Evidence map›Paper›PMID 42322059›Full record

ArticleJournal of nursing management2026

Longitudinal Interplay Between Team Resilience and Team Stress in Low-Stability Clinical Nursing Teams: A Cross-Lagged Panel Network Analysis.

Zhiwei Wang, Lan Gao, Siya Meng, Xueqing Song, Xiaorong Luan

Abstract read
In one paragraph

Article in Journal of nursing management, 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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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

5 authors.

Zhiwei WangSchool of Nursing and Rehabilitation, Shandong University, Qilu Hospital of Shandong University, Jinan, Shandong, China, qiluhospital.com.ORCID https://orcid.org/0000-0002-1799-6911
Lan GaoSchool of Nursing and Rehabilitation, Shandong University, Qilu Hospital of Shandong University, Jinan, Shandong, China, qiluhospital.com.ORCID https://orcid.org/0009-0000-6040-3723
Siya MengSchool of Nursing and Rehabilitation, Shandong University, Qilu Hospital of Shandong University, Jinan, Shandong, China, qiluhospital.com.ORCID https://orcid.org/0009-0003-6771-5537
Xueqing SongSchool of Nursing and Rehabilitation, Shandong University, Qilu Hospital of Shandong University, Jinan, Shandong, China, qiluhospital.com.ORCID https://orcid.org/0000-0002-3968-8450
Xiaorong LuanSchool of Nursing and Rehabilitation, Shandong University, Qilu Hospital of Shandong University, Jinan, Shandong, China, qiluhospital.com.ORCID https://orcid.org/0000-0001-5614-268X

Funding

Key Technology Research and Development Program of Shandong 2021CXGC011301
6 · The paper itself

Abstract

aimTo estimate longitudinal predictive relationships between team resilience and team stress among low-stability clinical nursing teams, identifying core driving factors and bridging mechanisms using cross-lagged panel network analysis.

backgroundChronic instability in clinical nursing teams disrupts workflows and triggers systemic team stress, which is further exacerbated by digital health technology burdens and moral distress. Understanding how specific dimensions of team resilience interact with these facets of team stress over time is essential for developing precise organizational interventions.

designA two-wave longitudinal panel study.

methodsData from the Nurse Team Health Management Research Cohort across two waves (October 2024 and December 2025) included 5164 clinical nurses aggregated into 285 low-stability nurse teams. Team resilience and team stress were assessed using the Analyzing and Developing Adaptability and Performance in Teams to Enhance Resilience Scale and a customized Nursing Job Stressor Inventory. A cross-lagged panel network was estimated to identify influential nodes and network conduits.

resultsDigital health technology burden exhibited the highest predictive power, driving team stress and significantly predicting subsequent moral distress. Moral distress emerged as a potentially destructive bridge, which may negatively predict multiple resilience dimensions over time. Conversely, cooperation with other departments appeared to serve as a protective bridge, mitigating subsequent subjective work stress and digital technology burden. Monitoring exhibited a potentially paradoxical effect, positively predicting subsequent subjective work stress.

conclusionDigital health technology burden drives occupational stress in low-stability nursing teams. Moral distress may erode team resilience, whereas cross-departmental cooperation acts as a potential protective shield. IMPLICATIONS FOR NURSING MANAGEMENT: This study shifts the focus of occupational stress management from the individual to the team level. To stabilize nursing teams facing chronic instability and high turnover, healthcare administrators should move beyond generic stress reduction. Targeted interventions must focus on alleviating digital workflow burdens, instituting routine ethical debriefings to resolve moral distress, and formalizing boundary-spanning cooperation protocols.

Indexed as

Occupational StressPatient Care TeamResilience, PsychologicalHumansLongitudinal StudiesStress, PsychologicalSurveys and Questionnairescross-lagged panel networkdigital health technology burdenmoral distressnursesteam resilienceteam stress

Identifiers

PMID42322059
PMCPMC13282460

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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 OpenQuestion graph.