ArticleFrontiers in psychology2015
Does Music Training Enhance Literacy Skills? A Meta-Analysis.
Article in Frontiers in psychology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 3 of them syntheses that pooled it.
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Who cites it
64 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- The efficacy of rhythmic training for enhancing language and reading skills in children: a systematic review.BMC psychology · 2026Pooled it
- Performing arts as a health resource? An umbrella review of the health impacts of music and dance participation.PloS one · 2021Pooled it
- Cognitive and academic benefits of music training with children: A multilevel meta-analysis.Memory & cognition · 2020Pooled it
- Rhythm training improves word-reading in children with dyslexia.Scientific reports · 2025Trial
- Music training with Démos program positively influences cognitive functions in children from low socio-economic backgrounds.PloS one · 2019Trial
- The Use of EEG in the Study of Emotional States and Visual Word Recognition with or Without Musical Stimulus in University Students with Dyslexia.Brain sciences · 2026Article
- Music participation, global cortical morphometry, and later language outcomes in the ABCD study.Frontiers in psychology · 2026Article
- Trusting self-evaluation: predicting music and language performance from subjective ratings.Frontiers in psychology · 2026Article
- Does artificial intelligence-supported rhythm-enhanced phonological awareness training improve early reading in children with attention-deficit/hyperactivity disorder? A randomised controlled intervention study.Frontiers in psychology · 2026Article
- Music and Language in the Human Brain: Mismatch Negativity Evidence for Their Neuroplasticity and Interplay.The European journal of neuroscience · 2026Review
- The influence of musicality on expressive fable reading: adult- and child-directed perspectives.Frontiers in psychology · 2026Article
- The impact of musical training on reading ability in children: the mediating role of working memory.Frontiers in psychology · 2026Article
- Music and Language in Williams Syndrome: An Integrative and Systematic Mini-Review.Behavioral sciences (Basel, Switzerland) · 2025Review
- Enhancing text-level reading fluency and engagement in immigrant children through a structured singing-based intervention.Frontiers in psychology · 2025Article
- Effects of a phonics-integrated music rhythm intervention on reading fluency and accuracy with children.Frontiers in human neuroscience · 2025Article
- Brain-behavior correlates of rhythmic timing and auditory-motor synchronization in children with developmental coordination disorder: an EEG study.Frontiers in human neuroscience · 2025Article
- Is musical ability related to second-language acquisition? A meta-analysis.Royal Society open science · 2025Article
- The impact of music training on temporal order processing in Mandarin Chinese sentence reading: Evidence from event-related potentials (ERPs).Cognitive, affective & behavioral neuroscience · 2024Article
- Music literacy improves reading skills via bilateral orthographic development.Scientific reports · 2024Article
- A Serious Game to Train Rhythmic Abilities in Children With Dyslexia: Feasibility and Usability Study.JMIR serious games · 2024Article
4 more citing papers are in PubMed but not listed here.
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3 authors.
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Abstract
Children's engagement in music practice is associated with enhancements in literacy-related language skills, as demonstrated by multiple reports of correlation across these two domains. Training studies have tested whether engaging in music training directly transfers benefit to children's literacy skill development. Results of such studies, however, are mixed. Interpretation of these mixed results is made more complex by the fact that a wide range of literacy-related outcome measures are used across these studies. Here, we address these challenges via a meta-analytic approach. A comprehensive literature review of peer-reviewed music training studies was built around key criteria needed to test the direct transfer hypothesis, including: (a) inclusion of music training vs. control groups; (b) inclusion of pre- vs. post-comparison measures, and (c) indication that reading instruction was held constant across groups. Thirteen studies were identified (n = 901). Two classes of outcome measures emerged with sufficient overlap to support meta-analysis: phonological awareness and reading fluency. Hours of training, age, and type of control intervention were examined as potential moderators. Results supported the hypothesis that music training leads to gains in phonological awareness skills. The effect isolated by contrasting gains in music training vs. gains in control was small relative to the large variance in these skills (d = 0.2). Interestingly, analyses revealed that transfer effects for rhyming skills tended to grow stronger with increased hours of training. In contrast, no significant aggregate transfer effect emerged for reading fluency measures, despite some studies reporting large training effects. The potential influence of other study design factors were considered, including intervention design, IQ, and SES. Results are discussed in the context of emerging findings that music training may enhance literacy development via changes in brain mechanisms that support both music and language cognition.
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