Does Music Training Enhance Literacy Skills? A Meta-Analysis
Open accessAbstract
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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Gordon et al. (2015) reviewed 12 studies (n = 901) assessing the effects of music training on language-related skills and found an overall effect that was small but significant (d = 0.20).
“Gordon et al. (2015) reviewed 12 studies (n = 901) assessing the effects of music training on language-related skills. The overall effect was small but significant (d¯ = 0.20).”
From Cognitive and academic benefits of music training with children: A multilevel meta-analysis (2020) · cites this paper as Gordon et al. (2015)
The Literature search reports 12 qualifying papers, coded as 13 independent study samples; the participant counts in Table 1 sum to 901. The Results report a small, significant effect of d = 0.20 for phonological awareness, not for language-related skills overall. The Discussion says the separate reading-fluency effect was not significant. (LLM, conf=0.88)
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Harris, P. A., Taylor, R., Thielke, R., Payne, J., Gonzalez, N., & Conde, J. G. (2009) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2008.08.010 · Cited by 51,384 · see citing works
Computational neuroanatomy of speech production
Hickok, G. (2012) · Nature Reviews Neuroscience · doi:10.1038/nrn3158 · Cited by 837 · see citing works
Anvari, S. H., Trainor, L. J., Woodside, J., & Levy, B. A. (2002) · Journal of Experimental Child Psychology · doi:10.1016/s0022-0965(02)00124-8 · Cited by 670 · see citing works
Deliberate practice: Is that all it takes to become an expert?
Hambrick, D. Z., Oswald, F. L., Altmann, E. M., Meinz, E. J., Gobet, F., & Campitelli, G. (2014) · Intelligence · doi:10.1016/j.intell.2013.04.001 · Cited by 370 · see citing works
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Research works printed but not linked: 92
- Abrams D. A. Nicol T. Zecker S. Kraus N. (2008). Right-hemisphere auditory cortex is dominant for coding syllable patterns in speech. J. Neurosci. 28, 3958– 3965. 10.1523/JNEUROSCI.0187-08.2008 18400895 PMC2713056 · DOI
- Banai K. Ahissar M. (2013). Musical experience, auditory perception and reading-related skills in children. PLoS ONE 8: e75876. 10.1371/journal.pone.0075876 24086654 PMC3782483 · DOI
- Bhide A. Power A. Goswami U. (2013). A rhythmic musical intervention for poor readers: a comparison of efficacy with a letter-based intervention. Mind Brain Educ. 7, 113– 123. 10.1111/mbe.12016 · DOI
- Bidelman G. M. Alain C. (2015). Musical training orchestrates coordinated neuroplasticity in auditory brainstem and cortex to counteract age-related declines in categorical vowel perception. J. Neurosci. 35, 1240– 1249. 10.1523/JNEUROSCI.3292-14.2015 25609638 PMC6605547 · DOI
- Bidelman G. M. Weiss M. W. Moreno S. Alain C. (2014). Coordinated plasticity in brainstem and auditory cortex contributes to enhanced categorical speech perception in musicians. Eur. J. Neurosci. 40, 2662– 2673. 10.1111/ejn.12627 24890664 · DOI
- Bolduc J. (2009). Effects of a music programme on kindergartners' phonological awareness skills. Int. J. Music Educ. 27, 37– 47. 10.1177/0255761408099063 · DOI
- * Bolduc J. Lefebvre P. (2012). Using nursery rhymes to foster phonological and musical processing skills in kindergarteners. Creative Educ. 3, 495– 502. 10.4236/ce.2012.34075 · DOI
- Brod G. Opitz B. (2012). Does it really matter? Separating the effects of musical training on syntax acquisition. Front. Psychol. 3: 543. 10.3389/fpsyg.2012.00543 23248608 PMC3521129 · DOI
- Bus A. G. van IJzendoorn M. H. (1999). Phonological awareness and early reading: a meta-analysis of experimental training studies. J. Educ. Psychol. 91: 403 10.1037/0022-0663.91.3.403 · DOI
- Butera I. M. (2015). From notes to vowels: neural correlations between musical training and speech processing. J. Neurosci. 35, 8379– 8381. 10.1523/JNEUROSCI.1102-15.2015 26041906 PMC4452548 · DOI
- Butzlaff R. (2000). Can music be used to teach reading? J. Aesthetic Educ. 34, 167– 178. 10.2307/3333642 · DOI
- Chobert J. Francois C. Velay J. L. Besson M. (2014). Twelve months of active musical training in 8- to 10-year-old children enhances the preattentive processing of syllabic duration and voice onset time. Cereb. Cortex 24, 956– 967. 10.1093/cercor/bhs377 23236208 · DOI
- Chobert J. Marie C. Francois C. Schön D. Besson M. (2011). Enhanced passive and active processing of syllables in musician children. J. Cogn. Neurosci. 23, 3874– 3887. 10.1162/jocn_a_00088 21736456 · DOI
- * Cogo-Moreira H. Brandão de Ávila C. R. Ploubidis G. B. Mari J. D. J. (2013). Effectiveness of music education for the improvement of reading skills and academic achievement in young poor readers: a pragmatic cluster-randomized, controlled clinical trial. PLoS ONE 8: e59984. 10.1371/journal.pone.0059984 23544117 PMC3609825 · DOI
- Darrow A.-A. (2009). Enhancing literacy in the second grade: five related studies using the register music/reading curriculum. Appl. Res. Music Educ. 27, 12– 26. 10.1177/8755123308330044 · DOI
- * Degé F. Schwarzer G. (2011). The effect of a music program on phonological awareness in preschoolers. Front. Psychol. 2: 124. 10.3389/fpsyg.2011.00124 21734895 PMC3121007 · DOI
- Dellatolas G. Watier L. Le Normand M. T. Lubart T. Chevrie-Muller C. (2009). Rhythm reproduction in kindergarten, reading performance at second grade, and developmental dyslexia theories. Arch. Clin. Neuropsychol. 24, 555– 563. 10.1093/arclin/acp044 19628461 · DOI
- Douglas S. Willatts P. (1994). The relationship between musical ability and literacy skills. J. Res. Read. 17, 99– 107. 10.1111/j.1467-9817.1994.tb00057.x · DOI
- Evans S. Meekings S. Nuttall H. E. Jasmin K. M. Boebinger D. Adank P.. (2014). Does musical enrichment enhance the neural coding of syllables? Neuroscientific interventions and the importance of behavioral data. Front. Hum. Neurosci. 8: 964. 10.3389/fnhum.2014.00964 25566013 PMC4267267 · DOI
- Flaugnacco E. Lopez L. Terribili C. Zoia S. Buda S. Tilli S.. (2014). Rhythm perception and production predict reading abilities in developmental dyslexia. Front. Hum. Neurosci. 8: 392. 10.3389/fnhum.2014.00392 24926248 PMC4045153 · DOI
- Forgeard M. Schlaug G. Norton A. Rosam C. Iyangar U. (2008). The relations between music and phonological processing in normal-reading children and children with dyslexia. Music Percept. 25, 383– 390. 10.1525/mp.2008.25.4.383 · DOI
- François C. Schön D. (2011). Musical expertise boosts implicit learning of both musical and linguistic structures. Cereb. Cortex 21, 2357– 2365. 10.1093/cercor/bhr022 21383236 · DOI
- Frederickson N. Frith U. Reason R. (1997). Phonological Assessment Battery: Standardised Edition. Windsor: NFER-Nelson.
- Gordon R. L. Jacobs M. S. Schuele C. M. McAuley J. D. (2015a). Perspectives on the rhythm-grammar link and its implications for typical and atypical language development. Ann. N.Y. Acad. Sci. 1337, 16– 25. 10.1111/nyas.12683 25773612 PMC4794983 · DOI
- Gordon R. L. Magne C. L. Large E. W. (2011). EEG correlates of song prosody: a new look at the relationship between linguistic and musical rhythm. Front. Psychol. 2: 352. 10.3389/fpsyg.2011.00352 22144972 PMC3225926 · DOI
- Gordon R. L. Shivers C. M. Wieland E. A. Kotz S. A. Yoder P. J. Devin McAuley J. (2015b). Musical rhythm discrimination explains individual differences in grammar skills in children. Dev. Sci. 18, 635– 644. 10.1111/desc.12230 25195623 · DOI
- Goswami U. (2011). A temporal sampling framework for developmental dyslexia. Trends Cogn. Sci. (Regul. Ed). 15, 3– 10. 10.1016/j.tics.2010.10.001 21093350 · DOI
- Goswami U. Gerson D. Astruc L. (2010). Amplitude envelope perception, phonology and prosodic sensitivity in children with developmental dyslexia. Read. Writ. 23, 995– 1019. 10.1007/s11145-009-9186-6 · DOI
- Goswami U. Huss M. Mead N. Fosker T. Verney J. P. (2013). Perception of patterns of musical beat distribution in phonological developmental dyslexia: significant longitudinal relations with word reading and reading comprehension. Cortex 49, 1363– 1376. 10.1016/j.cortex.2012.05.005 22726605 · DOI
- Green C. S. Bavelier D. (2008). Exercising your brain: a review of human brain plasticity and training-induced learning. Psychol. Aging 23, 692– 701. 10.1037/a0014345 19140641 PMC2896818 · DOI · Paper page
- Green C. S. Strobach T. Schubert T. (2014). On methodological standards in training and transfer experiments. Psychol. Res. 78, 756– 772. 10.1007/s00426-013-0535-3 24346424 · DOI
- * Gromko J. E. (2005). The effect of music instruction on phonemic awareness in beginning readers. J. Res. Music Educ. 53, 199– 209. 10.1177/002242940505300302 · DOI
- Hausen M. Torppa R. Salmela V. R. Vainio M. Särkämö T. (2013). Music and speech prosody: a common rhythm. Front. Psychol. 4: 566. 10.3389/fpsyg.2013.00566 24032022 PMC3759063 · DOI
- * Herrera L. Lorenzo O. Defior S. Fernandez-Smith G. Costa-Giomi E. (2011). Effects of phonological and musical training on the reading readiness of native- and foreign-Spanish-speaking children. Psychol. Music 39, 68– 81. 10.1177/0305735610361995 · DOI
- Hickok G. Farahbod H. Saberi K. (2015). The rhythm of perception: entrainment to acoustic rhythms induces subsequent perceptual oscillation. Psychol. Sci. 26, 1006– 1013. 10.1177/0956797615576533 25968248 PMC4504793 · DOI
- Higgins J. P. Thompson S. G. (2002). Quantifying heterogeneity in a meta-analysis. Stat. Med. 21, 1539– 1558. 10.1002/sim.1186 12111919 · DOI · Paper page
- Holliman A. J. Wood C. Sheehy K. (2008). Sensitivity to speech rhythm explains individual differences in reading ability independently of phonological awareness. Br. J. Dev. Psychol. 26, 357– 367. 10.1348/026151007X241623 · DOI
- Holliman A. J. Wood C. Sheehy K. (2010). Does speech rhythm sensitivity predict children's reading ability 1 year later? J. Educ. Psychol. 102, 356– 366. 10.1037/a0018049 · DOI
- Holliman A. J. Wood C. Sheehy K. (2012). A cross-sectional study of prosodic sensitivity and reading difficulties. J. Res. Read. 35, 32– 48. 10.1111/j.1467-9817.2010.01459.x · DOI
- Huss M. Verney J. P. Fosker T. Mead N. Goswami U. (2011). Music, rhythm, rise time perception and developmental dyslexia: perception of musical meter predicts reading and phonology. Cortex 47, 674– 689. 10.1016/j.cortex.2010.07.010 20843509 · DOI
- Hyde K. L. Lerch J. Norton A. Forgeard M. Winner E. Evans A. C.. (2009). Musical training shapes structural brain development. J. Neurosci. 29, 3019– 3025. 10.1523/JNEUROSCI.5118-08.2009 19279238 PMC2996392 · DOI
- Kratus J. (2007). Music education at the tipping point. Music Educ. J. 94, 42– 48. 10.1177/002743210709400209 · DOI
- Kraus N. Chandrasekaran B. (2010). Music training for the development of auditory skills. Nat. Rev. Neurosci. 11, 599– 605. 10.1038/nrn2882 20648064 · DOI · Paper page
- Kraus N. Slater J. Thompson E. C. Hornickel J. Strait D. L. Nicol T.. (2014a). Auditory learning through active engagement with sound: biological impact of community music lessons in at-risk children. Front. Neurosci. 8: 351. 10.3389/fnins.2014.00351 25414631 PMC4220673 · DOI
- Kraus N. Slater J. Thompson E. C. Hornickel J. Strait D. L. Nicol T.. (2014b). Music enrichment programs improve the neural encoding of speech in at-risk children. J. Neurosci. 34, 11913– 11918. 10.1523/JNEUROSCI.1881-14.2014 25186739 PMC6608462 · DOI
- Kraus N. Strait D. L. Parbery-Clark A. (2012). Cognitive factors shape brain networks for auditory skills: spotlight on auditory working memory. Ann. N.Y. Acad. Sci. 1252, 100– 107. 10.1111/j.1749-6632.2012.06463.x 22524346 PMC3338202 · DOI
- Lamb S. J. Gregory A. H. (1993). The relationship between music and reading in beginning readers. Educ. Psychol. 13, 19– 27. 10.1080/0144341930130103 · DOI
- Leong V. Goswami U. (2014). Assessment of rhythmic entrainment at multiple timescales in dyslexia: evidence for disruption to syllable timing. Hear. Res. 308, 141– 161. 10.1016/j.heares.2013.07.015 23916752 PMC3969307 · DOI
- Leong V. Hamalainen J. Soltesz F. Goswami U. (2011). Rise time perception and detection of syllable stress in adults with developmental dyslexia. J. Mem. Lang. 64, 59– 73. 10.1016/j.jml.2010.09.003 · DOI
- Lipsey M. W. Wilson D. B. (2001). Practical Meta-analysis. Thousand Oaks, CA: Sage Publications.
- Luo H. Poeppel D. (2007). Phase patterns of neuronal responses reliably discriminate speech in human auditory cortex. Neuron 54, 1001– 1010. 10.1016/j.neuron.2007.06.004 17582338 PMC2703451 · DOI
- Magne C. Schön D. Besson M. (2006). Musician children detect pitch violations in both music and language better than nonmusician children: behavioral and electrophysiological approaches. J. Cogn. Neurosci. 18, 199– 211. 10.1162/jocn.2006.18.2.199 16494681 · DOI
- Marie C. Magne C. Besson M. (2011). Musicians and the metric structure of words. J. Cogn. Neurosci. 23, 294– 305. 10.1162/jocn.2010.21413 20044890 · DOI
- Melby-Lervag M. Lyster S. A. Hulme C. (2012). Phonological skills and their role in learning to read: a meta-analytic review. Psychol. Bull. 138, 322– 352. 10.1037/a0026744 22250824 · DOI
- Milovanov R. Huotilainen M. Esquef P. A. Alku P. Välim4¨ki V. Tervaniemi M. (2009). The role of musical aptitude and language skills in preattentive duration processing in school-aged children. Neurosci. Lett. 460, 161– 165. 10.1016/j.neulet.2009.05.063 19481587 · DOI
- * Moreno S. Friesen D. Bialystok E. (2011). Effect of music training on promoting preliteracy skills: preliminary causal evidence. Music Percept. 29, 165– 172. 10.1525/mp.2011.29.2.165 · DOI
- * Moreno S. Marques C. Santos A. Santos M. Castro S. L. Besson M. (2009). Musical training influences linguistic abilities in 8-year-old children: more evidence for brain plasticity. Cereb. Cortex 19, 712– 723. 10.1093/cercor/bhn120 18832336 · DOI
- Morillon B. Schroeder C. E. (2015). Neuronal oscillations as a mechanistic substrate of auditory temporal prediction. Ann. N.Y. Acad. Sci. 1337, 26– 31. 10.1111/nyas.12629 25773613 PMC4363099 · DOI
- * Moritz C. Yampolsky S. Papadelis G. Thomson J. Wolf M. (2013). Links between early rhythm skills, musical training, and phonological awareness. Read. Writ. 26, 739– 769. 10.1007/s11145-012-9389-0 · DOI
- Overy K. (2003). Dyslexia and music: from timing deficits to musical intervention. Ann. N. Y. Acad. Sci. 999, 497– 505. 10.1196/annals.1284.060 14681173 · DOI
- Parbery-Clark A. Anderson S. Kraus N. (2013). Musicians change their tune: how hearing loss alters the neural code. Hear. Res. 302, 121– 131. 10.1016/j.heares.2013.03.009 23566981 · DOI
- Parbery-Clark A. Strait D. L. Anderson S. Hittner E. Kraus N. (2011). Musical experience and the aging auditory system: implications for cognitive abilities and hearing speech in noise. PLoS ONE 6: e18082. 10.1371/journal.pone.0018082 21589653 PMC3092743 · DOI
- Patel A. D. (2008). Music, Language, and the Brain. New York, NY: Oxford University Press.
- Patel A. D. (2011). Why would musical training benefit the neural encoding of speech? The OPERA hypothesis. Front. Psychol. 2: 142. 10.3389/fpsyg.2011.00142 21747773 PMC3128244 · DOI · Paper page
- Patel A. D. (2014). Can nonlinguistic musical training change the way the brain processes speech? The expanded OPERA hypothesis. Hear. Res. 308, 98– 108. 10.1016/j.heares.2013.08.011 24055761 · DOI
- Peretz I. (2006). The nature of music from a biological perspective. Cognition 100, 1– 32. 10.1016/j.cognition.2005.11.004 16487953 · DOI
- Peretz I. Vuvan D. Lagrois M. É. Armony J. L. (2015). Neural overlap in processing music and speech. Philos. Trans. R. Soc. Lond. B Biol. Sci. 370: 20140090. 10.1098/rstb.2014.0090 25646513 PMC4321131 · DOI
- Peynircioglu Z. F. Durgunoglu A. Y. Úney-Küsefogˇlu B. (2002). Phonological awareness and musical aptitude. J. Res. Read. 25, 68– 80. 10.1111/1467-9817.00159 · DOI
- Power A. J. Mead N. Barnes L. Goswami U. (2013). Neural entrainment to rhythmic speech in children with developmental dyslexia. Front. Hum. Neurosci. 7: 777. 10.3389/fnhum.2013.00777 24376407 PMC3842021 · DOI
- Register D. (2001). The effects of an early intervention music curriculum on prereading/writing. J. Music Ther. 38, 239– 248. 10.1093/jmt/38.3.239 11570934 · DOI
- * Register D. (2004). The effects of live music groups versus an educational children's television program on the emergent literacy of young children. J. Music Ther. 41, 2– 27. 10.1093/jmt/41.1.2 15157126 · DOI
- Register D. Darrow A.-A. Standley J. Swedberg O. (2007). The use of music to enhance reading skills of second grade students and students with reading disabilities. J. Music Ther. 44, 23– 37. 10.1093/jmt/44.1.23 17419662 · DOI
- Schellenberg E. G. (2015). Music training and speech perception: a gene-environment interaction. Ann. N.Y. Acad. Sci. 1337, 170– 177. 10.1111/nyas.12627 25773632 · DOI
- Schlaggar B. L. McCandliss B. D. (2007). Development of neural systems for reading. Annu. Rev. Neurosci. 30, 475– 503. 10.1146/annurev.neuro.28.061604.135645 17600524 · DOI
- Schön D. Tillmann B. (2015). Short- and long-term rhythmic interventions: perspectives for language rehabilitation. Ann. N.Y. Acad. Sci. 1337, 32– 39. 10.1111/nyas.12635 25773614 · DOI
- Seither-Preisler A. Parncutt R. Schneider P. (2014). Size and synchronization of auditory cortex promotes musical, literacy, and attentional skills in children. J. Neurosci. 34, 10937– 10949. 10.1523/JNEUROSCI.5315-13.2014 25122894 PMC6705250 · DOI
- Shahin A. Bosnyak D. J. Trainor L. J. Roberts L. E. (2003). Enhancement of neuroplastic P2 and N1c auditory evoked potentials in musicians. J. Neurosci. 23, 5545– 5552. 12843255 PMC6741225
- Skoe E. Kraus N. (2012). A little goes a long way: how the adult brain is shaped by musical training in childhood. J. Neurosci. 32, 11507– 11510. 10.1523/JNEUROSCI.1949-12.2012 22915097 PMC6703757 · DOI
- Slevc L. R. Miyake A. (2006). Individual differences in second-language proficiency: does musical ability matter? Psychol. Sci. 17, 675– 681. 10.1111/j.1467-9280.2006.01765.x 16913949 · DOI
- Standley J. M. (2008). Does music instruction help children learn to read? Evidence of a meta-analysis. Appl. Res. Music Educ. 27, 17– 32. 10.1177/8755123308322270 · DOI
- Standley J. M. Hughes J. E. (1997). Evaluation of an early intervention music curriculum for enhancing prereading/writing skills. Music Ther. Perspect. 15, 79– 85. 10.1093/mtp/15.2.79 · DOI
- Strait D. L. Hornickel J. Kraus N. (2011). Subcortical processing of speech regularities underlies reading and music aptitude in children. Behav. Brain Funct. 7: 44. 10.1186/1744-9081-7-44 22005291 PMC3233514 · DOI
- * Thomson J. M. Leong V. Goswami U. (2013). Auditory processing interventions and developmental dyslexia: a comparison of phonemic and rhythmic approaches. Read. Writ. 26, 139– 161. 10.1007/s11145-012-9359-6 · DOI
- Tierney A. Kraus N. (2013a). Music training for the development of reading skills. Prog. Brain Res. 207, 209– 241. 10.1016/B978-0-444-63327-9.00008-4 24309256 · DOI
- Tierney A. T. Kraus N. (2013b). The ability to tap to a beat relates to cognitive, linguistic, and perceptual skills. Brain Lang. 124, 225– 231. 10.1016/j.bandl.2012.12.014 23400117 PMC3594434 · DOI
- Viechtbauer W. (2010). Conducting meta-analyses in R with the metafor package. J. Stat. Softw. 36, 1– 48. 10.18637/jss.v036.i03 · DOI · Paper page
- Walker K. M. Hall S. E. Klein R. M. Phillips D. P. (2006). Development of perceptual correlates of reading performance. Brain Res. 1124, 126– 141. 10.1016/j.brainres.2006.09.080 17069776 · DOI
- Wong P. C. Skoe E. Russo N. M. Dees T. Kraus N. (2007). Musical experience shapes human brainstem encoding of linguistic pitch patterns. Nat. Neurosci. 10, 420– 422. 10.1038/nn1872 17351633 PMC4508274 · DOI · Paper page
- Woodruff Carr K. White-Schwoch T. Tierney A. T. Strait D. L. Kraus N. (2014). Beat synchronization predicts neural speech encoding and reading readiness in preschoolers. Proc. Natl. Acad. Sci. U.S.A. 111, 14559– 14564. 10.1073/pnas.1406219111 25246562 PMC4210020 · DOI
- * Yazejian N. Peisner-Feinberg E. S. (2009). Effects of a preschool music and movement curriculum on children's language skills. NHSA Dialog. 12, 327– 341. 10.1080/15240750903075255 · DOI
- Zuk J. Andrade P. E. Andrade O. V. Gardiner M. Gaab N. (2013a). Musical, language, and reading abilities in early Portuguese readers. Front. Psychol. 4: 288. 10.3389/fpsyg.2013.00288 23785339 PMC3684766 · DOI
- Zuk J. Ozernov-Palchik O. Kim H. Lakshminarayanan K. Gabrieli J. D. Tallal P.. (2013b). Enhanced syllable discrimination thresholds in musicians. PLoS ONE 8: e80546. 10.1371/journal.pone.0080546 24339875 PMC3855080 · DOI
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- Authors
- Gordon, R. L., Fehd, H. M., & McCandliss, B. D.
- Affiliations
- Vanderbilt University Medical Center (US)
- Vanderbilt University (US)
- Stanford University (US)
- Corresponding author
- Gordon, Reyna L.
- Venue
- Frontiers in Psychology
- Publisher
- Frontiers Media SA
- Published
- 2015-12-01
- Volume
- 6
- Pages
- 1777-1777
- ISSN
- 1664-1078 (ISSN-L)
- PMC
- PMC4664655
- OpenAlex
- W2181547561
- Cited by
- 256
- References
- 4
- Citations by year
- 2026: 35 · 2025: 27 · 2024: 23 · 2023: 19 · 2022: 24 · 2021: 27 · 2020: 18 · 2019: 19 · 2018: 46 · 2017: 10 · 2016: 6 · 2014: 1 · 2013: 1
- FWCI
- 95.46
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Psychology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institutes of Health (R01DC007694, UL1 TR000445)
- Vanderbilt Institute for Clinical and Translational Research
- Topics
- Social Sciences › Arts and Humanities › Music › Diverse Music Education Insights
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neuroscience and Music Perception
- Keywords
- musical training, literacy skills, phonological awareness, reading fluency, cross-domain transfer, rhyme, reading instruction, children, training hours
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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