Evidence map›Paper›PMID 42827586›Full record

ArticleFrontiers in psychology2026

The impact of perceived parental conflict and school protective factors on chronic stress among Chinese adolescents: a network analysis perspective.

Shujiao Li, Xiaohui Yu, Zixuan Zhang, Yingying Chi, Yuchen He, Ziying An, Ying Zhang, Lina Li

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.

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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

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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

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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

8 authors.

Shujiao Li *Hebei Key Laboratory of Mental Health and Brain Science, North China University of Science and Technology, Tangshan, China.
Xiaohui Yu *School of Marxism, Northeastern University at Qinhuangdao, Qinhuangdao, China.
Zixuan ZhangHebei Key Laboratory of Mental Health and Brain Science, North China University of Science and Technology, Tangshan, China.
Yingying ChiSchool of Marxism, Northeastern University at Qinhuangdao, Qinhuangdao, China.
Yuchen HeSchool of Resources Engineering, Heilongjiang University of Technology, Jixi, China.
Ziying AnHebei Key Laboratory of Mental Health and Brain Science, North China University of Science and Technology, Tangshan, China.
Ying ZhangHebei Key Laboratory of Mental Health and Brain Science, North China University of Science and Technology, Tangshan, China.
Lina LiHebei Key Laboratory of Mental Health and Brain Science, North China University of Science and Technology, Tangshan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronic stress poses an insidious and cumulative threat to adolescent health. Although family and school environments play pivotal roles, previous research has predominantly examined these domains in isolation. The ways in which familial risks and school protective factors interact to influence chronic stress remain underexplored. To address this gap, this study employs network analysis to elucidate the complex interplay between perceived parental conflict, school protective factors, and chronic stress among Chinese adolescents, thereby providing empirical evidence for multidimensional environmental interventions. Methods: Employing a combination of convenience and cluster sampling, a cross-sectional survey was conducted among 740 Chinese adolescents (323 males, 43.65%; 417 females, 56.35%; mean age = 16.54 ± 1.15 years). Measurement instruments included the Children's Perception of Interparental Conflict Scale, the Perceived Emotional Support from Teachers Questionnaire, the Perceived School Climate Scale, and the Perceived Stress Scale. Using R version 4.5.2 and the EBICglasso algorithm, a network comprising perceived parental conflict, perceived emotional support from teachers, school climate, and chronic stress was constructed. Node centrality and bridge centrality were computed, followed by accuracy and stability tests. Results: (1) Teacher caring and teacher support exhibited the highest node strength (1.23 and 1.19, respectively) and expected influence, identifying them as core nodes within the network. (2) Teacher support demonstrated a bridge strength greater than 0.60, serving as a critical bridge between family and school ecosystems. (3) Peer support showed the strongest direct negative partial correlation with chronic stress (β = -0.190). Notably, chronic stress itself displayed low node strength and a predictability of only 27.8%. This indicates that it occupies a peripheral position in the psychological network, manifesting more as a concomitant distal state rather than a core trait driving changes in other variables. (4) A strong positive association bridge emerged among threat, coping self-efficacy, and chronic stress. In the context of perceived parental conflict, the forced mobilization of coping self-efficacy may be accompanied by a simultaneous elevation in chronic stress levels. Conclusion: Teacher caring and teacher support are associated with critical hubs for family-school collaborative interventions targeting adolescent chronic stress, while peer support is associated with the most direct protective factor. Future interventions should prioritize strengthening teacher and peer support and avoid the blind enhancement of coping self-efficacy in uncontrollable family scenarios, thereby providing a solid empirical foundation for collaborative family-school prevention.

Indexed as

adolescentschronic stressnetwork analysisperceived parental conflictschool climateteacher support

Identifiers

PMID42827586
PMCPMC13631051

What Socratic 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 Socratic graph.