Evidence map›Paper›PMID 41473762›Full record

ArticleFrontiers in psychiatry2025

Peer relationship, family factors, and mental health in rural children: a network analysis.

Zhen-Xing Huang, Hao-Ming Li

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 2025. 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

2 authors.

Zhen-Xing HuangWenzhou Seventh People's Hospital, Wenzhou, China.
Hao-Ming LiWenzhou Seventh People's Hospital, Wenzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The transition from childhood to early adolescence is a critical developmental period, particularly in rural areas where unique factors play a significant role. This study examined the interplay of peer and family factors on the mental health, including anxiety and depression, of 694 rural Chinese children in the transition to adolescence (aged 10-14). This study employed a quantitative design, analyzing data from 16 rural schools across seven provinces using Mixed Graphical Model (MGM) and Gaussian Graphical Model (GGM) network analyses to explore the relationships between variables related to family factors, peer relationships, anxiety, depression, and behavioral problems. Network analysis revealed that depression was a central node, and peer relationships had a greater impact on the mental health of these children than family factors. There was a significant correlation between depression and anxiety (weight = 0.55). Peer relationships were negatively associated with depression (weight = -0.31) and positively associated with father involvement. In contrast, the network shows that the experience of being left behind was not directly associated with mental health outcomes. Further analysis of the depression network revealed that negative mood was a central node. This study highlights that peer relationships have a far stronger connection to the mental health of rural Chinese children than family factors. Depression, and specifically negative mood, was central to the network, emphasizing the need for interventions that focus on improving peer interactions and addressing core depressive symptoms.

Indexed as

anxietydepressionnetwork analysispeer relationshiprural adolescent

Identifiers

PMID41473762
PMCPMC12745243

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.