Title
A Hybrid Modeling And Simulation Methodology For Formulating Overbooking Policies
Keywords
Appointment schedule; Discrete-event simulation; Overbooking; System dynamics modeling
Abstract
System dynamics modeling and discrete-event simulation have been applied in the health care industry in system improvement initiatives. Although each has its strengths and weaknesses, few studies have demonstrated how these two approaches could be brought together to improve the quality of health delivery. In this paper, a feedback-based hybrid modeling and simulation methodology has been developed, one that uses a system dynamics model for policy making and a discrete-event model for day-to-day clinic operations. This method is applied to support the formulation of overbooking policies in an Orthopedic clinic to achieve the strategic goal of a maximum appointment delay of 30 days. First, the system dynamics model is run to identify the best overall overbooking policy, which is then fed into the discrete-even model to evaluate its impact on day-to-day operations in terms of the patients' time in system. In this way, the policies developed by this hybrid modeling and simulation method address both the strategic (long-term) as well operational (short-term) goals of a clinic. Additionally, the approach also demonstrates that though overbooking is a commonly practiced to mitigate the negative effects of no-shows, it also can be an effective intervention strategy to reduce appointment delays.
Publication Date
1-1-2013
Publication Title
IIE Annual Conference and Expo 2013
Number of Pages
1358-1366
Document Type
Article; Proceedings Paper
Personal Identifier
scopus
Copyright Status
Unknown
Socpus ID
84900305091 (Scopus)
Source API URL
https://api.elsevier.com/content/abstract/scopus_id/84900305091
STARS Citation
He, Yiling; Li, Muyuan; Sala-Diakanda, Serge; Sepulveda, Jose; and Bozorgi, Ali, "A Hybrid Modeling And Simulation Methodology For Formulating Overbooking Policies" (2013). Scopus Export 2010-2014. 7616.
https://stars.library.ucf.edu/scopus2010/7616