: a systematic review.Frontiers in psychiatry · 2025Pooled it
- Rhythmic visual stimulation as a window into early brain development: A systematic review.Developmental cognitive neuroscience · 2023Pooled it
- Comprehensive Mitigation of Peripheral and Central Stress Responses by Nx4: Insights From EEG and Heart Rate Variability in Post-Stress Resting State.Human psychopharmacology · 2025Trial
- Sleep loss disrupts the neural signature of successful learning.Cerebral cortex (New York, N.Y. : 1991) · 2023Trial
- Atypical auditory cortical processing in ADHD during early and middle childhood.Developmental cognitive neuroscience · 2026Article
- Preserving Harmonic Structure in FPVS-Oddball: A Two-Dimensional Cluster-Based Permutation Approach.Psychophysiology · 2026Article
- Functional network activation during a subtraction task.Scientific reports · 2026Article
- Boosting brainpower in ageing: Task-specific and transfer effects of tDCS-enhanced working memory training.Cognitive, affective & behavioral neuroscience · 2026Article
- Sleep and wake markers of thalamocortical functioning in early-course psychosis and first-degree relatives.Schizophrenia (Heidelberg, Germany) · 2026Article
- Language Experience Shapes Neural Grouping of Speech by Accent: EEG Evidence from Native, Second-Language, and Heritage Listeners.Brain sciences · 2026Article
- A data-driven analysis of spatiotemporal cues and experience accumulation effects for pitch type prediction.PloS one · 2026Article
- The effects of unilateral nostril breathing on brain functional network activity: a pilot study.Journal of neuroengineering and rehabilitation · 2025Article
- Decoding Auditory Working Memory Load From EEG Alpha Oscillations.Psychophysiology · 2025Article
- Comparing Methods for Mass Univariate Analyses of Human EEG: Empirical Data and Simulations.bioRxiv : the preprint server for biology · 2025Article
- Noninvasive Biomarkers for Assessing the Excitatory/Inhibitory Imbalance in Children with Epilepsy.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Mapping EEG Metrics to Human Affective and Cognitive Models: An Interdisciplinary Scoping Review from a Cognitive Neuroscience Perspective.Biomimetics (Basel, Switzerland) · 2025Review
- NREM Sleep Oscillations Are Associated With Anxiety and Negative Affect in Young Adults.Journal of sleep research · 2025Article
- Involuntary and voluntary memory retrieval relies on distinct neural representations and oscillatory processes.PLoS biology · 2025Article
- Functional Connectivity in Chronic Schizophrenia: An EEG Resting-State Study with Corrected Imaginary Phase-Locking.Brain and behavior · 2025Article
- The Interplay Between Multisensory Processing and Attention in Working Memory: Behavioral and Neural Indices of Audiovisual Object Storage.Psychophysiology · 2025Article
Corrections and comments
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Authors and funding
5 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Developmental research using electroencephalography (EEG) offers valuable insights in brain processes early in life, but at the same time, applying this sensitive technique to young children who are often non-compliant and have short attention spans comes with practical limitations. It is thus of particular importance to optimally use the limited resources to advance our understanding of development through reproducible and replicable research practices. Here, we describe methodological approaches that help maximize the reproducibility of developmental EEG research. We discuss how to transform EEG data into the standardized Brain Imaging Data Structure (BIDS) which organizes data according to the FAIR data sharing principles. We provide a tutorial on how to use cluster-based permutation testing to analyze developmental EEG data. This versatile test statistic solves the multiple comparison problem omnipresent in EEG analysis and thereby substantially decreases the risk of reporting false discoveries. Finally, we describe how to quantify effect sizes, in particular of cluster-based permutation results. Reporting effect sizes conveys a finding's impact and robustness which in turn informs future research. To demonstrate these methodological approaches to data organization, analysis and report, we use a publicly accessible infant EEG dataset and provide a complete copy of the analysis code.
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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.