Workflow modeling in critical care: Piecing together your own puzzle

Sameer Malhotra, Desmond Jordan, Edward Shortliffe, Vimla L. Patel

    Research output: Contribution to journalArticle

    92 Scopus citations

    Abstract

    The intensive care unit (ICU) is an instance of a very dynamic health care setting where critically ill patients are being managed. To provide good care, an extensive and coordinated communication amongst the role players, use of numerous information systems and operation of devices for monitoring and treatment purposes are required. The purpose of this research is to study error evolution and management within this environment. The focus is on representing the workflow of critical care environment, which emphasizes the importance such a representation may play in strategizing the management of medical errors. We used ethnographic observation and interview data to build individual pieces of the workflow, dependent on the individual and the activity concerned. Key personnel were intensively followed during their respective patient care activities and the related actions. All interactions were recorded for analysis. These clinicians and nurses were interviewed to complement the observation data and to delineate their individual workflows. These pieces of the ICU workflow were used to develop a generalize-able cognitive model to represent the intricate workflow applicable to other health care settings. The proposed model can be used to identify and characterize medical errors and for error prediction in practice.

    Original languageEnglish (US)
    Pages (from-to)81-92
    Number of pages12
    JournalJournal of Biomedical Informatics
    Volume40
    Issue number2
    DOIs
    StatePublished - Apr 1 2007

    Keywords

    • Critical care workflow
    • Decision making models
    • Error prediction
    • Medical errors

    ASJC Scopus subject areas

    • Computer Science Applications
    • Health Informatics

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