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Constructing Holistic Patient Flow Simulation Using System Approach

Patient flow often described as a systemic issue requiring a systemic approach because hospital is a collection of highly dynamic, interconnected, complex, ad hoc and multi-disciplinary sub-processes. However, studies on holistic patient flow simulation following system approach are limited and/or p...

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Autores principales: Abuhay, Tesfamariam M., Metsker, Oleg G., Yakovlev, Aleksey N., Kovalchuk, Sergey V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7303693/
http://dx.doi.org/10.1007/978-3-030-50423-6_31
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author Abuhay, Tesfamariam M.
Metsker, Oleg G.
Yakovlev, Aleksey N.
Kovalchuk, Sergey V.
author_facet Abuhay, Tesfamariam M.
Metsker, Oleg G.
Yakovlev, Aleksey N.
Kovalchuk, Sergey V.
author_sort Abuhay, Tesfamariam M.
collection PubMed
description Patient flow often described as a systemic issue requiring a systemic approach because hospital is a collection of highly dynamic, interconnected, complex, ad hoc and multi-disciplinary sub-processes. However, studies on holistic patient flow simulation following system approach are limited and/or poorly understood. Several researchers have been investigating single departments such as ambulatory care unit, Intensive Care Unit (ICU), emergency department, surgery department or patients’ interaction with limited resources such as doctor, endoscopy or bed, independently. Hence, this article demonstrates how to achieve system approach in constructing holistic patient flow simulation, while maintaining the balance between the complexity and the simplicity of the model. To this end, system approach, network analysis and discrete event simulation (DES) were employed. The most important departments in the diagnosis and treatment process are identified by analyzing network of hospital departments. Holistic patient flow simulation is constructed using DES following system approach. Case studies are conducted and the results illustrate that healthcare systems must be modeled and investigated as a complex and interconnected system so that the real impact of changes on the entire system or parts of the system could be observed at strategic as well as operational levels.
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spelling pubmed-73036932020-06-19 Constructing Holistic Patient Flow Simulation Using System Approach Abuhay, Tesfamariam M. Metsker, Oleg G. Yakovlev, Aleksey N. Kovalchuk, Sergey V. Computational Science – ICCS 2020 Article Patient flow often described as a systemic issue requiring a systemic approach because hospital is a collection of highly dynamic, interconnected, complex, ad hoc and multi-disciplinary sub-processes. However, studies on holistic patient flow simulation following system approach are limited and/or poorly understood. Several researchers have been investigating single departments such as ambulatory care unit, Intensive Care Unit (ICU), emergency department, surgery department or patients’ interaction with limited resources such as doctor, endoscopy or bed, independently. Hence, this article demonstrates how to achieve system approach in constructing holistic patient flow simulation, while maintaining the balance between the complexity and the simplicity of the model. To this end, system approach, network analysis and discrete event simulation (DES) were employed. The most important departments in the diagnosis and treatment process are identified by analyzing network of hospital departments. Holistic patient flow simulation is constructed using DES following system approach. Case studies are conducted and the results illustrate that healthcare systems must be modeled and investigated as a complex and interconnected system so that the real impact of changes on the entire system or parts of the system could be observed at strategic as well as operational levels. 2020-05-23 /pmc/articles/PMC7303693/ http://dx.doi.org/10.1007/978-3-030-50423-6_31 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Abuhay, Tesfamariam M.
Metsker, Oleg G.
Yakovlev, Aleksey N.
Kovalchuk, Sergey V.
Constructing Holistic Patient Flow Simulation Using System Approach
title Constructing Holistic Patient Flow Simulation Using System Approach
title_full Constructing Holistic Patient Flow Simulation Using System Approach
title_fullStr Constructing Holistic Patient Flow Simulation Using System Approach
title_full_unstemmed Constructing Holistic Patient Flow Simulation Using System Approach
title_short Constructing Holistic Patient Flow Simulation Using System Approach
title_sort constructing holistic patient flow simulation using system approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7303693/
http://dx.doi.org/10.1007/978-3-030-50423-6_31
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