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Type: Journal article
Title: Modeling using discrete event simulation: a report of the ISPOR-SMDM modeling good research practices task force-4
Author: Karnon, J.
Stahl, J.
Brennan, A.
Caro, J.
Mar, J.
Moller, J.
Citation: Value in Health, 2012; 15(6):821-827
Publisher: Wiley-Blackwell Publishing, Inc.
Issue Date: 2012
ISSN: 1098-3015
Statement of
Jonathan Karnon, James Stahl, Alan Brennan, J. Jaime Caro, Javier Mar and Jörgen Möller
Abstract: Discrete event simulation (DES) is a form of computer-based modeling that provides an intuitive and flexible approach to representing complex systems. It has been used in a wide range of health care applications. Most early applications involved analyses of systems with constrained resources, where the general aim was to improve the organization of delivered services. More recently, DES has increasingly been applied to evaluate specific technologies in the context of health technology assessment. The aim of this article was to provide consensus-based guidelines on the application of DES in a health care setting, covering the range of issues to which DES can be applied. The article works through the different stages of the modeling process: structural development, parameter estimation, model implementation, model analysis, and representation and reporting. For each stage, a brief description is provided, followed by consideration of issues that are of particular relevance to the application of DES in a health care setting. Each section contains a number of best practice recommendations that were iterated among the authors, as well as among the wider modeling task force.
Keywords: ISPOR-SMDM Modeling Good Research Practices Task Force; Consensus; Models, Theoretical; Computer Simulation; Decision Support Systems, Clinical; Advisory Committees; Practice Guidelines as Topic; Evidence-Based Practice; Comparative Effectiveness Research
Rights: Copyright © 2012, International Society for Pharmacoeconomics and Outcomes Research (ISPOR). Published by Elsevier Inc.
RMID: 0020122140
DOI: 10.1016/j.jval.2012.04.013
Appears in Collections:Public Health publications

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