Evidence map›Paper›PMID 42563202›Full record

ArticleBMC psychology2026

A network analysis of school refusal behavior among Hani adolescents in rural border regions of Yunnan, China.

Yunpeng Jiang, Chenwei Liu, Xuelian Gao, Dehong Tan, Yong Yang, Xiao Ma

Abstract read
In one paragraph

Article in BMC 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
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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

6 authors.

Yunpeng JiangYunnan Land and Resources Vocational College, Kunming, 652501, China.
Chenwei LiuYunnan Land and Resources Vocational College, Kunming, 652501, China.
Xuelian GaoYunnan Land and Resources Vocational College, Kunming, 652501, China.
Dehong TanYunnan Land and Resources Vocational College, Kunming, 652501, China.
Yong YangYunnan Land and Resources Vocational College, Kunming, 652501, China.
Xiao MaYunnan Land and Resources Vocational College, Kunming, 652501, China. maxiao1995@126.com.

Funding

Scientific Research Fund Project of Education Department of Yunnan Province 2026J1523
6 · The paper itself

Abstract

objectiveThis study applied network analysis to explore the complex associations between school refusal behavior (SRB) and related individual and environmental psychosocial factors among rural ethnic minority adolescents in China's border regions (Yunnan), identifying core and bridge nodes to inform targeted interventions.

methodsA cross-sectional design was used to survey 1,357 adolescents aged 11-15 years (M

resultsThe network revealed strong connections within SRB dimension, with the strongest edge between anxious anticipation and difficult transition (edge weight = 0.567). Among cross-variable connections, harsh parenting showed the strongest links with school avoidance (0.279) and pathological internet use (0.227). Centrality analysis indicated that anxious anticipation and difficult transition were the core nodes. Bridge centrality analysis identified harsh parenting and pathological internet use as key bridge nodes, linking family risk, emotional distress, and avoidance behaviors.

conclusionsSRB among rural ethnic minority adolescents is embedded in a psychosocial network centered on anxious anticipation and difficult transition, closely intertwined with family risk (harsh parenting) and pathological internet use. Interventions should systematically address core anxiety symptoms while jointly targeting bridge factors such as improving parenting practices and managing pathological internet use to disrupt the maintenance of SRB.

Indexed as

Adolescent BehaviorRural PopulationSchoolsAdolescentAnxietyChildChinaCross-Sectional StudiesFemaleHumansMaleParentingEthnic minoritiesNetwork analysisRural adolescentsSchool refusal behavior

Identifiers

PMID42563202
PMCPMC13445878

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.