Evidence map›Paper›PMID 40281632›Full record

ArticleChild and adolescent psychiatry and mental health2025

The impact of physical exercise on internalizing and externalizing problem behaviors among middle school students: correlation and regression prediction analysis.

Jingtao Wu, Xinjuan Zhao, Yanhong Shao, Wanli Zang, Hu Jun, Wenjun Yu

Abstract read
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Article in Child and adolescent psychiatry and mental health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

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0cells of the map it votes in
9citing 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

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3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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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

6 authors.

Jingtao WuSchool of Physical Education, Leshan Normal University, Leshan, China.
Xinjuan ZhaoSchool of Physical Education, Leshan Normal University, Leshan, China.
Yanhong ShaoXiangshui Teacher Development Center, Yancheng, China.
Wanli ZangPostgraduate School, Harbin Sport University, Harbin, China.
Hu JunSchool of Physical Education, Leshan Normal University, Leshan, China.
Wenjun YuCollege of Physical Education and Health Sciences, Guangxi Minzu University, 188 University Avenue East, Nanning, 530006, Guangxi Province, China. 18781483387@163.com.

Funding

Leshan Normal University's Incubation Project 2052-20165National Social Science Fund Project 23BTY116Sichuan Province College Students' Sports Association Annual Project 23CDTXQ004Zigong City Health and Medical Communication Research Center Project YXJKCB-2022-18
6 · The paper itself

Abstract

backgroundThis study explored the impact of physical exercise on internalizing and externalizing problem behaviors among Chinese middle school students.

methodsA cross-sectional survey was conducted among 6368 middle school students from Sichuan, Guangdong, Shandong, Henan, and Jiangxi provinces, using the International Physical Activity Questionnaire (IPAQ), Achenbach Youth Self-Report (YSR), and Depression-Anxiety-Stress Scales (DASS). Latent class analysis, multiple linear regression, and Kendall's tau coefficient tests were employed to analyze the data.

resultsPhysical exercise significantly reduced externalizing problem behaviors, including impulsivity (β = 0.188, p < 0.001), hostility (β = 0.129, p < 0.001), and aggressiveness (β = 0.158, p < 0.001), and also alleviated depression (β = 0.087, p < 0.01). Latent class analysis revealed that students with high levels of exercise had significantly fewer externalizing behaviors compared to low-level exercisers (p < 0.001). High-intensity exercise had greater effects, particularly on impulsivity and hostility. Rural male students exhibited higher levels of aggressiveness and hostility, while urban female students benefited more from exercise interventions.

conclusionPhysical exercise has a significant positive impact on reducing externalizing problem behaviors, especially impulsivity, hostility, and aggressiveness, among middle school students. However, its effects on internalizing behaviors are relatively limited. Intervention strategies should consider individual characteristics such as gender and location to maximize effectiveness.

Indexed as

Externalizing problem behaviorsInternalizing problem behaviorsLatent class analysisMiddle school studentsPhysical exercise

Identifiers

PMID40281632
PMCPMC12023609

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LicenceCC BY
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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.