ArticlePloS one2017
Increased engagement of the cognitive control network associated with music training in children during an fMRI Stroop task.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 4 of them syntheses that pooled it.
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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
40 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The frontal association area: exercise-induced brain plasticity in children and adolescents and implications for cognitive intervention practice.Frontiers in human neuroscience · 2024Pooled it
- An ALE meta-analytic review of musical expertise.Scientific reports · 2022Pooled it
- Effects of Exercise on Neural Changes in Inhibitory Control: An ALE Meta-Analysis of fMRI Studies.Frontiers in human neuroscience · 2022Pooled it
- Effects of music training in executive function performance in children: A systematic review.Frontiers in psychology · 2022Pooled it
- Can you beat the music? Validation of a gamified rhythmic training in children with ADHD.Behavior research methods · 2025Trial
- Resting-State Network Plasticity Induced by Music Therapy after Traumatic Brain Injury.Neural plasticity · 2021Trial
- Article
- Cognitive Enhancement Through Music Education: Affective Pathways to Executive Function Improvement in Musicians.Brain sciences · 2026Article
- Brain plasticity in response to artistic and non-artistic training aimed at promoting creativity: How can we enhance creativity and capture the process in neuroscience?Frontiers in human neuroscience · 2026Review
- Bi-temporal processing in music notation reading: a theory linking prediction, memory, and automaticity.Frontiers in cognition · 2025Article
- Attention, working memory, and inhibitory control in aging: Comparing amateur singers, instrumentalists, and active controls.Annals of the New York Academy of Sciences · 2024Article
- Music@Home-Retrospective: A new measure to retrospectively assess childhood home musical environments.Behavior research methods · 2024Article
- Music training is related to late ERP modulation and enhanced performance during Simon task but not Stroop task.Frontiers in human neuroscience · 2024Article
- Dynamic emotional states shape the episodic structure of memory.Nature communications · 2023Article
- In situ psycho-cognitive assessments support self-determined urban green exercise time.Urban forestry & urban greening · 2023Article
- Enhanced neural mechanisms of set shifting in musically trained adolescents and young adults: converging fMRI, EEG, and behavioral evidence.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- Heritability of Childhood Music Engagement and Associations with Language and Executive Function: Insights from the Adolescent Brain Cognitive Development (ABCD) Study.Behavior genetics · 2023Article
- The early adolescent brain on music: Analysis of functional dynamics reveals engagement of orbitofrontal cortex reward system.Human brain mapping · 2023Article
- Music-based interventions in community settings: Navigating the tension between rigor and ecological validity.Annals of the New York Academy of Sciences · 2022Review
- Cognitive efficacy and neural mechanisms of music-based neurological rehabilitation for traumatic brain injury.Annals of the New York Academy of Sciences · 2022Review
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Playing a musical instrument engages various sensorimotor processes and draws on cognitive capacities collectively termed executive functions. However, while music training is believed to associated with enhancements in certain cognitive and language abilities, studies that have explored the specific relationship between music and executive function have yielded conflicting results. As part of an ongoing longitudinal study, we investigated the effects of music training on executive function using fMRI and several behavioral tasks, including the Color-Word Stroop task. Children involved in ongoing music training (N = 14, mean age = 8.67) were compared with two groups of comparable general cognitive abilities and socioeconomic status, one involved in sports ("sports" group, N = 13, mean age = 8.85) and another not involved in music or sports ("control" group, N = 17, mean age = 9.05). During the Color-Word Stroop task, children with music training showed significantly greater bilateral activation in the pre-SMA/SMA, ACC, IFG, and insula in trials that required cognitive control compared to the control group, despite no differences in performance on behavioral measures of executive function. No significant differences in brain activation or in task performance were found between the music and sports groups. The results suggest that systematic extracurricular training, particularly music-based training, is associated with changes in the cognitive control network in the brain even in the absence of changes in behavioral performance.
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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.