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.
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.
What it found
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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.
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.
Who cites it
1 citing paper in PubMed.
- Healthcare system disruption across WHO-declared PHEICs: a 4S comparative case analysis.Frontiers in public health · 2026Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
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.