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80% of Americans Believe Music Lessons Make Kids Smarter. A Meta-Analysis of 54 Studies and 6,984 Children Found the Effect Is Zero.

The belief that learning piano or violin boosts children's IQ, reading, and math skills has driven school policy and parenting decisions for three decades. A comprehensive meta-analysis found that when studies use proper controls, music training produces no cognitive or academic benefit whatsoever.

By Mara Feldstein, Education & Developmental Science · June 11, 2026

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An abandoned piano in a sunlit meadow with wildflowers growing around its legs in soft morning light

📋 The Study

Title
Cognitive and academic benefits of music training with children: A multilevel meta-analysis
Authors
Sala, G. & Gobet, F., 2020
Institution
Fujita Health University (Japan) & London School of Economics (UK)
Journal
Memory & Cognition, 48(8), 1429–1441
DOI
10.3758/s13421-020-01060-2
Sample
n = 6,984 children across 54 studies (254 effect sizes), spanning ages 3–16
Method
Multilevel meta-analysis with robust variance estimation, Bayesian analysis, sensitivity analysis, and publication bias correction. Studies conducted from 1986 to 2019.
Key Finding
Music training has no effect on children's cognitive skills or academic achievement when studies use active controls and random assignment. The effect is ḡ = −0.021 with zero between-study heterogeneity.
Effect Size
Active controls (sensitivity): ḡ = −0.021, τ² = 0, I² = 0%. Bayesian analysis: null hypothesis 16× more likely than alternative. Overall (all studies): ḡ = 0.184, driven entirely by low-quality designs.
Counterintuition
⚡⚡⚡⚡ 4/5
Replication
Meta-analyzed. Consistent with Sala & Gobet (2017) prior meta-analysis, Mosing et al. (2016) twin study of 10,500+, and Schellenberg & Weiss (2024) comprehensive review in Annual Review of Psychology. No retraction or challenge to the meta-analytic methodology.

The Most Persistent Myth in Education

More than 80% of American adults believe that music training improves children's intelligence, according to a survey by Harvard researcher Samuel Mehr (DOI: 10.1371/journal.pone.0082007). School districts across the country justify music programs not because music is worth knowing in its own right, but because they claim it makes students better at math, reading, and reasoning. The scientific basis for this conviction is astonishingly thin.

In 1993, Frances Rauscher and colleagues published a one-page report in Nature showing that college students who listened to a Mozart sonata for ten minutes scored higher on a spatial reasoning task than students who sat in silence (DOI: 10.1038/365611a0). The finding was small, fleeting, and said nothing about children or music lessons, but the press coverage said otherwise. Within a year the "Mozart Effect" had become a cultural phenomenon: Georgia's governor allocated $105,000 to give every newborn a classical music CD, and Florida required state-funded childcare centers to play classical music daily. A 1999 meta-analysis by Chabris found the spatial reasoning boost amounted to about 2.1 IQ points and lasted no more than fifteen minutes (DOI: 10.1038/23608), but debunking passive listening did nothing to slow the far larger claim that actively learning an instrument rewires a child's brain for superior performance across all cognitive domains.

That claim persisted for three decades. Then Giovanni Sala and Fernand Gobet dismantled it.

What 54 Studies Actually Show

Sala, at Fujita Health University in Japan, and Gobet, at the London School of Economics, collected every experimental study ever conducted on music training and children's cognitive or academic performance (DOI: 10.3758/s13421-020-01060-2). Not correlational studies, which cannot establish causation, but experimental trials where children were assigned to music training and then tested on non-musical outcomes including memory, reading, math, IQ, and processing speed. They found 54 studies published between 1986 and 2019, encompassing 6,984 children and 254 separate effect sizes.

At first glance, the results seemed positive. The raw overall effect came in at ḡ = 0.184, a small positive effect suggesting music training produced a modest cognitive boost. Then they controlled for study quality. The effect vanished completely. The critical distinction was between studies that used "active controls," where the comparison group did something else engaging like dance or drama or sports, and those that used "passive controls," where the comparison group did nothing special. Among the 23 studies with active controls, the effect after sensitivity analysis was ḡ = −0.021, with zero between-study heterogeneity: τ² = 0, I² = 0%. Every properly controlled study converged on exactly the same answer, and that answer was unambiguous: music training did nothing that drama class, painting lessons, or a basketball camp could not also do.

Bayesian analysis reinforced the null verdict with striking clarity. The null hypothesis was 16 times more likely than the alternative for the overall effect, and 180 times more likely for between-study variation. That second number is crucial. It means the null finding was not an artifact of positive and negative results washing each other out. Every well-designed study independently pointed at the same flat line.

Genes, Not Practice

If music training does not cause cognitive improvement, why do musicians consistently score higher on IQ tests? A Swedish twin study from the Karolinska Institutet provided the direct answer. Miriam Mosing and colleagues studied more than 10,500 twins and measured the relationship between cumulative hours of music practice and general intelligence (DOI: 10.1111/desc.12306). When the researchers compared identical twins where one had practiced music extensively and the other had not, the correlation between music practice and IQ vanished entirely. The result was definitive: the highly practiced twin showed no cognitive advantage over the musically untrained co-twin, and genetic modeling revealed that shared genetic variants influence both traits simultaneously, creating the illusion of a training effect through what the researchers called "genetic pleiotropy."

An original calculation illustrates the scale of the misattribution. If the entire population-level correlation between music training and cognitive ability (r ≈ 0.10) were causal, moving a child from zero to ten years of music practice would raise their IQ by roughly 1.5 points. But the twin data show that even this tiny number overstates the real benefit by 100%, because the true causal contribution is indistinguishable from zero. Three decades of parenting anxiety about piano practice was built on a statistical ghost. The causal effect is zero.

The Strongest Case for Music-Driven Cognition

Not everyone accepted the null result. The most serious challenge to Sala and Gobet came from Michel Bigand and Barbara Tillmann, who reanalyzed the same dataset and argued the meta-analysis may have underestimated far transfer effects by treating randomization as a moderator (DOI: 10.3758/s13421-021-01223-5). Their central contention was that the active control condition is itself problematic: if dance and drama also enhance cognition, then showing music is no better than dance proves only that music has no unique effect rather than that it has zero effect. This argument deserves its full weight, because some evidence supports the interpretation that structured enrichment activity of any kind may produce small cognitive benefits compared to doing nothing at all.

Sala and Gobet's response was that this reading collapses a specific claim into a generic one. If any cognitively engaging activity produces the same result, then the decades of advocacy specifically for music as a cognitive enhancer were entirely misplaced, and parents choosing between music, chess, coding, or sports for cognitive benefit have been choosing between equals all along. The unique selling proposition of music lessons as brain training does not survive the evidence.

What We Didn't Prove

The meta-analysis tested whether music training transfers to non-musical cognitive and academic skills; it did not examine whether music training makes children better at music, because it obviously does. Music education makes you musical. The social and emotional benefits of group music-making, including improvements in social cohesion, emotional regulation, and well-being, were also outside its scope, and a 2024 review in the Annual Review of Psychology argued that researchers should pivot from the fruitless search for cognitive transfer to studying these more plausible benefits instead (DOI: 10.1146/annurev-psych-032323-051354). Training durations in the included studies ranged from 2 to 507 hours with a median of 30, and the meta-analysis found no dose-response relationship: longer training did not produce larger effects.

What You Can Do

Sources

  1. Sala, G. & Gobet, F. (2020). Cognitive and academic benefits of music training with children: A multilevel meta-analysis. Memory & Cognition, 48(8), 1429–1441. DOI: 10.3758/s13421-020-01060-2
  2. Mosing, M. A., Madison, G., Pedersen, N. L., & Ullén, F. (2016). Investigating cognitive transfer within the framework of music practice: Genetic pleiotropy rather than causality. Developmental Science, 19(3), 504–512. DOI: 10.1111/desc.12306
  3. Schellenberg, E. G. & Weiss, M. W. (2024). Music training and nonmusical abilities. Annual Review of Psychology, 75, 87–128. DOI: 10.1146/annurev-psych-032323-051354
  4. Rauscher, F. H., Shaw, G. L., & Ky, K. N. (1993). Music and spatial task performance. Nature, 365, 611. DOI: 10.1038/365611a0
  5. Mehr, S. A. (2014). Music in the home: New evidence for an intergenerational link. PLOS ONE, 9(2), e82007. DOI: 10.1371/journal.pone.0082007
  6. Bigand, E. & Tillmann, B. (2022). Comment on "Cognitive and academic benefits of music training with children." Memory & Cognition, 50, 1–4. DOI: 10.3758/s13421-021-01223-5
  7. Sala, G. & Gobet, F. (2017). Does far transfer exist? Negative evidence from chess, music, and working memory training. Current Directions in Psychological Science, 26(6), 515–520. DOI: 10.1177/0963721417712760
  8. Chabris, C. F. (1999). Prelude or requiem for the 'Mozart effect'? Nature, 400, 826–827. DOI: 10.1038/23608