Literature DB >> 28269861

Clinic Workflow Simulations using Secondary EHR Data.

Michelle R Hribar1, David Biermann2, Sarah Read-Brown3, Leah Reznick3, Lorinna Lombardi3, Mansi Parikh3, Winston Chamberlain3, Thomas R Yackel2, Michael F Chiang4.   

Abstract

Clinicians today face increased patient loads, decreased reimbursements and potential negative productivity impacts of using electronic health records (EHR), but have little guidance on how to improve clinic efficiency. Discrete event simulation models are powerful tools for evaluating clinical workflow and improving efficiency, particularly when they are built from secondary EHR timing data. The purpose of this study is to demonstrate that these simulation models can be used for resource allocation decision making as well as for evaluating novel scheduling strategies in outpatient ophthalmology clinics. Key findings from this study are that: 1) secondary use of EHR timestamp data in simulation models represents clinic workflow, 2) simulations provide insight into the best allocation of resources in a clinic, 3) simulations provide critical information for schedule creation and decision making by clinic managers, and 4) simulation models built from EHR data are potentially generalizable.

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Mesh:

Year:  2017        PMID: 28269861      PMCID: PMC5333308     

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


  19 in total

1.  Secondary uses of electronic health record data: benefits and barriers.

Authors:  Emir Sandhu; Scott Weinstein; Aaron McKethan; Sachin H Jain
Journal:  Jt Comm J Qual Patient Saf       Date:  2012-01

2.  Secondary use of electronic health record data: spontaneous triggered adverse drug event reporting.

Authors:  Jeffrey A Linder; Jennifer S Haas; Aarthi Iyer; Michael A Labuzetta; Michael Ibara; Michael Celeste; George Getty; David W Bates
Journal:  Pharmacoepidemiol Drug Saf       Date:  2010-12       Impact factor: 2.890

Review 3.  Improving service quality by understanding emergency department flow: a White Paper and position statement prepared for the American Academy of Emergency Medicine.

Authors:  Dave R Eitel; Scott E Rudkin; M Albert Malvehy; James P Killeen; Jesse M Pines
Journal:  J Emerg Med       Date:  2008-06-02       Impact factor: 1.484

4.  Adding value to the electronic health record through secondary use of data for quality assurance, research, and surveillance.

Authors:  William R Hersh
Journal:  Am J Manag Care       Date:  2007-06       Impact factor: 2.229

5.  Special requirements for electronic health record systems in ophthalmology.

Authors:  Michael F Chiang; Michael V Boland; Allen Brewer; K David Epley; Mark B Horton; Michele C Lim; Colin A McCannel; Sayjal J Patel; David E Silverstone; Linda Wedemeyer; Flora Lum
Journal:  Ophthalmology       Date:  2011-06-16       Impact factor: 12.079

6.  Health care coverage under the Affordable Care Act--a progress report.

Authors:  David Blumenthal; Sara R Collins
Journal:  N Engl J Med       Date:  2014-07-02       Impact factor: 91.245

7.  Secondary Use of EHR Timestamp data: Validation and Application for Workflow Optimization.

Authors:  Michelle R Hribar; Sarah Read-Brown; Leah Reznick; Lorinna Lombardi; Mansi Parikh; Thomas R Yackel; Michael F Chiang
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05

8.  Improving outpatient clinic efficiency using computer simulation.

Authors:  J E Clague; P G Reed; J Barlow; R Rada; M Clarke; R H Edwards
Journal:  Int J Health Care Qual Assur Inc Leadersh Health Serv       Date:  1997

9.  Improving outpatient clinic staffing and scheduling with computer simulation.

Authors:  F Hashimoto; S Bell
Journal:  J Gen Intern Med       Date:  1996-03       Impact factor: 5.128

10.  Evaluation of electronic health record implementation in ophthalmology at an academic medical center (an American Ophthalmological Society thesis).

Authors:  Michael F Chiang; Sarah Read-Brown; Daniel C Tu; Dongseok Choi; David S Sanders; Thomas S Hwang; Steven Bailey; Daniel J Karr; Elizabeth Cottle; John C Morrison; David J Wilson; Thomas R Yackel
Journal:  Trans Am Ophthalmol Soc       Date:  2013-09
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  10 in total

1.  Quantifying the Impact of Trainee Providers on Outpatient Clinic Workflow using Secondary EHR Data.

Authors:  Isaac H Goldstein; Michelle R Hribar; Read-Brown Sarah; Michael F Chiang
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

2.  Evaluating and Improving an Outpatient Clinic Scheduling Template Using Secondary Electronic Health Record Data.

Authors:  Michelle R Hribar; Sarah Read-Brown; Leah Reznick; Michael F Chiang
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

3.  Analysis of Total Time Requirements of Electronic Health Record Use by Ophthalmologists Using Secondary EHR Data.

Authors:  Isaac H Goldstein; Michelle R Hribar; Leah G Reznick; Michael F Chiang
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

4.  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

5.  Secondary Use of Electronic Health Record Data for Prediction of Outpatient Visit Length in Ophthalmology Clinics.

Authors:  Wei-Chun Lin; Isaac H Goldstein; Michelle R Hribar; Abigail Huang; Michael F Chiang
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

6.  Secondary use of electronic health record data for clinical workflow analysis.

Authors:  Michelle R Hribar; Sarah Read-Brown; Isaac H Goldstein; Leah G Reznick; Lorinna Lombardi; Mansi Parikh; Winston Chamberlain; Michael F Chiang
Journal:  J Am Med Inform Assoc       Date:  2018-01-01       Impact factor: 4.497

7.  Measuring impact of a quality improvement initiative on glaucoma clinic flow using an automated real-time locating system.

Authors:  John A Musser; Juno Cho; Amy Cohn; Leslie M Niziol; Dena Ballouz; David T Burke; Paula Anne Newman-Casey
Journal:  BMC Ophthalmol       Date:  2022-06-28       Impact factor: 2.086

8.  Predicting Wait Times in Pediatric Ophthalmology Outpatient Clinic Using Machine Learning.

Authors:  Wei-Chun Lin; Isaac H Goldstein; Michelle R Hribar; David S Sanders; Michael F Chiang
Journal:  AMIA Annu Symp Proc       Date:  2020-03-04

9.  Workflow Differences Affect Data Accuracy in Oncologic EHRs: A First Step Toward Detangling the Diagnosis Data Babel.

Authors:  Franck Diaz-Garelli; Roy Strowd; Virginia L Lawson; Maria E Mayorga; Brian J Wells; Thomas W Lycan; Umit Topaloglu
Journal:  JCO Clin Cancer Inform       Date:  2020-06

10.  Electronic Health Record Use among Ophthalmology Residents while on Call.

Authors:  Christopher P Long; Ming Tai-Seale; Robert El-Kareh; Jeffrey E Lee; Sally L Baxter
Journal:  J Acad Ophthalmol       Date:  2020-07
  10 in total

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