Evidence map›Paper›PMID 41937845›Full record

ArticleFrontiers in psychology2026

Relationships among deliberate practice, task persistence, perceived challenge, and creative performance in physical education classes of Chinese secondary school students: a cross-sectional study.

Jilin Li, Xiaohui Jiang, Xuehui Zhang

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.

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0cells of the map it votes in
0citing papers in PubMed
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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.

Jilin LiSports Institute of Hefei Normal University, Hefei, Anhui, China.
Xiaohui JiangSchool of Physical Education, Jinggangshan University, Ji'an, China.
Xuehui ZhangSports Institute of Hefei Normal University, Hefei, Anhui, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Creativity in physical education (PE) has become increasingly important in educational psychology, particularly in China, where traditional teaching methods are being combined with more student-centered and cognitively engaging practices. However, research on the influence of motivational and cognitive factors, such as deliberate practice, task persistence, and perceived challenge, on creative performance among secondary school students in PE settings. Objective: This study aimed to explore the interrelationships among deliberate practice, task persistence, perceived challenge, and creative performance in physical education classes of Chinese secondary school students. Methods: A cross-sectional survey was conducted with 823 students aged 13 to 17 from six secondary schools in Anhui Province, China. Validated standardized instruments were used to measure deliberate practice, task persistence, perceived challenge, and creative performance. Structural equation modeling (SEM) was employed to test the hypothesized relationships among these variables and assess any mediating effects. Results: The analysis revealed that deliberate practice had a significant positive effect on creative performance ( Conclusion: The findings highlight the significance of structured effort, persistence, and optimal cognitive challenge in promoting creative performance in PE. By incorporating strategies for deliberate practice and encouraging sustained engagement with challenging tasks, it is possible to enhance creativity among Chinese adolescents in physical education settings.

Indexed as

creative performancedeliberate practiceperceived challengesecondary school studentstask persistence

Identifiers

PMID41937845
PMCPMC13044144

What OpenQuestion holds

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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.