Selecting a dynamic simulation modeling method for health care delivery research-part 2: report of the ISPOR Dynamic Simulation Modeling Emerging Good Practices Task Force

Value in Health : the Journal of the International Society for Pharmacoeconomics and Outcomes Research
Deborah MarshallISPOR Emerging Good Practices Task Force

Abstract

In a previous report, the ISPOR Task Force on Dynamic Simulation Modeling Applications in Health Care Delivery Research Emerging Good Practices introduced the fundamentals of dynamic simulation modeling and identified the types of health care delivery problems for which dynamic simulation modeling can be used more effectively than other modeling methods. The hierarchical relationship between the health care delivery system, providers, patients, and other stakeholders exhibits a level of complexity that ought to be captured using dynamic simulation modeling methods. As a tool to help researchers decide whether dynamic simulation modeling is an appropriate method for modeling the effects of an intervention on a health care system, we presented the System, Interactions, Multilevel, Understanding, Loops, Agents, Time, Emergence (SIMULATE) checklist consisting of eight elements. This report builds on the previous work, systematically comparing each of the three most commonly used dynamic simulation modeling methods-system dynamics, discrete-event simulation, and agent-based modeling. We review criteria for selecting the most suitable method depending on 1) the purpose-type of problem and research questions being investigated, 2) the...Continue Reading

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Citations

Nov 10, 2015·Journal of Medical Economics·Paul C Langley
Feb 18, 2016·PharmacoEconomics·Owen A JohnsonClaire Hulme
Mar 17, 2015·Value in Health : the Journal of the International Society for Pharmacoeconomics and Outcomes Research·Mark S Roberts
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Apr 25, 2020·Value in Health : the Journal of the International Society for Pharmacoeconomics and Outcomes Research·Daniel C MaloneDeborah A Marshall
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May 12, 2020·Value in Health : the Journal of the International Society for Pharmacoeconomics and Outcomes Research·Deborah A MarshallMaarten Ijzerman
Oct 13, 2021·Journal of Patient-reported Outcomes·Deborah A MarshallChristopher J Smith

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