Literature DB >> 30137348

Influence of simulation on electronic health record use patterns among pediatric residents.

Evan W Orenstein1,2, Irit R Rasooly3, Mark V Mai4, Adam C Dziorny4,5, Wanczyk Phillips6, Levon Utidjian3,4, Anthony Luberti3,4, Jill Posner7, Rebecca Tenney-Soeiro3, Chris P Bonafide3,4.   

Abstract

Objective: Electronic health record (EHR) simulation with realistic test patients has improved recognition of safety concerns in test environments. We assessed if simulation affects EHR use patterns in real clinical settings. Materials and
Methods: We created a 1-hour educational intervention of a simulated admission for pediatric interns. Data visualization and information retrieval tools were introduced to facilitate recognition of the patient's clinical status. Using EHR audit logs, we assessed the frequency with which these tools were accessed by residents prior to simulation exposure (intervention group, pre-simulation), after simulation exposure (intervention group, post-simulation), and among residents who never participated in simulation (control group).
Results: From July 2015 to February 2017, 57 pediatric residents participated in a simulation and 82 did not. Residents were more likely to use the data visualization tool after simulation (73% in post-simulation weeks vs 47% of combined pre-simulation and control weeks, P <. 0001) as well as the information retrieval tool (85% vs 36%, P < .0001). After adjusting for residents' experiences measured in previously completed inpatient weeks of service, simulation remained a significant predictor of using the data visualization (OR 2.8, CI: 2.1-3.9) and information retrieval tools (OR 3.0, CI: 2.0-4.5). Tool use did not decrease in interrupted time-series analysis over a median of 19 (IQR: 8-32) weeks of post-simulation follow-up. Discussion: Simulation was associated with persistent changes to EHR use patterns among pediatric residents.
Conclusion: EHR simulation is an effective educational method that can change participants' use patterns in real clinical settings.

Entities:  

Year:  2018        PMID: 30137348      PMCID: PMC6213084          DOI: 10.1093/jamia/ocy105

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


  21 in total

Review 1.  The use and interpretation of quasi-experimental studies in medical informatics.

Authors:  Anthony D Harris; Jessina C McGregor; Eli N Perencevich; Jon P Furuno; Jingkun Zhu; Dan E Peterson; Joseph Finkelstein
Journal:  J Am Med Inform Assoc       Date:  2005-10-12       Impact factor: 4.497

2.  The impact of residents' training in Electronic Medical Record (EMR) use on their competence: report of a pragmatic trial.

Authors:  Shmuel Reis; Doron Sagi; Orit Eisenberg; Yosi Kuchnir; Joseph Azuri; Varda Shalev; Amitai Ziv
Journal:  Patient Educ Couns       Date:  2013-08-18

3.  EHR implementation: training pays dividends.

Authors:  Andrea Downing Peck
Journal:  Med Econ       Date:  2013-07-25

4.  Intelligent Simulation Model To Facilitate EHR Training.

Authors:  Vishnu Mohan; Gretchen Scholl; Jeffrey A Gold
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05

5.  Towards Educational Electronic Health Records (EHRs): A Design Process for Integrating EHRs, Simulation, and Video Tutorials.

Authors:  Aviv Shachak; Samer Elamrousy; Elizabeth M Borycki; Sharon Domb; Andre W Kushniruk
Journal:  Stud Health Technol Inform       Date:  2016

Review 6.  Simulation-based medical education in pediatrics.

Authors:  Joseph O Lopreiato; Taylor Sawyer
Journal:  Acad Pediatr       Date:  2015 Mar-Apr       Impact factor: 3.107

7.  Usability evaluation of a medication reconciliation tool: Embedding safety probes to assess users' detection of medication discrepancies.

Authors:  Alissa L Russ; Michelle A Jahn; Himalaya Patel; Brian W Porter; Khoa A Nguyen; Alan J Zillich; Amy Linsky; Steven R Simon
Journal:  J Biomed Inform       Date:  2018-05-09       Impact factor: 6.317

8.  Participation in EHR based simulation improves recognition of patient safety issues.

Authors:  Laurel S Stephenson; Adriel Gorsuch; William R Hersh; Vishnu Mohan; Jeffrey A Gold
Journal:  BMC Med Educ       Date:  2014-10-21       Impact factor: 2.463

9.  Use of simulation to assess electronic health record safety in the intensive care unit: a pilot study.

Authors:  Christopher A March; David Steiger; Gretchen Scholl; Vishnu Mohan; William R Hersh; Jeffrey A Gold
Journal:  BMJ Open       Date:  2013-04-10       Impact factor: 2.692

10.  Synthea: An approach, method, and software mechanism for generating synthetic patients and the synthetic electronic health care record.

Authors:  Jason Walonoski; Mark Kramer; Joseph Nichols; Andre Quina; Chris Moesel; Dylan Hall; Carlton Duffett; Kudakwashe Dube; Thomas Gallagher; Scott McLachlan
Journal:  J Am Med Inform Assoc       Date:  2018-03-01       Impact factor: 4.497

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  4 in total

1.  Using electronic health record audit logs to study clinical activity: a systematic review of aims, measures, and methods.

Authors:  Adam Rule; Michael F Chiang; Michelle R Hribar
Journal:  J Am Med Inform Assoc       Date:  2020-03-01       Impact factor: 4.497

2.  The Impact of Electronic Health Record-Based Simulation During Intern Boot Camp: Interventional Study.

Authors:  Matthew E Miller; Gretchen Scholl; Sky Corby; Vishnu Mohan; Jeffrey A Gold
Journal:  JMIR Med Educ       Date:  2021-03-09

3.  Identification of robust deep neural network models of longitudinal clinical measurements.

Authors:  Hamed Javidi; Arshiya Mariam; Gholamreza Khademi; Emily C Zabor; Ran Zhao; Tomas Radivoyevitch; Daniel M Rotroff
Journal:  NPJ Digit Med       Date:  2022-07-27

4.  Computer-based simulation to reduce EHR-related chemotherapy ordering errors.

Authors:  Kirk D Wyatt; Elizabeth B Freedman; Grace M Arteaga; Vilmarie Rodriguez; Deepti M Warad
Journal:  Cancer Med       Date:  2020-10-01       Impact factor: 4.452

  4 in total

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