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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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. |
format | Online Article Text |
id | pubmed-10109477 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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