Evidence map›Paper›PMID 42774402›Full record

ArticleFrontiers in psychology2026

The association pathway between music practice and mental health: a study on social connectedness, perceived stress, and anxiety among individuals with piano experience.

Jie Tan

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

1 author.

Jie TanMusic College of Sichuan Normal University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To explore the association pathway between daily participation in music practice and mental health indicators, focusing on analyzing the cross-sectional network relationships among performing flow experience, social connectedness, perceived stress, and anxiety among individuals with piano experience. Methods: A cross-sectional online survey design was adopted, yielding a total of 890 valid questionnaires. Based on the presence or absence of piano practice experience, the sample was divided into two questionnaire coding groups: Group Results: (1) The social connectedness of Group Conclusion: The relationship between flow experience and lower stress or anxiety in piano practice is not a simple direct mapping, but constitute a specific cross-sectional statistical association pathway through the potential joint transformation of social connectedness and perceived stress. The results provide empirical clues for exploring the associations between daily arts participation and mental health.

Indexed as

anxietycross-sectional studyflow experiencemusic practiceperceived stresssocial connectedness.

Identifiers

PMID42774402
PMCPMC13593876

What OpenQuestion holds

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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.