Evidence map›Paper›PMID 42177182›Full record

ArticleScientific reports2026

Music and body motion contribute asymmetrically to emotion perception in traditional Chinese plucked-instrument performance.

Kaiyuan Ma, Biyun Zhang, Jun He

Abstract read
In one paragraph

Article in Scientific reports, 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

3 authors.

Kaiyuan MaState Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China.
Biyun ZhangState Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China.
Jun HeState Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China. jhe@sjtu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Expressive body motion is an important but difficult-to-interpret channel for emotion communication in embodied agents. Using musical performance as a naturalistic multimodal context, we examined how audio and body motion contribute to emotion perception. In a controlled perceptual study, the audiovisual percept was more similar to the audio-only percept than to the visual-only percept, consistent with an audio-dominant pattern of integration, while body motion alone yielded weak and ambiguous judgments, particularly for valence. We found no evidence that audiovisual presentation systematically shifted mean valence or arousal, and the overall emotional-intensity effect was sensitive to statistical assumptions. The clearest robust pattern was that valence judgments were least decisive in the visual-only condition, while exploratory clip-level analyses suggested a possible facilitatory effect of body motion for low-arousal clips. To support this analysis, we present EMOSIC, a synchronized dataset of over 7.5 h of monophonic audio and upper-body motion capture from professional performances on traditional Chinese plucked instruments, which provides a non-Eurocentric resource for future research on multimodal affect perception and emotionally expressive behavior in embodied agents.

Indexed as

Auditory PerceptionEmotionsMusicVisual PerceptionHumans

Identifiers

PMID42177182
PMCPMC13424302

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.