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
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;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2013.2242326