A novel configurable agent-based simulation model for reducing patient's waiting time in any oncology department

10/29/2020
by   R. R. Corsini, et al.
0

Nowadays, the increasing of demand and the progressive decrease of resources are causing an increase of patient's waiting time in many chemotherapy oncology departments. The reduction of these waits is one of the main goal of any healthcare manager, since it implies to enhance the quality of health services and to avoid claims and disappointments. Simulation models are considered an effective tool for identifying possible ways for improving the oncology patient's pathway. Differently from the typical discrete-event simulations existing in the literature, in this paper a novel agent-based approach, which can be adapted to the needs of any oncology department, is presented. The model is statistically validated exploiting data collected from a real oncology unit chosen as case study and several alternative scenarios have been tested in order to improve the performance of the system.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/23/2018

Testing demand responsive shared transport services via agent-based simulations

Demand Responsive Shared Transport DRST services take advantage of Infor...
research
03/22/2010

Investigating Output Accuracy for a Discrete Event Simulation Model and an Agent Based Simulation Model

In this paper, we investigate output accuracy for a Discrete Event Simul...
research
01/13/2010

Comparing Simulation Output Accuracy of Discrete Event and Agent Based Models: A Quantitive Approach

In our research we investigate the output accuracy of discrete event sim...
research
12/31/2018

Modeling tax distribution in metropolitan regions with PolicySpace

Brazilian executive body has consistently vetoed legislative initiatives...
research
06/23/2020

Successful implementation of discrete event simulation: the case of an Italian emergency department

This paper focuses on the study of a practical management problem faced ...
research
07/20/2016

Juxtaposition of System Dynamics and Agent-based Simulation for a Case Study in Immunosenescence

Advances in healthcare and in the quality of life significantly increase...
research
05/18/2022

Agent-Based modeling in Medical Research. Example in Health Economics

This chapter presents the main lines of agent based modeling in the fiel...

Please sign up or login with your details

Forgot password? Click here to reset