Literature DB >> 22195164

Evaluating the effectiveness of clinical alerts: a signal detection approach.

Mei-Sing Ong1, Enrico Coiera.   

Abstract

Clinical alerts are widely used in healthcare to notify caregivers of critical information. Alerts can be presented through many different modalities, including verbal, paper and electronic. Increasingly, information technology is being used to automate alerts. Most applications, however, fall short in achieving the desired outcome. The objective of this study is twofold. First, we examine the effectiveness of verbal and written alerts in promoting adherence to infection control precautions during inpatient transfers to radiology. Second, we propose a quantitative framework based on Signal Detection Theory (SDT) for evaluating the effectiveness of clinical alerts. Our analysis shows that verbal alerts are much more effective than written alerts. Further, using precaution alerts as a case study, we demonstrate the application of SDT to evaluate the quality of alerts, and human behavior in handling alerts. We hypothesize that such technique can improve our understanding of computerized alert systems, and guide system redesign.

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Mesh:

Year:  2011        PMID: 22195164      PMCID: PMC3243147     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  15 in total

1.  Calculation of signal detection theory measures.

Authors:  H Stanislaw; N Todorov
Journal:  Behav Res Methods Instrum Comput       Date:  1999-02

Review 2.  Principles and practical application of the receiver-operating characteristic analysis for diagnostic tests.

Authors:  M Greiner; D Pfeiffer; R D Smith
Journal:  Prev Vet Med       Date:  2000-05-30       Impact factor: 2.670

Review 3.  Information overload within the health care system: a literature review.

Authors:  Amanda Hall; Graham Walton
Journal:  Health Info Libr J       Date:  2004-06

4.  Overriding of drug safety alerts in computerized physician order entry.

Authors:  Heleen van der Sijs; Jos Aarts; Arnold Vulto; Marc Berg
Journal:  J Am Med Inform Assoc       Date:  2005-12-15       Impact factor: 4.497

Review 5.  Receiver operating characteristic analysis: a tool for the quantitative evaluation of observer performance and imaging systems.

Authors:  Charles E Metz
Journal:  J Am Coll Radiol       Date:  2006-06       Impact factor: 5.532

6.  Safety through redundancy: a case study of in-hospital patient transfers.

Authors:  Mei-Sing Ong; Enrico Coiera
Journal:  Qual Saf Health Care       Date:  2010-07-29

Review 7.  Measuring the accuracy of diagnostic systems.

Authors:  J A Swets
Journal:  Science       Date:  1988-06-03       Impact factor: 47.728

8.  The impact of computerized physician order entry on medication error prevention.

Authors:  D W Bates; J M Teich; J Lee; D Seger; G J Kuperman; N Ma'Luf; D Boyle; L Leape
Journal:  J Am Med Inform Assoc       Date:  1999 Jul-Aug       Impact factor: 4.497

9.  Improving recognition of drug interactions: benefits and barriers to using automated drug alerts.

Authors:  Peter A Glassman; Barbara Simon; Pamela Belperio; Andrew Lanto
Journal:  Med Care       Date:  2002-12       Impact factor: 2.983

10.  Communication outcomes of critical imaging results in a computerized notification system.

Authors:  Hardeep Singh; Harvinder S Arora; Meena S Vij; Raghuram Rao; Myrna M Khan; Laura A Petersen
Journal:  J Am Med Inform Assoc       Date:  2007-04-25       Impact factor: 4.497

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  4 in total

Review 1.  Clinical decision support alert appropriateness: a review and proposal for improvement.

Authors:  Allison B McCoy; Eric J Thomas; Marie Krousel-Wood; Dean F Sittig
Journal:  Ochsner J       Date:  2014

2.  Usability Evaluation of a Clinical Decision Support System for Geriatric ED Pain Treatment.

Authors:  Nicholas Genes; Min Soon Kim; Frederick L Thum; Laura Rivera; Rosemary Beato; Carolyn Song; Jared Soriano; Joseph Kannry; Kevin Baumlin; Ula Hwang
Journal:  Appl Clin Inform       Date:  2016-03-09       Impact factor: 2.342

3.  Manually-generated reminders delivered on paper: effects on professional practice and patient outcomes.

Authors:  Tomas Pantoja; Jeremy M Grimshaw; Nathalie Colomer; Carla Castañon; Javiera Leniz Martelli
Journal:  Cochrane Database Syst Rev       Date:  2019-12-18

4.  Variation in high-priority drug-drug interaction alerts across institutions and electronic health records.

Authors:  Dustin S McEvoy; Dean F Sittig; Thu-Trang Hickman; Skye Aaron; Angela Ai; Mary Amato; David W Bauer; Gregory M Fraser; Jeremy Harper; Angela Kennemer; Michael A Krall; Christoph U Lehmann; Sameer Malhotra; Daniel R Murphy; Brandi O'Kelley; Lipika Samal; Richard Schreiber; Hardeep Singh; Eric J Thomas; Carl V Vartian; Jennifer Westmorland; Allison B McCoy; Adam Wright
Journal:  J Am Med Inform Assoc       Date:  2017-03-01       Impact factor: 4.497

  4 in total

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