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Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation

The intra-hospital transfer of critically ill patients are associated with complications at up to 70%. Numerous issues can be avoided with optimal pre-transport planning and communication. Simulation models have been demonstrated to be an effective method for modeling processes and enhancing on-time...

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Autores principales: Meephu, Ekkarat, Arwatchananukul, Sujitra, Aunsri, Nattapol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10109477/
https://www.ncbi.nlm.nih.gov/pubmed/37068093
http://dx.doi.org/10.1371/journal.pone.0282592
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author Meephu, Ekkarat
Arwatchananukul, Sujitra
Aunsri, Nattapol
author_facet Meephu, Ekkarat
Arwatchananukul, Sujitra
Aunsri, Nattapol
author_sort Meephu, Ekkarat
collection PubMed
description The intra-hospital transfer of critically ill patients are associated with complications at up to 70%. Numerous issues can be avoided with optimal pre-transport planning and communication. Simulation models have been demonstrated to be an effective method for modeling processes and enhancing on-time service and queue management. Discrete-event simulation (DES) models are acceptable for general hospital systems with increased variability. Herein, they are used to improve service effectiveness. A prospective observational study was conducted on 13 official day patient transfers, resulting in a total of 827 active patient transfers. Patient flow was simulated using discrete-event simulation (DES) to accurately and precisely represent real-world systems and act accordingly. Several patient transfer criteria were examined to create a more realistic simulation of patient flow. Waiting times were also measured to assess the efficiency of the patient transfer process. A simulation was conducted to identify 20 scenarios in order to discover the optimal scenario in which where the number of requests (stretchers or wheelchairs) was increased, while the number of staff was decreased to determine mean waiting times and confidence intervals. The most effective approach for decreasing waiting times involved prioritizing patients with the most severe symptoms. After a transfer process was completed, staff attended to the next transfer process without returning to base. Results show that the average waiting time was reduced by 21.78% which is significantly important for emergency cases. A significant difference was recorded between typical and recommended patient transfer processes when the number of requests increased. To decrease waiting times, the patient transfer procedure should be modified according to our proposed DES model, which can be used to analyze and design queue management systems that achieve optimal waiting times.
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spelling pubmed-101094772023-04-18 Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation Meephu, Ekkarat Arwatchananukul, Sujitra Aunsri, Nattapol PLoS One Research Article The intra-hospital transfer of critically ill patients are associated with complications at up to 70%. Numerous issues can be avoided with optimal pre-transport planning and communication. Simulation models have been demonstrated to be an effective method for modeling processes and enhancing on-time service and queue management. Discrete-event simulation (DES) models are acceptable for general hospital systems with increased variability. Herein, they are used to improve service effectiveness. A prospective observational study was conducted on 13 official day patient transfers, resulting in a total of 827 active patient transfers. Patient flow was simulated using discrete-event simulation (DES) to accurately and precisely represent real-world systems and act accordingly. Several patient transfer criteria were examined to create a more realistic simulation of patient flow. Waiting times were also measured to assess the efficiency of the patient transfer process. A simulation was conducted to identify 20 scenarios in order to discover the optimal scenario in which where the number of requests (stretchers or wheelchairs) was increased, while the number of staff was decreased to determine mean waiting times and confidence intervals. The most effective approach for decreasing waiting times involved prioritizing patients with the most severe symptoms. After a transfer process was completed, staff attended to the next transfer process without returning to base. Results show that the average waiting time was reduced by 21.78% which is significantly important for emergency cases. A significant difference was recorded between typical and recommended patient transfer processes when the number of requests increased. To decrease waiting times, the patient transfer procedure should be modified according to our proposed DES model, which can be used to analyze and design queue management systems that achieve optimal waiting times. Public Library of Science 2023-04-17 /pmc/articles/PMC10109477/ /pubmed/37068093 http://dx.doi.org/10.1371/journal.pone.0282592 Text en © 2023 Meephu et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Meephu, Ekkarat
Arwatchananukul, Sujitra
Aunsri, Nattapol
Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation
title Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation
title_full Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation
title_fullStr Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation
title_full_unstemmed Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation
title_short Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation
title_sort enhancement of intra-hospital patient transfer in medical center hospital using discrete event system simulation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10109477/
https://www.ncbi.nlm.nih.gov/pubmed/37068093
http://dx.doi.org/10.1371/journal.pone.0282592
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