• DocumentCode
    237583
  • Title

    A Markov Decision Process model for elective inpatient admission with delay announcement

  • Author

    Yuwei Lu ; Xiaolan Xie ; Zhibin Jiang

  • Author_Institution
    Dept. of Ind. Eng. & Manage., Shanghai Jiao Tong Univ., Shanghai, China
  • fYear
    2014
  • fDate
    18-22 Aug. 2014
  • Firstpage
    552
  • Lastpage
    557
  • Abstract
    This paper investigates the improvement of the hospitalization admission process of elective inpatients by offering delay announcement to free patients from blind and long wait. We propose a Markov Decision Process (MDP) model for optimization of delay announcement strategies by taking into account patients´ behavior with respect to waiting for hospitalization. Numerical experiments are conducted to study the hospital dominant case in which the delay announcement only tries to maximize the revenue of the hospital. Properties of the optimal delay announcement strategies were observed and conjectured.
  • Keywords
    Markov processes; behavioural sciences; financial management; hospitals; optimisation; MDP model; Markov decision process model; delay announcement strategy optimization; elective inpatient hospitalization admission process; hospital revenue maximization; patients behavior; Computer aided software engineering; Delays; Hospitals; Markov processes; Numerical models; Optimal control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation Science and Engineering (CASE), 2014 IEEE International Conference on
  • Conference_Location
    Taipei
  • Type

    conf

  • DOI
    10.1109/CoASE.2014.6899380
  • Filename
    6899380