Evidence map›Paper›PMID 42539538›Full record

ArticleFrontiers in psychiatry2026

Physical education performance as a protective pathway: breaking the cycle between learning burnout and gaming disorder in Chinese adolescents.

Qiurong Jiang, Cheng Wei, Man Chen, Xiaogang Wang, Guangrong Gong, Yaoyao Zhou, Qinghai Zou, Yisong Yang

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 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

8 authors.

Qiurong JiangCollege of Education Chengdu College of Arts and Sciences, Chengdu, China.
Cheng WeiCollege of Education Chengdu College of Arts and Sciences, Chengdu, China.
Man ChenCollege of Education Chengdu College of Arts and Sciences, Chengdu, China.
Xiaogang WangSchool of Education and Psychology, Southwest Minzu Univers, Chengdu, China.
Guangrong GongCollege of Education Chengdu College of Arts and Sciences, Chengdu, China.
Yaoyao ZhouCollege of Education Chengdu College of Arts and Sciences, Chengdu, China.
Qinghai ZouDujiangyan Taziba Middle School, Dujiangyan, China.
Yisong YangCollege of Education Chengdu College of Arts and Sciences, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: Gaming disorder (GD) and learning burnout (LB) are critical issues impacting adolescents, with GD recognized by the World Health Organization as a behavioral addiction and LB contributing to academic disengagement. While prior research has examined bivariate relationships, such as GD's negative correlation with academic performance and physical education performance, or LB's association with poor grades, no study has integrated all four variables into one model to explore their dynamic interactions longitudinally. Methods: A cross-lagged panel network (CLPN) model was applied to longitudinal data from 811 Chinese middle school students collected at two time points. Results: GD and LB showed minimal direct effects on academic performance or physical education performance. Instead, academic performance and physical education performance acted as protective factors, significantly alleviating LB, particularly among boys. These two protective factors were mutually reinforcing. Cognitive exhaustion (a core component of LB) and GD functioned as reciprocal risk factors. Conclusion: Interventions for adolescent maladjustment should prioritize addressing learning burnout through academic and physical avenues rather than overemphasizing gaming disorder, with tailored strategies for different genders.

Indexed as

academic performancegaming disorderlearning burnoutmiddle school studentphysical education performance

Identifiers

PMID42539538
PMCPMC13423978

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.