SynthesisPloS one2017
Musicians have better memory than nonmusicians: A meta-analysis.
Synthesis in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 63 papers, 6 of them syntheses that pooled 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.
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.
Who cites it
63 citing papers in PubMed, 6 syntheses or guidelines pooled it, 210 citations in OpenAlex.
- How is musical expertise related to executive functions? A systematic review and meta-analysis.Psychonomic bulletin & review · 2026Pooled it
- Musical development during adolescence: Perceptual skills, cognitive resources, and musical training.Annals of the New York Academy of Sciences · 2022Pooled 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
- Musical practice as an enhancer of cognitive function in healthy aging - A systematic review and meta-analysis.PloS one · 2018Pooled it
- Functional Neural Architecture of Working Memory in Musicians: An ALE Meta-Analysis and Review.Wiley interdisciplinary reviews. Cognitive sciencePooled it
- How musical rhythm training improves short-term memory for faces.Proceedings of the National Academy of Sciences of the United States of America · 2022Trial
- A tradeoff between musical tension perception and declarative memory.Psychonomic bulletin & review · 2022Trial
- Organizational principles of multidimensional predictions in human auditory attention.Scientific reports · 2018Trial
- Attention and vigilance advantages related to formal musical training across childhood, adolescence and young adulthood.British journal of psychology (London, England : 1953) · 2026Article
- The relationship between individual sensitivity to music reward and rhythmic processing.Psychological research · 2026Article
- Rhythmic skills mediate the link between music training and cognition via attention and phonological processing.Communications psychology · 2026Article
- Music Ensemble: a large dataset on musicianship, cognition, and personality in musicians and nonmusicians.Scientific data · 2026Article
- The impact of musical training on reading ability in children: the mediating role of working memory.Frontiers in psychology · 2026Article
- Article
- Working Memory Predicts Long-Term Recognition of Auditory Sequences: Dissociation Between Confirmed Predictions and Prediction Errors.Scandinavian journal of psychology · 2025Article
- Expertise-Dependent Brain Network Organization During Music Perception.Human brain mapping · 2025Article
- Individual differences in auditory scene analysis abilities in music and speech.Scientific reports · 2025Article
- Brain dynamics of the interplay between auditory selective attention and working memory during melody encoding.Scientific reports · 2025Article
- Rocking the cerebral blood flow: the influence of music listening and aerobic exercise on cortical hemodynamics and post-intervention executive function.Experimental brain research · 2025Article
3 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSeveral studies have found that musicians perform better than nonmusicians in memory tasks, but this is not always the case, and the strength of this apparent advantage is unknown. Here, we conducted a meta-analysis with the aim of clarifying whether musicians perform better than nonmusicians in memory tasks.
methodsEducation Source; PEP (WEB)-Psychoanalytic Electronic Publishing; Psychology and Behavioral Science (EBSCO); PsycINFO (Ovid); PubMed; ScienceDirect-AllBooks Content (Elsevier API); SCOPUS (Elsevier API); SocINDEX with Full Text (EBSCO) and Google Scholar were searched for eligible studies. The selected studies involved two groups of participants: young adult musicians and nonmusicians. All the studies included memory tasks (loading long-term, short-term or working memory) that contained tonal, verbal or visuospatial stimuli. Three meta-analyses were run separately for long-term memory, short-term memory and working memory.
resultsWe collected 29 studies, including 53 memory tasks. The results showed that musicians performed better than nonmusicians in terms of long-term memory, g = .29, 95% CI (.08-.51), short-term memory, g = .57, 95% CI (.41-.73), and working memory, g = .56, 95% CI (.33-.80). To further explore the data, we included a moderator (the type of stimulus presented, i.e., tonal, verbal or visuospatial), which was found to influence the effect size for short-term and working memory, but not for long-term memory. In terms of short-term and working memory, the musicians' advantage was large with tonal stimuli, moderate with verbal stimuli, and small or null with visuospatial stimuli.
conclusionsThe three meta-analyses revealed a small effect size for long-term memory, and a medium effect size for short-term and working memory, suggesting that musicians perform better than nonmusicians in memory tasks. Moreover, the effect of the moderator suggested that, the type of stimuli influences this advantage.
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Registered trials
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.