Music and Math: Examining the relationship between music training and numeracy in school-aged children

preprint OA: closed
Full text JSON View at publisher
AI-generated deep summary by claude@2026-07, 2026-07-06 · read from full text

This preprint studied whether past music training relates to numeracy performance and neural responses in school-aged children, using magnetoencephalography (MEG) during a numeracy task compared between a small group of children with low versus high prior music training. Sixteen children aged 8–12 were divided by past music training, and the study found a broad network activation during the numeracy task along with significant differences in superior parietal cortex activity between the low and high music training groups (d = 0.81–1.08), with parietal activations positively correlated with spatial perception (r = 0.58–0.78). The authors note a major caveat that the work is a preprint and not peer reviewed, with potentially preliminary data. This paper does not explicitly discuss endometriosis or adenomyosis; it was included in the corpus via a keyword match in the upstream search index.

Read from the paper's body, not the abstract. Not a substitute for reading the paper. No clinical advice. How this works

Abstract

not-yet-known not-yet-known not-yet-known unknown Music incorporates a number of mathematical concepts and this overlap in concepts between music and math underlies the supposition that music training (MT) may facilitate math performance. This study examined neural responses while school-aged children performed a numeracy task to test a link between past MT, neural signatures, and math skills. Sixteen children (7 females) 8-12 years of age (44% Hispanic, 12% Black or African American, 6% Asian, 50% Non-Hispanic, White) were divided into two groups based on past MT. Neural responses, measured with magnetoencephalography (MEG), were collected during a numeracy task and compared by MT group. There was a broad network of activation during the numeracy task relative to the control task consistent with adult studies. Superior parietal cortex revealed significant differences in neural activation in Low versus High MT groups (d = 0.81-1.08). Also, parietal activations were positively correlated with spatial perception (r=0.58-0.78). The results align with adult studies implicating parietal cortex as a hub for math skills and provide additional preliminary support for a synergistic link between music and math.
Full text 2,331 characters · extracted from oa-doi-fallback · 2 sections · click to expand

Abstract

not-yet-known not-yet-known not-yet-known unknown Music incorporates a number of mathematical concepts and this overlap in concepts between music and math underlies the supposition that music training (MT) may facilitate math performance. This study examined neural responses while school-aged children performed a numeracy task to test a link between past MT, neural signatures, and math skills. Sixteen children (7 females) 8-12 years of age (44% Hispanic, 12% Black or African American, 6% Asian, 50% Non-Hispanic, White) were divided into two groups based on past MT. Neural responses, measured with magnetoencephalography (MEG), were collected during a numeracy task and compared by MT group. There was a broad network of activation during the numeracy task relative to the control task consistent with adult studies. Superior parietal cortex revealed significant differences in neural activation in Low versus High MT groups (d = 0.81-1.08). Also, parietal activations were positively correlated with spatial perception (r=0.58-0.78). The results align with adult studies implicating parietal cortex as a hub for math skills and provide additional preliminary support for a synergistic link between music and math. Supplementary Material File (numeracymanuscript_forsubmission_icd_anon.docx) - Download - 925.30 KB Information & Authors Information Version history Copyright This work is licensed under a Non Exclusive No Reuse License.

Keywords

Authors Metrics & Citations Metrics Article Usage 236views 97downloads Citations Download citation Julia Stephen, Maryam Alsameen, Cassandra Cerros, et al. Music and Math: Examining the relationship between music training and numeracy in school-aged children. Authorea. 26 March 2025. DOI: https://doi.org/10.22541/au.174301039.93419544/v1 DOI: https://doi.org/10.22541/au.174301039.93419544/v1 If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download. For more information or tips please see 'Downloading to a citation manager' in the Help menu.

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: oa-doi-fallback

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00
unpaywall
last seen: 2026-06-02T02:00:03.124865+00:00