Literature DB >> 26262538

A Sequential Data Analysis Approach to Electronic Health Record Workflow.

David R Kaufman1, Stephanie K Furniss1, Maria Adela Grando1, David W Larson2, Matthew M Burton2.   

Abstract

Failure to understand clinical workflow across electronic health record (EHR) tasks is a significant contributor to usability problems. In this paper, we employed sequential data analysis methods with the aim of characterizing patterns of 5 clinicians' information-gathering across 66 patients. Two analyses were conducted. The first one characterized the most common sequential patterns as reflected in the screen transitions. The second analysis was designed to mine and quantify the frequency of sequence occurrence. We observed 27 screen-transition patterns that were employed from 2 to 7 times. Documents/Images and Intake/Output screens were viewed for nearly all patients indicating the importance of these information sources. In some cases, they were viewed more than once which may show that users are following inefficient patterns in the information gathering process. New quantitative methods of analysis as applied to interaction data can yield critical insights in robust designs that better support clinical workflow.

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Year:  2015        PMID: 26262538

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  4 in total

1.  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

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

Authors:  Adela Grando; Danielle Groat; Stephanie K Furniss; Joshua Nowak; Regina Gaines; David R Kaufman; Karl A Poterack; Tim Miksch; Richard A Helmers
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

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
  4 in total

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