Evidence map›Paper›PMID 42482736›Full record

ArticleFrontiers in psychology2026

The impact of musical training on reading ability in children: the mediating role of working memory.

Chunjing Yang, Qijun Hu, Lin Fu, Yuanlong Jiang, Zhi Zhu, Han Ding, Wei Wang, Yun Tao, Xie Ma

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Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Chunjing Yang *Faculty of Psychology, Yunnan Normal University, Kunming, China.
Qijun Hu *Faculty of Psychology, Yunnan Normal University, Kunming, China.
Lin FuFaculty of Psychology, Yunnan Normal University, Kunming, China.
Yuanlong JiangFaculty of Psychology, Yunnan Normal University, Kunming, China.
Zhi ZhuFaculty of Psychology, Yunnan Normal University, Kunming, China.
Han DingFaculty of Psychology, Yunnan Normal University, Kunming, China.
Wei WangFaculty of Psychology, Yunnan Normal University, Kunming, China.
Yun TaoFaculty of Psychology, Yunnan Normal University, Kunming, China.
Xie MaFaculty of Psychology, Yunnan Normal University, Kunming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Reading ability plays an important role in children's cognitive and emotional development and school adjustment. Although musical training has been associated with children's reading-related abilities, the cognitive mechanisms underlying this relationship remain insufficiently understood. This study examined the relationship among musical training, working memory, and reading ability in children from multilingual backgrounds in frontier regions. Methods: A combined cross-sectional comparison and intervention study design was used. Study 1 compared children with musical training and children without musical training and examined the mediating role of working memory in the relationship between musical ability and reading-related outcomes. Study 2 implemented a 12-week music-based rhythmic movement training program consisting of 20 sessions among lower-grade children without prior musical training. Results: In Study 1, children with musical training performed better than children without musical training in musical ability, working memory, and some reading tasks. Working memory partially mediated the relationship between musical ability and antonym judgment and fully mediated the relationship between musical ability and sentence proposition judgment. In Study 2, children in the music intervention group showed improvements in musical ability, working memory accuracy, antonym judgment, and sentence proposition judgment. Discussion: These findings provide evidence from both an associational pathway and an intervention context, suggesting that working memory may represent a possible cognitive pathway linking musical training to the development of some reading-related abilities. Music-based rhythmic movement training may provide a feasible approach for supporting reading-related development among children from multilingual backgrounds in frontier regions.

Indexed as

children from multilingual backgroundsmusical trainingmusic-based rhythmic movement trainingreading abilityworking memory

Identifiers

PMID42482736
PMCPMC13386267

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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.