Framework for a hybrid simulation approach for an integrated decision support system in healthcare facilities

Jennifer I. Lather, John Messner

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

There is a lack of integration of facility planning techniques in the design and layout of healthcare facilities. Computational models can be used to evaluate minimal distances or cost functions. Discrete event simulations can be used to model the stochastic nature of operations to check the impact on specific performance measures. Visualization can be used to immerse decision makers in the future environment to aid model validity, communication, and understanding. In this paper, we discuss three techniques: mathematical optimization, discrete event simulation, and virtual visualization, and present a framework for using them in an integrated hybrid simulation modeling approach in the healthcare planning process. We present objectives for the use of these techniques throughout the lifecycle in one unit of a healthcare facility. These techniques, while described in a healthcare context, have implications for other domains where uncertain and latent processes are components of the layout decision making process.

Original languageEnglish (US)
Title of host publicationWSC 2018 - 2018 Winter Simulation Conference
Subtitle of host publicationSimulation for a Noble Cause
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1406-1417
Number of pages12
ISBN (Electronic)9781538665725
DOIs
StatePublished - Jan 31 2019
Event2018 Winter Simulation Conference, WSC 2018 - Gothenburg, Sweden
Duration: Dec 9 2018Dec 12 2018

Publication series

NameProceedings - Winter Simulation Conference
Volume2018-December
ISSN (Print)0891-7736

Conference

Conference2018 Winter Simulation Conference, WSC 2018
CountrySweden
CityGothenburg
Period12/9/1812/12/18

Fingerprint

Hybrid Simulation
Decision Support Systems
Decision support systems
Healthcare
Discrete event simulation
Visualization
Discrete Event Simulation
Layout
Planning
Latent Process
Hybrid Modeling
Cost functions
Process Planning
Simulation Modeling
Distance Function
Decision making
Performance Measures
Computational Model
Life Cycle
Cost Function

All Science Journal Classification (ASJC) codes

  • Software
  • Modeling and Simulation
  • Computer Science Applications

Cite this

Lather, J. I., & Messner, J. (2019). Framework for a hybrid simulation approach for an integrated decision support system in healthcare facilities. In WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause (pp. 1406-1417). [8632194] (Proceedings - Winter Simulation Conference; Vol. 2018-December). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WSC.2018.8632194
Lather, Jennifer I. ; Messner, John. / Framework for a hybrid simulation approach for an integrated decision support system in healthcare facilities. WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 1406-1417 (Proceedings - Winter Simulation Conference).
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Lather, JI & Messner, J 2019, Framework for a hybrid simulation approach for an integrated decision support system in healthcare facilities. in WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause., 8632194, Proceedings - Winter Simulation Conference, vol. 2018-December, Institute of Electrical and Electronics Engineers Inc., pp. 1406-1417, 2018 Winter Simulation Conference, WSC 2018, Gothenburg, Sweden, 12/9/18. https://doi.org/10.1109/WSC.2018.8632194

Framework for a hybrid simulation approach for an integrated decision support system in healthcare facilities. / Lather, Jennifer I.; Messner, John.

WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., 2019. p. 1406-1417 8632194 (Proceedings - Winter Simulation Conference; Vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Lather JI, Messner J. Framework for a hybrid simulation approach for an integrated decision support system in healthcare facilities. In WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc. 2019. p. 1406-1417. 8632194. (Proceedings - Winter Simulation Conference). https://doi.org/10.1109/WSC.2018.8632194