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
Link To Document