Evidence map›Paper›PMID 41561587›Full record

ArticleFrontiers in psychology2025

Influential factors of school bullying among junior high school students: an analysis based on hierarchical linear models.

Yingying Wang, Xingyu Li, Nianhao Song, Changhao Jiang, Pei Liu

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Yingying WangSchool of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing, China.
Xingyu LiSchool of Physical Education, Capital University of Physical Education and Sports, Beijing, China.
Nianhao SongSchool of Physical Education, Capital University of Physical Education and Sports, Beijing, China.
Changhao JiangSchool of Kinesiology and Health, Capital University of Physical Education and Sports, Beijing, China.
Pei LiuAffiliated Competitive Sports School, Capital University of Physical Education and Sports, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Exploring the factors and internal mechanisms influencing school bullying among junior high school students is crucial for preventing and controlling its occurrence. Such research provides a reference for supporting students' physical and mental health development and promoting the high-quality advancement of education. Methods: This study based on data from the China Education Panel Survey (2014-2015), this study employed hierarchical linear modeling to examine the individual- and school-level factors associated with bullying in junior high schools. The analysis focused on identifying predictors at both levels and investigating their interactive mechanisms. Results: At the individual level, gender, academic achievement, health status, disciplinary behaviors, and parental discipline were significant predictors of school bullying. At the school level, school type significantly predicted bullying prevalence. Furthermore, moderation analysis indicated that school type moderated the relationship between parental discipline and bullying. Specifically, the negative association between parental discipline and bullying was stronger in private schools compared to public schools. Discussion: This study reveals both the direct effects and the interactive mechanisms of factors influencing school bullying among junior high school students. The findings offer valuable insights for developing practical and effective prevention and intervention strategies, particularly by considering the moderating role of school type.

Indexed as

China education panel survey datahierarchical linear modelsjunior high school studentsschool bullyingschool type

Identifiers

PMID41561587
PMCPMC12812978

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.