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
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;
Conference_Titel :
Automation Science and Engineering (CASE), 2014 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/CoASE.2014.6899380