Evidence map›Paper›PMID 40542361›Full record

ArticleBMC nursing2025

Alarm fatigue in healthcare: a scoping review of definitions, influencing factors, and mitigation strategies.

Elizabeth Anna Mathilde Michels, Stephen Gilbert, Iulia Koval, Magdalena Katharina Wekenborg

Abstract read
In one paragraph

Article in BMC nursing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed, 1 pooled it
–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

37 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Alert burden when monitoring patients' vital signs continuously at home.Journal of clinical monitoring and computing · 2026
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  10. Observational
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  17. Ethical and Legal Implications of Implementing AI in Gastrointestinal Endoscopy.Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society · 2026
    Review
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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

4 authors.

Elizabeth Anna Mathilde MichelsElse Kröner Fresenius Center for Digital Health, Faculty of Medicine, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany. elizabeth.michels@ukdd.de.
Stephen GilbertElse Kröner Fresenius Center for Digital Health, Faculty of Medicine, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany.
Iulia KovalFaculty of Psychology, Technical University Dresden, Zellescher Weg 17, 01069, Dresden, Germany.
Magdalena Katharina WekenborgElse Kröner Fresenius Center for Digital Health, Faculty of Medicine, Technical University Dresden, Fetscherstraße 74, 01307, Dresden, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlarm Fatigue is recognized as a significant risk to both patient safety and the well-being of healthcare professionals (HCPs). However, it remains an underexplored phenomenon, further complicated by the lack of a harmonized definition. This review aims to (1) propose a harmonized definition; (2) identify operationalization methods; (3) summarize influencing factors; (4) examine consequences; and (5) outline potential strategies for reducing Alarm Fatigue.

methodsThis scoping review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR). A systematic search was conducted in PubMed, CINAHL, MEDLINE, and Google Scholar using keywords related to Alarm Fatigue, covering the literature published up to April 2024. Publications were included if they addressed at least one of the five review objectives. Extracted data covered definitions, operationalization methods, influencing factors, consequences, and mitigation strategies.

resultsA total of 32 publications were included. Definitions varied, but most described Alarm Fatigue as a phenomenon in which repeated exposure to frequent or non-actionable alarms leads to sensory overload, emotional strain, and a gradual desensitization or reduced responsiveness among HCPs, increasing the risk of delayed or inadequate alarm responses and compromising patient safety. Self-report questionnaires and observational methods were most frequently used tools for operationalization, while physiological and lab-based approaches were rare. Alarm overload, psychosocial work conditions, and individual traits have been identified as factors that may increase the likelihood of Alarm Fatigue. In turn, Alarm Fatigue was linked to delayed alarm responses, communication breakdowns, and increased stress and burnout among HCPs. Identified strategies for reducing Alarm Fatigue included training programs, technical improvements (e.g., alarm customization), protocol adjustments, and broader organizational interventions.

conclusionsThe review highlights Alarm Fatigue as a complex and clinically relevant issue. By proposing a harmonized definition and mapping key findings across five domains, it offers a structured foundation for future research. Standardized definitions and measurement tools, along with targeted multi-level interventions, are essential for addressing Alarm Fatigue and improving both patient safety and working conditions in healthcare.

trial registrationThe review was preregistered on the website https://aspredicted.org with the preregistration number #169,578. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Alarm fatigueHealthcare quality improvementNursesPatient safetyWell-being at work

Identifiers

PMID40542361
PMCPMC12181921

What OpenQuestion holds

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Registered trials

None linked

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.