Evidence map›Paper›PMID 42807490›Full record

ArticleFrontiers in psychology2026

Do positive childhood experiences reduce children's deviant behavior in physical education learning?-A longitudinal validation based on a latent variable growth model.

Yuyang Hou, Wangang Lv, Ye Bi, Menglin 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.

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

4 authors.

Yuyang HouSchool of Physical Education, Wuhan Sports University, Wuhan, China.
Wangang LvSchool of Physical Education, Wuhan Sports University, Wuhan, China.
Ye BiOffice of International Affairs, Wuhan Sports University, Wuhan, China.
Menglin ZhangEconomy & Management School, Wuhan Sports University, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In recent years, there has been a global decline in children's interest in participating in physical education classes, a phenomenon that has garnered continuous attention in the fields of physical education and sports psychology yet lacks systematic micro-level exploration and analysis. This study employed a questionnaire survey to conduct three waves of longitudinal testing over 3 years with 284 Chinese children. Based on cognitive behavioral theory, a theoretical model was constructed, and latent variable growth modeling and cross-lagged regression were used to analyze the trends in positive childhood experiences and children's deviant behavior in physical education learning, exploring the relationship between the development of positive childhood experiences and the development of children's deviant behavior in physical education learning, as well as the temporal effects between positive childhood experiences and children's deviant behavior in physical education learning. The results revealed that: (1) the impact of positive childhood experiences on children showed a linear increasing trend with age, while children's deviant behavior in physical education learning showed a linear decreasing trend with age; (2) the initial level of positive childhood experiences negatively predicted the initial level (β = -0.255,

Indexed as

child educational psychologychildren’s physical educationchildren’s wellbeingdeviant behaviorlife experiences

Identifiers

PMID42807490
PMCPMC13617057

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.