Evidence map›Paper›PMID 42812572›Full record

ArticleGeneral psychiatry2026

Phase-specific networks of job stress, anxiety and insomnia during acute crisis and chronic strain: A citywide study of public health nurses in Shanghai.

Quyige Gao, Fan Hu, Ruijie Chang, Shangbin Liu, Chen Xu, Xin Ge, Birong Wu, Shunyu Tao, Yujie Liu, Rui Li and 3 more

Abstract read
In one paragraph

Article in General psychiatry, 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Quyige GaoInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0009-0003-4237-8482
Fan HuInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0000-0002-7929-6953
Ruijie ChangSchool of Public Health Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0000-0002-0629-2660
Shangbin LiuInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0000-0001-9455-5282
Chen XuInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0009-0004-7158-5402
Xin GeInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0000-0003-3280-388X
Birong WuInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0000-0002-0959-6686
Shunyu TaoInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0009-0004-7217-2597
Yujie LiuInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0000-0002-6093-9509
Rui LiDepartment of Nursing Shanghai Pulmonary Hospital Shanghai China.ORCID https://orcid.org/0009-0000-5214-3132
Lin WangShanghai Jiao Tong University School of Nursing Shanghai China.ORCID https://orcid.org/0000-0002-9878-2789
Jun MaCenter for Community Health Care Shanghai Jiao Tong University China Hospital Development Institute Shanghai China.ORCID https://orcid.org/0009-0004-4731-2762
Yong CaiInstitute of Clinical Research Tongren Hospital, Shanghai Jiao Tong University School of Medicine Shanghai China.ORCID https://orcid.org/0000-0002-5706-7906

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Psychological distress among public health nurses (PHNs) during major public health emergencies may vary across response phases, from acute crisis to prolonged chronic strain. Although the mental health consequences of sustained emergency response are well documented, evidence on how symptom connectivity patterns differ across acute and chronic phases remains limited. Aims: This study aims to compare symptom centrality and connectivity patterns of job stress, anxiety and insomnia among PHNs during acute crisis and chronic strain and to identify phase-specific associations that may inform tailored intervention strategies. Methods: We conducted a city-wide, two-wave census survey of PHNs across all 249 community health centres in Shanghai, China. Data were collected during the acute crisis phase (October-November 2022; Results: Overall psychological distress was lower during the chronic strain phase than during the acute crisis phase; however, symptom-level connectivity patterns differed between the two phases, with notable differences in centrality. Conflicting responsibilities and limited opportunity to draw on prior experience and training showed stable metric-specific centrality across both phases. During the acute phase, network centrality was anchored by operational instability-including unclear roles and high effort demands-alongside anxiety-related hyperarousal. During chronic strain, the most central nodes were characterised by sustained workload burden and impaired recovery, such as difficulty relaxing. Bayesian models consistently positioned work-related stressors at upstream positions within the distress architecture. Subgroup analyses revealed that symptoms were more tightly interconnected among younger PHNs (< 36 years) during acute crisis. Conclusions: The psychological architecture of workforce distress is phase-specific; therefore, 'one-size-fits-all' interventions are inadequate. Interventions should prioritise operational clarity during acute crises and workload management and recovery support during prolonged strain. Integrating these phase-adapted strategies into public health systems may help sustain a resilient frontline workforce.

Indexed as

emergency preparednessjob stressnetwork analysispublic health nursesworkforce resilience

Identifiers

PMID42812572
PMCPMC13620847

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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.