Evidence map›Paper›PMID 41239327›Full record

ArticleBMC public health2025

Uncovering the prevalence, risk factors and consequences of school bullying in China's rural primary schools.

Wenting Liu, Yuyang Xie, Yajie Wang, Bin Tang, Hongyu Guan, Fang Chang

Abstract read
In one paragraph

Article in BMC public health, 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

6 authors.

Wenting LiuCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, No. 620 West Chang'an Street, Chang'an District, Xian, 710119, China.
Yuyang XieCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, No. 620 West Chang'an Street, Chang'an District, Xian, 710119, China.
Yajie WangCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, No. 620 West Chang'an Street, Chang'an District, Xian, 710119, China.
Bin TangCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, No. 620 West Chang'an Street, Chang'an District, Xian, 710119, China.
Hongyu GuanCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, No. 620 West Chang'an Street, Chang'an District, Xian, 710119, China.
Fang ChangCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, No. 620 West Chang'an Street, Chang'an District, Xian, 710119, China. changfang4421@163.com.

Funding

Higher Education Discipline Innovation Project B16031National Natural Science Foundation of China 72373085
6 · The paper itself

Abstract

backgroundSchool bullying has emerged as a significant global issue with profound implications for the cognitive and non-cognitive development of children. Despite a growing body of research on bullying in urban areas, there is a dearth of comprehensive studies focusing on rural and underdeveloped regions. This study aims to fill this gap by examining the prevalence of bullying, its contributing factors, and its associations between cognitive and non-cognitive abilities of rural primary school students in underdeveloped regions.

methodThe study utilized data from a social-emotional survey conducted among 4134 fourth-grade students from rural primary schools in three cities of Gansu province, China. Bullying victimization was measured using the "Students Bullied at School" (SBS) scale, cognitive ability was assessed through standardized math scores, and non-cognitive ability was evaluated using the Strengths and Difficulties Questionnaire (SDQ). Socioeconomic data were also collected, encompassing student, family, teacher, and school characteristics. To ensure the robustness of the findings, propensity score matching (PSM) was employed to address potential sample selection bias.

resultsThe study revealed a high prevalence of bullying victimization in less developed rural China, with boys, older students, and those from single-parent families particularly vulnerable. It highlighted family factors like lower parental education, single parenthood, and maternal migration as predictors of bullying. A higher student-teacher ratio associated with increased bullying incidents. The research linked bullying to diminished cognitive performance, reflected in lower math scores, and adverse impacts on non-cognitive skills, marked by elevated difficulties and diminished prosocial behavior among affected students.

conclusionsThe findings underscore the critical need for targeted interventions to mitigate school bullying in rural China. Understanding the risk factors and the negative consequences of bullying is essential for developing effective prevention strategies and improving student welfare. The study contributes to the literature by providing insights into bullying in underdeveloped areas and by using internationally standardized measures, which enhances the comparability of the results with global studies.

Indexed as

BullyingCrime VictimsRural PopulationSchoolsStudentsChildChinaFemaleHumansMalePrevalenceRisk FactorsSurveys and QuestionnairesBullying prevalenceChild developmentCognitive and non-cognitive abilitiesRisk factorsSchool bullying

Identifiers

PMID41239327
PMCPMC12619194

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.