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A System Dynamics Simulation Applied to Healthcare: A Systematic Review

In recent years, there has been significant interest in developing system dynamics simulation models to analyze complex healthcare problems. However, there is a lack of studies seeking to summarize the available papers in healthcare and present evidence on the effectiveness of system dynamics simula...

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Detalles Bibliográficos
Autores principales: Davahli, Mohammad Reza, Karwowski, Waldemar, Taiar, Redha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7460395/
https://www.ncbi.nlm.nih.gov/pubmed/32784439
http://dx.doi.org/10.3390/ijerph17165741
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author Davahli, Mohammad Reza
Karwowski, Waldemar
Taiar, Redha
author_facet Davahli, Mohammad Reza
Karwowski, Waldemar
Taiar, Redha
author_sort Davahli, Mohammad Reza
collection PubMed
description In recent years, there has been significant interest in developing system dynamics simulation models to analyze complex healthcare problems. However, there is a lack of studies seeking to summarize the available papers in healthcare and present evidence on the effectiveness of system dynamics simulation in this area. The present paper draws on a systematic selection of published literature from 2000 to 2019, in order to form a comprehensive view of current applications of system dynamics methodology that address complex healthcare issues. The results indicate that the application of system dynamics has attracted significant attention from healthcare researchers since 2013. To date, articles on system dynamics have focused on a variety of healthcare topics. The most popular research areas among the reviewed papers included the topics of patient flow, obesity, workforce demand, and HIV/AIDS. Finally, the quality of the included papers was assessed based on a proposed ranking system, and ways to improve the system dynamics models’ quality were discussed.
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spelling pubmed-74603952020-09-02 A System Dynamics Simulation Applied to Healthcare: A Systematic Review Davahli, Mohammad Reza Karwowski, Waldemar Taiar, Redha Int J Environ Res Public Health Review In recent years, there has been significant interest in developing system dynamics simulation models to analyze complex healthcare problems. However, there is a lack of studies seeking to summarize the available papers in healthcare and present evidence on the effectiveness of system dynamics simulation in this area. The present paper draws on a systematic selection of published literature from 2000 to 2019, in order to form a comprehensive view of current applications of system dynamics methodology that address complex healthcare issues. The results indicate that the application of system dynamics has attracted significant attention from healthcare researchers since 2013. To date, articles on system dynamics have focused on a variety of healthcare topics. The most popular research areas among the reviewed papers included the topics of patient flow, obesity, workforce demand, and HIV/AIDS. Finally, the quality of the included papers was assessed based on a proposed ranking system, and ways to improve the system dynamics models’ quality were discussed. MDPI 2020-08-08 2020-08 /pmc/articles/PMC7460395/ /pubmed/32784439 http://dx.doi.org/10.3390/ijerph17165741 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Davahli, Mohammad Reza
Karwowski, Waldemar
Taiar, Redha
A System Dynamics Simulation Applied to Healthcare: A Systematic Review
title A System Dynamics Simulation Applied to Healthcare: A Systematic Review
title_full A System Dynamics Simulation Applied to Healthcare: A Systematic Review
title_fullStr A System Dynamics Simulation Applied to Healthcare: A Systematic Review
title_full_unstemmed A System Dynamics Simulation Applied to Healthcare: A Systematic Review
title_short A System Dynamics Simulation Applied to Healthcare: A Systematic Review
title_sort system dynamics simulation applied to healthcare: a systematic review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7460395/
https://www.ncbi.nlm.nih.gov/pubmed/32784439
http://dx.doi.org/10.3390/ijerph17165741
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