Evidence map›Paper›PMID 41892881›Full record

ArticleJournal of Intelligence2026

Are Mathematical and Musical Abilities Related Beyond Intelligence?

Michaela A Meier, Lara Spitzley, Serra Ulusoy, Alexandra Hubmann, Rylie DelaCruz, Roland H Grabner, Daniel Müllensiefen

Abstract read
In one paragraph

Article in Journal of Intelligence, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Michaela A MeierDepartment of Psychology, University of Graz, 8010 Graz, Austria.ORCID 0000-0002-4183-0612
Lara SpitzleyDepartment of Psychology, University of Graz, 8010 Graz, Austria.
Serra UlusoyDepartment of Psychology, Goldsmiths, University of London, London SE14 6NW, UK.
Alexandra HubmannDepartment of Psychology, University of Graz, 8010 Graz, Austria.
Rylie DelaCruzDepartment of Psychology, Goldsmiths, University of London, London SE14 6NW, UK.
Roland H GrabnerDepartment of Psychology, University of Graz, 8010 Graz, Austria.ORCID 0000-0003-0385-8910
Daniel MüllensiefenDepartment of Psychology, Goldsmiths, University of London, London SE14 6NW, UK.ORCID 0000-0001-7297-1760

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Numerous studies have aimed to improve mathematical achievement via musical interventions because it is argued that music and mathematics draw on related representations and similar skills. However, findings on their effectiveness are inconclusive. This might be because studies neglect to investigate the cognitive mechanisms that might link musical and mathematical abilities. Therefore, this study aimed to systematically investigate the relationships between facets of musical and mathematical ability while taking into account intelligence as a possible explanation for this link. Among 170 young adults with backgrounds in mathematics and/or music, as well as control subjects, we measured mathematical abilities using basic numerical abilities, arithmetic fluency, and higher mathematical competencies. Musical abilities were assessed using beat alignment, mistuning perception, and melodic discrimination. Intelligence was assessed using a verbal, figural, and numerical scale of an intelligence test. Using a latent variable model, we found a moderate to strong positive association between mathematical and musical abilities. However, after including intelligence as a predictor for both mathematical and musical abilities in our model, the relationship between mathematics and music became nonsignificant. These results imply that intelligence accounts for a substantial proportion of the association between mathematical and musical abilities.

Indexed as

expertiseindividual differencesintelligencemathematicsmusic

Identifiers

PMID41892881
PMCPMC13027933

What OpenQuestion holds

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Registered trials

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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.