Evidence map›Paper›PMID 42221647›Full record

Observational studyFrontiers in public health2026

Analysis of hospital resilience in public health emergencies using structural equation modeling: based on risk perception, resource preparedness, and team collaboration.

Yunpeng Chen, Hao Wu

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in public health, 2026. 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

2 authors.

Yunpeng ChenPeking Union Medical College Press, Beijing, China.
Hao WuDepartment of Emergency, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Public health emergencies place sustained pressure on hospital operations and service continuity. However, existing studies have more often emphasized institutional arrangements or resource stockpiles than the governance processes through which hospital resilience is associated with risk sensing, resource orchestration, and collaborative operation. Objective: This study aimed to test a governance-based framework linking risk sensing, resource orchestration, collaborative governance, and hospital resilience in a public health emergency context. Methods: A retrospective observational design was used based on the COVID-19 response of our hospital from January to June 2020. Management archive data and retrospective questionnaire data were integrated, and 386 valid cases were analyzed using structural equation modeling with subgroup and robustness analyses. Results: The results showed that stronger risk sensing was positively associated with stronger resource orchestration and collaborative governance, and that collaborative governance had the strongest association with resilience. The direct association between risk sensing and resilience became non-significant after the mediating variables were included, supporting an indirect pathway through resource orchestration and collaboration. These patterns remained broadly stable across subgroup and robustness analyses. Conclusion: In this single-hospital COVID-19 context, hospital resilience was associated with a sequential governance pattern linking risk sensing, resource orchestration, and collaborative operation. The findings support a capability-oriented perspective on hospital emergency governance, while their applicability is most direct for large, relatively well-resourced hospitals.

Indexed as

Cooperative BehaviorCOVID-19EmergenciesHospitalsPublic HealthHumansRetrospective StudiesSARS-CoV-2Surveys and Questionnaireshospital resiliencepublic health emergenciesresource governancerisk perceptionstructural equation modelingteam collaboration

Identifiers

PMID42221647
PMCPMC13219275

What Socratic holds

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LicenceCC BY
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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.