Evidence map›Paper›PMID 40823411›Full record

ArticleFrontiers in psychology2025

Rumination and psychological resilience in Chinese civil aviation flight students: the chain mediating role of proactive coping and generalized anxiety disorder.

Mingyu Liao, Haozhe Wang, Zongyu Liu, Enliang Hu

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. Review
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

4 authors.

Mingyu LiaoDepartment of Physical Training, Institute of Aviation Safety and Security, China Civil Aviation Flight Academy, Chengdu, China.
Haozhe WangSchool of Physical Education, China University of Mining and Technology, Jiangsu, China.
Zongyu LiuDepartment of Sport and Exercise Science, College of Education, Zhejiang University, Hangzhou, China.
Enliang HuDepartment of Physical Training, Institute of Aviation Safety and Security, China Civil Aviation Flight Academy, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: As the focus of aviation safety shifts from technology to human factors, the central role of psychological resilience in flight safety has become increasingly prominent. However, the internal mechanism of how rumination affects psychological resilience, particularly the chain mediating effect of proactive coping and generalized anxiety, has not been thoroughly explored in high-stress populations. Methods: Employing a cross-sectional design, 1,235 flight students from the Civil Aviation Flight University of China were surveyed using the Ruminative Response Scale (RRS), Connor-Davidson Resilience Scale (CD-RISC), Simplified Coping Style Questionnaire (SCSQ), and Generalized Anxiety Disorder Scale (GAD-7) to gather data. Structural equation modeling (SEM) and the Bootstrap method were used to test the chain mediating effect. Results: Rumination exhibited a significant negative correlation with psychological resilience ( Conclusion: Rumination in civil aviation flight students not only directly impairs psychological resilience but also indirectly influences it through the chain mechanism of inhibiting proactive coping and intensifying generalized anxiety. Consequently, it is recommended that civil aviation psychological training focus on cognitive-behavioral interventions to interrupt the activation of rumination, foster adaptive coping strategies, and construct a psychological resilience development model tailored to the specific demands of the aviation profession.

Indexed as

chain mediating effectgeneralized anxiety disorderproactive copingpsychological resiliencerumination

Identifiers

PMID40823411
PMCPMC12354603

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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.