Literature DB >> 24780721

Evaluation of medication alerts in electronic health records for compliance with human factors principles.

Shobha Phansalkar1, Marianne Zachariah2, Hanna M Seidling3, Chantal Mendes2, Lynn Volk2, David W Bates4.   

Abstract

INTRODUCTION: Increasing the adoption of electronic health records (EHRs) with integrated clinical decision support (CDS) is a key initiative of the current US healthcare administration. High over-ride rates of CDS alerts strongly limit these potential benefits. As a result, EHR designers aspire to improve alert design to achieve better acceptance rates. In this study, we evaluated drug-drug interaction (DDI) alerts generated in EHRs and compared them for compliance with human factors principles.
METHODS: We utilized a previously validated questionnaire, the I-MeDeSA, to assess compliance with nine human factors principles of DDI alerts generated in 14 EHRs. Two reviewers independently assigned scores evaluating the human factors characteristics of each EHR. Rankings were assigned based on these scores and recommendations for appropriate alert design were derived.
RESULTS: The 14 EHRs evaluated in this study received scores ranging from 8 to 18.33, with a maximum possible score of 26. Cohen's κ (κ=0.86) reflected excellent agreement among reviewers. The six vendor products tied for second and third place rankings, while the top system and bottom five systems were home-grown products. The most common weaknesses included the absence of characteristics such as alert prioritization, clear and concise alert messages indicating interacting drugs, actions for clinical management, and a statement indicating the consequences of over-riding the alert.
CONCLUSIONS: We provided detailed analyses of the human factors principles which were assessed and described our recommendations for effective alert design. Future studies should assess whether adherence to these recommendations can improve alert acceptance. Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions.

Entities:  

Keywords:  Clinical Decision Support; Drug Drug Interaction; EHRs; Electronic Health Records; Human Factors; Medication-Related Decision Support

Mesh:

Year:  2014        PMID: 24780721      PMCID: PMC4173170          DOI: 10.1136/amiajnl-2013-002279

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  9 in total

1.  GPs' views on computerized drug interaction alerts: questionnaire survey.

Authors:  D Magnus; S Rodgers; A J Avery
Journal:  J Clin Pharm Ther       Date:  2002-10       Impact factor: 2.512

2.  Development and preliminary evidence for the validity of an instrument assessing implementation of human-factors principles in medication-related decision-support systems--I-MeDeSA.

Authors:  Marianne Zachariah; Shobha Phansalkar; Hanna M Seidling; Pamela M Neri; Kathrin M Cresswell; Jon Duke; Meryl Bloomrosen; Lynn A Volk; David W Bates
Journal:  J Am Med Inform Assoc       Date:  2011-09-21       Impact factor: 4.497

Review 3.  A review of human factors principles for the design and implementation of medication safety alerts in clinical information systems.

Authors:  Shobha Phansalkar; Judy Edworthy; Elizabeth Hellier; Diane L Seger; Angela Schedlbauer; Anthony J Avery; David W Bates
Journal:  J Am Med Inform Assoc       Date:  2010 Sep-Oct       Impact factor: 4.497

4.  Impact of health information technology on detection of potential adverse drug events at the ordering stage.

Authors:  Lance L Roberts; Marcia M Ward; Jane M Brokel; Douglas S Wakefield; Donald K Crandall; Paul Conlon
Journal:  Am J Health Syst Pharm       Date:  2010-11-01       Impact factor: 2.637

5.  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

6.  A human factors investigation of medication alerts: barriers to prescriber decision-making and clinical workflow.

Authors:  Alissa L Russ; Alan J Zillich; M Sue McManus; Bradley N Doebbeling; Jason J Saleem
Journal:  AMIA Annu Symp Proc       Date:  2009-11-14

7.  An empirical model to estimate the potential impact of medication safety alerts on patient safety, health care utilization, and cost in ambulatory care.

Authors:  Saul N Weingart; Brett Simchowitz; Harper Padolsky; Thomas Isaac; Andrew C Seger; Michael Massagli; Roger B Davis; Joel S Weissman
Journal:  Arch Intern Med       Date:  2009-09-14

8.  Factors influencing alert acceptance: a novel approach for predicting the success of clinical decision support.

Authors:  Hanna M Seidling; Shobha Phansalkar; Diane L Seger; Marilyn D Paterno; Shimon Shaykevich; Walter E Haefeli; David W Bates
Journal:  J Am Med Inform Assoc       Date:  2011-05-12       Impact factor: 4.497

9.  Current challenges and opportunities for better integration of human factors research with development of clinical information systems.

Authors:  J J Saleem; A L Russ; P Sanderson; T R Johnson; J Zhang; D F Sittig
Journal:  Yearb Med Inform       Date:  2009
  9 in total
  17 in total

1.  Systematic Heuristic Evaluation of Computerized Consultation Order Templates: Clinicians' and Human Factors Engineers' Perspectives.

Authors:  April Savoy; Himalaya Patel; Mindy E Flanagan; Michael Weiner; Alissa L Russ
Journal:  J Med Syst       Date:  2017-07-22       Impact factor: 4.460

2.  Development and Evaluation of a Clinical Decision Support System to Improve Medication Safety.

Authors:  Sara Ibáñez-Garcia; Carmen Rodriguez-Gonzalez; Vicente Escudero-Vilaplana; Maria Luisa Martin-Barbero; Belén Marzal-Alfaro; Jose Luis De la Rosa-Triviño; Irene Iglesias-Peinado; Ana Herranz-Alonso; Maria Sanjurjo Saez
Journal:  Appl Clin Inform       Date:  2019-07-17       Impact factor: 2.342

Review 3.  Human Factors and Ergonomics in the Design of Health Information Technology: Trends and Progress in 2014.

Authors:  S Pelayo; Ms Ong
Journal:  Yearb Med Inform       Date:  2015-08-13

Review 4.  Mobile Applications for Patient-centered Care Coordination: A Review of Human Factors Methods Applied to their Design, Development, and Evaluation.

Authors:  M T Baysari; J I Westbrook
Journal:  Yearb Med Inform       Date:  2015-08-13

Review 5.  Interface, information, interaction: a narrative review of design and functional requirements for clinical decision support.

Authors:  Kristen Miller; Danielle Mosby; Muge Capan; Rebecca Kowalski; Raj Ratwani; Yaman Noaiseh; Rachel Kraft; Sanford Schwartz; William S Weintraub; Ryan Arnold
Journal:  J Am Med Inform Assoc       Date:  2018-05-01       Impact factor: 4.497

6.  Comparison of Overridden Medication-related Clinical Decision Support in the Intensive Care Unit between a Commercial System and a Legacy System.

Authors:  Adrian Wong; Adam Wright; Diane L Seger; Mary G Amato; Julie M Fiskio; David Bates
Journal:  Appl Clin Inform       Date:  2017-08-23       Impact factor: 2.342

7.  The Effect of Eliminating Intermediate Severity Drug-Drug Interaction Alerts on Overall Medication Alert Burden and Acceptance Rate.

Authors:  Amy M Knight; Joyce Maygers; Kimberly A Foltz; Isha S John; Hsin Chieh Yeh; Daniel J Brotman
Journal:  Appl Clin Inform       Date:  2019-12-04       Impact factor: 2.342

8.  Informatics and interaction: Applying human factors principles to optimize the design of clinical decision support for sepsis.

Authors:  Laura Schubel; Danielle L Mosby; Joseph Blumenthal; Muge Capan; Ryan Arnold; Rebecca Kowalski; F Jacob Seagull; Ken Catchpole; J Sanford Schwartz; Ella Franklin; Robin Littlejohn; Kristen E Miller
Journal:  Health Informatics J       Date:  2019-05-13       Impact factor: 2.681

9.  How Physician Perspectives on E-Prescribing Evolve over Time. A Case Study Following the Transition between EHRs in an Outpatient Clinic.

Authors:  Erika L Abramson; Vaishali Patel; Elizabeth R Pfoh; Rainu Kaushal
Journal:  Appl Clin Inform       Date:  2016-10-26       Impact factor: 2.342

10.  Clinician Perceptions of Timing and Presentation of Drug-Drug Interaction Alerts.

Authors:  Kate E Humphrey; Maria Mirica; Shobha Phansalkar; Al Ozonoff; Marvin B Harper
Journal:  Appl Clin Inform       Date:  2020-07-22       Impact factor: 2.342

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