Literature DB >> 29854145

Using Process Mining Techniques to Study Workflows in a Pre-operative Setting.

Adela Grando1, Danielle Groat1, Stephanie K Furniss1,2, Joshua Nowak1,3, Regina Gaines1, David R Kaufman1, Karl A Poterack4, Tim Miksch2, Richard A Helmers5.   

Abstract

Information technologies have transformed healthcare delivery and promise to improve efficiency and quality of care. However, in-depth analysis of EHR-mediated workflows is challenging. Our goal was to apply process mining, in combination with observational techniques, to understand EHR-based workflows. We reviewed nearly 76,000 event logs from 15 providers and supporting staff, and 142 patients in a pre-operative setting and we inspected 3 weeks of interviews and video observations. We found that on average 44 minutes were spent per patient interacting with the EHR, 55% of the time of the patient visit was spent by personnel interacting with the EHR and for over 5% of the time personnel used or reviewed paper-based artifacts. We also discovered the handover-of-care network and compared frequency of interactions between personnel. This study suggests that applying process mining in combination with observational techniques has vast potential for informing Mayo Clinic in the forthcoming EHR conversion.

Entities:  

Mesh:

Year:  2018        PMID: 29854145      PMCID: PMC5977611     

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


  10 in total

1.  Some unintended consequences of information technology in health care: the nature of patient care information system-related errors.

Authors:  Joan S Ash; Marc Berg; Enrico Coiera
Journal:  J Am Med Inform Assoc       Date:  2003-11-21       Impact factor: 4.497

2.  A Sequential Data Analysis Approach to Electronic Health Record Workflow.

Authors:  David R Kaufman; Stephanie K Furniss; Maria Adela Grando; David W Larson; Matthew M Burton
Journal:  Stud Health Technol Inform       Date:  2015

3.  Integrating Process Mining and Cognitive Analysis to Study EHR Workflow.

Authors:  Stephanie K Furniss; Matthew M Burton; Adela Grando; David W Larson; David R Kaufman
Journal:  AMIA Annu Symp Proc       Date:  2017-02-10

4.  An interface-driven analysis of user interactions with an electronic health records system.

Authors:  Kai Zheng; Rema Padman; Michael P Johnson; Herbert S Diamond
Journal:  J Am Med Inform Assoc       Date:  2008-12-11       Impact factor: 4.497

5.  Stimulating the adoption of health information technology.

Authors:  David Blumenthal
Journal:  N Engl J Med       Date:  2009-03-25       Impact factor: 91.245

6.  Understanding the nature of information seeking behavior in critical care: implications for the design of health information technology.

Authors:  Thomas G Kannampallil; Amy Franklin; Rashmi Mishra; Khalid F Almoosa; Trevor Cohen; Vimla L Patel
Journal:  Artif Intell Med       Date:  2012-11-26       Impact factor: 5.326

Review 7.  Process mining in healthcare: A literature review.

Authors:  Eric Rojas; Jorge Munoz-Gama; Marcos Sepúlveda; Daniel Capurro
Journal:  J Biomed Inform       Date:  2016-04-22       Impact factor: 6.317

8.  Role of computerized physician order entry systems in facilitating medication errors.

Authors:  Ross Koppel; Joshua P Metlay; Abigail Cohen; Brian Abaluck; A Russell Localio; Stephen E Kimmel; Brian L Strom
Journal:  JAMA       Date:  2005-03-09       Impact factor: 56.272

9.  Describing and modeling workflow and information flow in chronic disease care.

Authors:  Kim M Unertl; Matthew B Weinger; Kevin B Johnson; Nancy M Lorenzi
Journal:  J Am Med Inform Assoc       Date:  2009-08-28       Impact factor: 4.497

10.  The incidence and severity of adverse events affecting patients after discharge from the hospital.

Authors:  Alan J Forster; Harvey J Murff; Josh F Peterson; Tejal K Gandhi; David W Bates
Journal:  Ann Intern Med       Date:  2003-02-04       Impact factor: 25.391

  10 in total
  5 in total

1.  In Search of Vital Signs: A Comparative Study of EHR Documentation.

Authors:  Benjamin J Duncan; Lu Zheng; Stephanie K Furniss; Andrew J Solomon; Brad N Doebbeling; Grando Grando; Matthew M Burton; Karl A Poterack; Timothy A Miksch; Richard A Helmers; David R Kaufman
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

2.  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

3.  Process Mining and Ethnography Study of Medication Reconciliation Tasks.

Authors:  Vaishak Ramesh Vellore; M Adela Grando; Benjamin Duncan; David R Kaufman; Stephanie K Furniss; Bradley N Doebbeling; Karl A Poterack; Timothy Miksch; Richard A Helmers
Journal:  AMIA Annu Symp Proc       Date:  2020-03-04

4.  Multi-Method Study of Electronic Health Records Workflows.

Authors:  Adela Grando; Areti Manataki; Stephanie K Furniss; Benjamin Duncan; Andrew Solomon; David Kaufman; Sarah Hirn; Robert Sunday; Joanne Bouchereau; Brad Doebbeling; Matthew M Burton; Karl A Poterack; Tim Miksch; Richard A Helmers
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

5.  Mayo Clinic Registry of Operational Tasks (ROOT): A Paradigm Shift in Electronic Health Reco Implementation Evaluation.

Authors:  Richard Helmers; Bradley N Doebbeling; David Kaufman; Adela Grando; Karl Poterack; Stepahanie Furniss; Matthew Burton; Timothy Miksch
Journal:  Mayo Clin Proc Innov Qual Outcomes       Date:  2019-08-23
  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.