Evidence map›Paper›PMID 41749254›Full record

ArticleBMC nursing2026

Digital alert fatigue and escalation behaviours in nurse-led remote postoperative care: a cross-sectional study.

Wang-Zhen Zhang, Wei-Hong Huang, Xiao-Jing Lin, Qing-Qing Xie, Xiao-Li Guo

Abstract read
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Article in BMC nursing, 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

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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.

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

5 authors.

Wang-Zhen ZhangDepartment of Anesthesiology and Operating Room, Wenzhou Central Hospital, Affiliated to Wenzhou Medical University, 252 Bai Li Dong Road, Wenzhou, 325000, China.
Wei-Hong HuangDepartment of Thoracic Surgery, Wenzhou Central Hospital, Affiliated to Wenzhou Medical University, Wenzhou, 325000, China.
Xiao-Jing LinDepartment of Thoracic Surgery, Wenzhou Central Hospital, Affiliated to Wenzhou Medical University, Wenzhou, 325000, China.
Qing-Qing XieDepartment of Thoracic Surgery, Wenzhou Central Hospital, Affiliated to Wenzhou Medical University, Wenzhou, 325000, China.
Xiao-Li GuoDepartment of Anesthesiology and Operating Room, Wenzhou Central Hospital, Affiliated to Wenzhou Medical University, 252 Bai Li Dong Road, Wenzhou, 325000, China. lhds18@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNurse-led remote postoperative care has been increasingly adopted to enhance continuity of care following hospital discharge. However, the high volume of digital information and alerts generated during remote care may place substantial cognitive demands on nurses, potentially resulting in digital alert fatigue. To date, limited research has explored the association between digital alert fatigue and nurses’ risk escalation behaviours in remote postoperative care settings.

methodsThis descriptive cross-sectional study surveyed registered nurses involved in nurse-led remote postoperative care at a tertiary hospital. Data were collected using a structured electronic questionnaire assessing demographic and work-related characteristics, digital alert fatigue, and escalation behaviours. Digital alert fatigue and escalation behaviours were measured using context-specific, validated self-report scales. Descriptive statistics were used to summarise participant characteristics and key study variables. Correlation analyses and multivariable linear regression models were performed to examine the association between digital alert fatigue and escalation behaviours, adjusting for nursing experience, workload-related factors, and the availability of standardised escalation protocols.

resultsA total of 103 nurses were included in the final analysis. Nurses reported moderate to moderately high levels of digital alert fatigue (Median 3.4; IQR: 3.0–3.8) and moderate levels of escalation behaviours (Median 3.6; IQR: 3.2–4.0). Correlation analysis revealed a significant negative association between digital alert fatigue and escalation behaviours (r = − 0.41, p < 0.001). In multivariable linear regression analyses, higher digital alert fatigue remained significantly associated with lower escalation behaviour scores after adjustment for nursing experience, workload, and the availability of standardised escalation protocols (β= −0.35, p < 0.001). In addition, nurses with access to standardised escalation protocols reported significantly higher escalation behaviour scores (β = 0.27, p = 0.003). By contrast, higher digital workload indicators demonstrated directionally consistent but relatively weaker negative associations with escalation behaviours.

conclusionsDigital alert fatigue is common in nurse-led remote postoperative care and is associated with reduced proactive escalation behaviours among nurses. These findings suggest that optimizing digital alert management strategies and implementing standardised escalation pathways may support nurses’ clinical decision-making and enhance patient safety in remote care settings. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Digital alert fatigueDigital healthEscalation behavioursNurse-led carePatient safetyRemote postoperative care

Identifiers

PMID41749254
PMCPMC13041063

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.