Literature DB >> 29112077

Technological Distractions (Part 2): A Summary of Approaches to Manage Clinical Alarms With Intent to Reduce Alarm Fatigue.

Bradford D Winters1, Maria M Cvach, Christopher P Bonafide, Xiao Hu, Avinash Konkani, Michael F O'Connor, Jeffrey M Rothschild, Nicholas M Selby, Michele M Pelter, Barbara McLean, Sandra L Kane-Gill.   

Abstract

OBJECTIVE: Alarm fatigue is a widely recognized safety and quality problem where exposure to high rates of clinical alarms results in desensitization leading to dismissal of or slowed response to alarms. Nonactionable alarms are thought to be especially problematic. Despite these concerns, the number of clinical alarm signals has been increasing as an everincreasing number of medical technologies are added to the clinical care environment. DATA SOURCES: PubMed, SCOPUS, Embase, and CINAHL. STUDY SELECTION: We performed a systematic review of the literature focused on clinical alarms. We asked a primary key question; "what interventions have been attempted and resulted in the success of reducing alarm fatigue?" and 3-secondary key questions; "what are the negative effects on patients/families; what are the balancing outcomes (unintended consequences of interventions); and what human factor approaches apply to making an effective alarm?" DATA EXTRACTION: Articles relevant to the Key Questions were selected through an iterative review process and relevant data was extracted using a standardized tool. DATA SYNTHESIS: We found 62 articles that had relevant and usable data for at least one key question. We found that no study used/developed a clear definition of "alarm fatigue." For our primary key question 1, the relevant studies focused on three main areas: quality improvement/bundled activities; intervention comparisons; and analysis of algorithm-based false and total alarm suppression. All sought to reduce the number of total alarms and/or false alarms to improve the positive predictive value. Most studies were successful to varying degrees. None measured alarm fatigue directly.
CONCLUSIONS: There is no agreed upon valid metric(s) for alarm fatigue, and the current methods are mostly indirect. Assuming that reducing the number of alarms and/or improving positive predictive value can reduce alarm fatigue, there are promising avenues to address patient safety and quality problem. Further investment is warranted not only in interventions that may reduce alarm fatigue but also in defining how to best measure it.

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Mesh:

Year:  2018        PMID: 29112077     DOI: 10.1097/CCM.0000000000002803

Source DB:  PubMed          Journal:  Crit Care Med        ISSN: 0090-3493            Impact factor:   7.598


  25 in total

1.  Organizing Audible Alarm Sounds in the Hospital: A Card-Sorting Study.

Authors:  Melanie C Wright; Sydney Radcliffe; Suzanne Janzen; Judy Edworthy; Thomas Reese; Noa Segall
Journal:  IEEE Trans Hum Mach Syst       Date:  2020-09-14       Impact factor: 2.968

2.  State of Science in Alarm System Safety: Implications for Researchers, Vendors, and Clinical Leaders.

Authors:  Azizeh K Sowan; Nancy Staggers; Charles C Reed; Tommye Austin; Qian Chen; Shouhuai Xu; Emme Lopez
Journal:  Biomed Instrum Technol       Date:  2022-01-01

3.  Home pulse oximetry after discharge from a quaternary-care children's hospital: Prescriber patterns and perspectives.

Authors:  Julie Fierro; Heidi Herrick; Nicole Fregene; Amina Khan; Daria F Ferro; Maria N Nelson; Canita R Brent; Christopher P Bonafide; Sara B DeMauro
Journal:  Pediatr Pulmonol       Date:  2021-10-18

Review 4.  Artificial and human intelligence for early identification of neonatal sepsis.

Authors:  Brynne A Sullivan; Sherry L Kausch; Karen D Fairchild
Journal:  Pediatr Res       Date:  2022-09-20       Impact factor: 3.953

Review 5.  A call to alarms: Current state and future directions in the battle against alarm fatigue.

Authors:  Marilyn Hravnak; Tiffany Pellathy; Lujie Chen; Artur Dubrawski; Anthony Wertz; Gilles Clermont; Michael R Pinsky
Journal:  J Electrocardiol       Date:  2018-07-29       Impact factor: 1.438

6.  Sounds good: the bright future of clinical alarm management initiatives.

Authors:  Halley Ruppel; Christopher P Bonafide
Journal:  BMJ Qual Saf       Date:  2020-02-21       Impact factor: 7.035

7.  The Modified Early Warning Score: A Useful Marker of Neurological Worsening but Unreliable Predictor of Sepsis in the Neurocritically Ill-A Retrospective Cohort Study.

Authors:  Jeannette Hester; Teddy S Youn; Erin Trifilio; Christopher P Robinson; Marc-Alain Babi; Pouya Ameli; William Roth; Sebastian Gatica; Michael A Pizzi; Aimee Gennaro; Charles Crescioni; Carolina B Maciel; Katharina M Busl
Journal:  Crit Care Explor       Date:  2021-05-18

8.  Actionable Ventricular Tachycardia During In-Hospital ECG Monitoring and Its Impact on Alarm Fatigue.

Authors:  Michele M Pelter; Sukardi Suba; Cass Sandoval; Jessica K Zègre-Hemsey; Sarah Berger; Amy Larsen; Fabio Badilini; Xiao Hu
Journal:  Crit Pathw Cardiol       Date:  2020-06

9.  A Framework to Assess Alarm Fatigue Indicators in Critical Care Staff.

Authors:  David Claudio; Shuchisnigdha Deb; Elizabeth Diegel
Journal:  Crit Care Explor       Date:  2021-06-14

10.  Overcoming barriers to the adoption and implementation of predictive modeling and machine learning in clinical care: what can we learn from US academic medical centers?

Authors:  Joshua Watson; Carolyn A Hutyra; Shayna M Clancy; Anisha Chandiramani; Armando Bedoya; Kumar Ilangovan; Nancy Nderitu; Eric G Poon
Journal:  JAMIA Open       Date:  2020-04-10
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