Characterizing electronic health record usage patterns of inpatient medicine residents using event log data

Amid growing rates of burnout, physicians report increasing electronic health record (EHR) usage alongside decreasing clinical facetime with patients. There exists a pressing need to improve physician-computer-patient interactions by streamlining EHR workflow. To identify interventions to improve EH...

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Published inPloS one Vol. 14; no. 2; p. e0205379
Main Authors Wang, Jason K, Ouyang, David, Hom, Jason, Chi, Jeffrey, Chen, Jonathan H
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 06.02.2019
Public Library of Science (PLoS)
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Abstract Amid growing rates of burnout, physicians report increasing electronic health record (EHR) usage alongside decreasing clinical facetime with patients. There exists a pressing need to improve physician-computer-patient interactions by streamlining EHR workflow. To identify interventions to improve EHR design and usage, we systematically characterize EHR activity among internal medicine residents at a tertiary academic hospital across various inpatient rotations and roles from June 2013 to November 2016. Logged EHR timestamps were extracted from Stanford Hospital's EHR system (Epic) and cross-referenced against resident rotation schedules. We tracked the quantity of EHR logs across 24-hour cycles to reveal daily usage patterns. In addition, we decomposed daily EHR time into time spent on specific EHR actions (e.g. chart review, note entry and review, results review).In examining 24-hour usage cycles from general medicine day and night team rotations, we identified a prominent trend in which night team activity promptly ceased at the shift's end, while day team activity tended to linger post-shift. Across all rotations and roles, residents spent on average 5.38 hours (standard deviation = 2.07) using the EHR. PGY1 (post-graduate year one) interns and PGY2+ residents spent on average 2.4 and 4.1 times the number of EHR hours on information review (chart, note, and results review) as information entry (note and order entry).Analysis of EHR event log data can enable medical educators and programs to develop more targeted interventions to improve physician-computer-patient interactions, centered on specific EHR actions.
AbstractList Amid growing rates of burnout, physicians report increasing electronic health record (EHR) usage alongside decreasing clinical facetime with patients. There exists a pressing need to improve physician-computer-patient interactions by streamlining EHR workflow. To identify interventions to improve EHR design and usage, we systematically characterize EHR activity among internal medicine residents at a tertiary academic hospital across various inpatient rotations and roles from June 2013 to November 2016. Logged EHR timestamps were extracted from Stanford Hospital's EHR system (Epic) and cross-referenced against resident rotation schedules. We tracked the quantity of EHR logs across 24-hour cycles to reveal daily usage patterns. In addition, we decomposed daily EHR time into time spent on specific EHR actions (e.g. chart review, note entry and review, results review).In examining 24-hour usage cycles from general medicine day and night team rotations, we identified a prominent trend in which night team activity promptly ceased at the shift's end, while day team activity tended to linger post-shift. Across all rotations and roles, residents spent on average 5.38 hours (standard deviation = 2.07) using the EHR. PGY1 (post-graduate year one) interns and PGY2+ residents spent on average 2.4 and 4.1 times the number of EHR hours on information review (chart, note, and results review) as information entry (note and order entry).Analysis of EHR event log data can enable medical educators and programs to develop more targeted interventions to improve physician-computer-patient interactions, centered on specific EHR actions.
Audience Academic
Author Hom, Jason
Chi, Jeffrey
Chen, Jonathan H
Wang, Jason K
Ouyang, David
AuthorAffiliation 1 Mathematical and Computational Science Program, Stanford University, Stanford, California, United States of America
University of Alabama at Birmingham, UNITED STATES
2 Department of Medicine, Stanford University, Stanford, California, United States of America
AuthorAffiliation_xml – name: 2 Department of Medicine, Stanford University, Stanford, California, United States of America
– name: University of Alabama at Birmingham, UNITED STATES
– name: 1 Mathematical and Computational Science Program, Stanford University, Stanford, California, United States of America
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  givenname: Jason K
  surname: Wang
  fullname: Wang, Jason K
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  givenname: David
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  orcidid: 0000-0002-4387-8740
  surname: Chen
  fullname: Chen, Jonathan H
  organization: Department of Medicine, Stanford University, Stanford, California, United States of America
BackLink https://www.ncbi.nlm.nih.gov/pubmed/30726208$$D View this record in MEDLINE/PubMed
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2019 Wang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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References S V Desai (ref4) 2018; 10
J Chi (ref1) 2014; 312
TD Shanafelt (ref9) 2016; 91
RG Hill Jr (ref8) 2014; 31
D A Asch (ref5) 2017; 376
BG Arndt (ref12) 2017; 15
C Sinsky (ref10) 2016; 165
L Block (ref2) 2013; 28
S Babbott (ref6) 2014; 21
MR Hribar (ref11) 2018; 25
M Friedberg (ref7) 2013
D Ouyang (ref3) 2016; 176
H J Lowe (ref13) 2009; 2009
References_xml – volume: 21
  start-page: 1006
  year: 2014
  ident: ref6
  article-title: Electronic medical records and physician stress in primary care: results from the MEMO Study
  contributor:
    fullname: S Babbott
– volume: 25
  start-page: 40
  year: 2018
  ident: ref11
  article-title: Secondary Use of Electronic Health Record Data for Clinical Workflow Analysis
  contributor:
    fullname: MR Hribar
– volume: 376
  start-page: 1704
  year: 2017
  ident: ref5
  article-title: Resident Duty Hours and Medical Education Policy—Raising the Evidence Bar
  contributor:
    fullname: D A Asch
– volume: 165
  start-page: 753
  year: 2016
  ident: ref10
  article-title: Allocation of Physician Time in Ambulatory Practice: A Time and Motion Study in 4 Specialties
  contributor:
    fullname: C Sinsky
– year: 2013
  ident: ref7
  article-title: Factors Affecting Physician Professional Satisfaction and Their Implications for Patient Care, Health Systems and Health Policy
  contributor:
    fullname: M Friedberg
– volume: 91
  start-page: 836
  year: 2016
  ident: ref9
  article-title: Relationship between clerical burden and characteristics of the electronic environment with physician burnout and professional satisfaction
  contributor:
    fullname: TD Shanafelt
– volume: 312
  start-page: 2331
  year: 2014
  ident: ref1
  article-title: Clinical education and the electronic health record: the flipped patient
  contributor:
    fullname: J Chi
– volume: 28
  start-page: 1042
  year: 2013
  ident: ref2
  article-title: In the wake of the 2003 and 2011 duty hours regulations, how do internal medicine interns spend their time?
  contributor:
    fullname: L Block
– volume: 31
  start-page: 1591
  year: 2014
  ident: ref8
  article-title: 4000 clicks: a productivity analysis of electronic medical records in a community hospital ED
  contributor:
    fullname: RG Hill Jr
– volume: 176
  start-page: 252
  year: 2016
  ident: ref3
  article-title: Chi J Internal medicine resident computer usage: an electronic audit of an inpatient service
  contributor:
    fullname: D Ouyang
– volume: 10
  start-page: 1056
  year: 2018
  ident: ref4
  article-title: Education Outcomes in a Duty-Hour Flexibility Trial in Internal Medicine
  contributor:
    fullname: S V Desai
– volume: 15
  start-page: 419
  year: 2017
  ident: ref12
  article-title: Tethered to the EHR: Primary Care Physician Workload Assessment Using EHR Event Log Data and Time-Motion Observations
  contributor:
    fullname: BG Arndt
– volume: 2009
  start-page: 391
  year: 2009
  ident: ref13
  article-title: STRIDE—An integrated standards-based translational research informatics platform
  contributor:
    fullname: H J Lowe
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Snippet Amid growing rates of burnout, physicians report increasing electronic health record (EHR) usage alongside decreasing clinical facetime with patients. There...
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StartPage e0205379
SubjectTerms Academic Medical Centers
Analysis
Biology and Life Sciences
Burnout
Computer and Information Sciences
Education
Education policy
Electronic Health Records
Electronic medical records
Electronic records
Family medical history
Health
Humans
Informatics
Inpatients
Internal Medicine
Internship and Residency
Medical personnel
Medical records
Medicine
Medicine and Health Sciences
Night
People and Places
Photoperiod
Physician-patient relations
Physicians
Practice Patterns, Physicians
Primary care
R&D
Research & development
Research and Analysis Methods
Schedules
Social Sciences
Streamlining
Tertiary Care Centers
Time Factors
Use statistics
Workflow
Workflow software
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Title Characterizing electronic health record usage patterns of inpatient medicine residents using event log data
URI https://www.ncbi.nlm.nih.gov/pubmed/30726208
https://www.proquest.com/docview/2176706712
https://search.proquest.com/docview/2185569065
https://pubmed.ncbi.nlm.nih.gov/PMC6364867
https://doaj.org/article/249db7f9936e4122b6806a4e711d824f
http://dx.doi.org/10.1371/journal.pone.0205379
Volume 14
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