• DocumentCode
    71939
  • Title

    Modeling and Analysis of Care Delivery Services Within Patient Rooms: A System-Theoretic Approach

  • Author

    Junwen Wang ; Xiang Zhong ; Jingshan Li ; Howard, Patricia Kunz

  • Author_Institution
    Laureate Educ. Inc., Baltimore, MD, USA
  • Volume
    11
  • Issue
    2
  • fYear
    2014
  • fDate
    Apr-14
  • Firstpage
    379
  • Lastpage
    393
  • Abstract
    Care services within the patient rooms are the most critical and time consuming processes in patient care deliveries in emergency department, clinics, and other healthcare facilities. In this paper, we introduce a Markov chain model to study such processes. A closed, parallel, and reentrant network with limited resources is used to model the process. Formulas to evaluate the patient length of stay and staff utilizations are developed. System-theoretic properties are discussed. The extension to non-Markovian scenarios is also investigated. Such a model provides a quantitative tool for healthcare professionals to study and improve patient flow in care deliveries.
  • Keywords
    Markov processes; health care; patient care; Markov chain model; care delivery services; clinics; emergency department; health care facilities; patient care deliveries; patient flow; patient length-of-stay; patient rooms; staff utilizations; system theoretic approach; system theoretic properties; Analytical models; Computational modeling; Hospitals; Markov processes; Queueing analysis; Testing; Length of stay; Markov chain; care delivery services; non-exponential service time; patient flow; patient room;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2013.2242326
  • Filename
    6471257