Evidence map›Paper›PMID 41890943›Full record

ArticleFrontiers in psychology2026

Strive for excellence: unboxing the antecedents of art design students' creativity in the learning process in China.

Jin Jianhao, Veronica Ng, Lim Chong Hin, Mohamed Rizal Mohamed, Md Sazzad Hossain

Erratum issuedAbstract 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. An erratum has been issued. 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

5 · Who and what money

Authors and funding

5 authors.

Jin JianhaoSchool of Fine Arts and Design, Heze University, Heze, China.
Veronica NgSchool of Architecture, Building and Design, Taylor's University, Subang Jaya, Malaysia.
Lim Chong HinSchool of Architecture, Building and Design, Taylor's University, Subang Jaya, Malaysia.
Mohamed Rizal MohamedFaculty of Built Environment, Universiti Teknologi MARA, Shah Alam, Malaysia.
Md Sazzad HossainCollege of Tourism and Hospitality, University of Tabuk, Tabuk, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: The study aims to examine how personality characteristics, disciplinary values, self-efficacy, emotional management, and learning style affect student creativity during the learning process. Later, determine the mediating role of reflective practice and the moderating role of the learning environment. Methods: A total of 402 final-year Art Design undergraduates from Shandong province in mainland China responded to the questions. Results: The findings indicate that students' personality characteristics, self-efficacy, disciplinary values, and emotional management significantly affect reflective practice. Moreover, reflective practice substantially played a role in mediation. Surprisingly, learning style does not significantly affect reflective practice or creativity during learning. The learning environment was actively moderated. Finally, reflective practice and student creativity in the learning process are significantly related. Conclusion: This study elucidated the learning processes of Chinese Art Design students' creativity. It is anticipated to offer a novel foundation and viewpoint for improving Art Design education.

Indexed as

creativity in the learning processdisciplinary valueemotional managementlearning environmentlearning stylepersonality characteristicsreflective practiceself-efficacy

Identifiers

PMID41890943
PMCPMC13014482

What OpenQuestion holds

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LicenceCC BY
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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.