Evidence map›Paper›PMID 40867434›Full record

ArticleBehavioral sciences (Basel, Switzerland)2025

Predictors for Enjoyment in Playing Musical Instruments with a Focus on Psychological Factors.

Weiyi Zhao, Alexander Park, Qian Zhang, Kyung-Hyun Suh

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Weiyi ZhaoDepartment of Interdisciplinary Arts, Sahmyook University, Seoul 01795, Republic of Korea.
Alexander ParkDepartment of Interdisciplinary Arts, Sahmyook University, Seoul 01795, Republic of Korea.
Qian ZhangDepartment of Art Education, Xianda College of Economics and Humanities, Shanghai International Studies University, Shanghai 200089, China.
Kyung-Hyun SuhDepartment of Counseling Psychology, Sahmyook University, Seoul 01795, Republic of Korea.ORCID 0000-0002-0012-3786

Funding

Sahmyook University This paper was supported by the Sahmyook University Research Fund in 2025 [RI12025009].
6 · The paper itself

Abstract

This study investigated the psychological factors related to the enjoyment of playing musical instruments among Chinese adults. Additionally, it verified a model that can predict enjoyment using psychological variables, demographic profiles, and variables related to music to provide useful information and knowledge for further studies and interventions. The participants were 416 male and female Chinese adults aged 20-68 years. Predictive models were examined using stepwise regression and decision-tree analyses. The results revealed that extraversion, conscientiousness, agreeableness, and hardiness were positively correlated with the enjoyment of playing musical instruments, whereas the behavioral activation system (BAS) and behavioral inhibition system (BIS) showed negative correlations. Stepwise regression analysis revealed that fun-seeking accounted for the greatest variance in enjoyment in playing musical instruments. Fun-seeking, agreeableness, openness, self-directedness, and conscientiousness accounted for approximately 27.2% of the variance in enjoyment in playing musical instruments among Chinese adults. The decision-tree model included enjoyment of music class in childhood, self-directedness, age, experience playing musical instruments, experience growing up in a family that enjoys music, extraversion, and agreeableness. These findings suggest that psychological variables such as fun-seeking and agreeableness may play a more important role in Chinese adults' enjoyment of playing musical instruments.

Indexed as

enjoymentfun-seekingmusical instrumentpersonalityself-directedness

Identifiers

PMID40867434
PMCPMC12383183

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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.