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A decision support system for scheduling a vaccination campaign during a pandemic emergency: The COVID-19 case
This paper considers the organization and scheduling of a vaccination campaign during a pandemic emergency. We describe the decision process and introduce an optimization model, which showed a powerful multi-scenario tool for scheduling a campaign in detail within a dynamic and uncertain context. Th...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9892253/ https://www.ncbi.nlm.nih.gov/pubmed/36747588 http://dx.doi.org/10.1016/j.cie.2023.109068 |
_version_ | 1784881302077440000 |
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author | Fabbri, Cristiano Ghedini, Pierfrancesco Leonessi, Marco Malaguti, Enrico Tubertini, Paolo |
author_facet | Fabbri, Cristiano Ghedini, Pierfrancesco Leonessi, Marco Malaguti, Enrico Tubertini, Paolo |
author_sort | Fabbri, Cristiano |
collection | PubMed |
description | This paper considers the organization and scheduling of a vaccination campaign during a pandemic emergency. We describe the decision process and introduce an optimization model, which showed a powerful multi-scenario tool for scheduling a campaign in detail within a dynamic and uncertain context. The solution of the model gave the decision maker the possibility to test different settings and have a configurable solution within few seconds, compared with the man-days of effort that would have required a manual schedule. Analysis of a real case study on COVID-19 vaccination campaign in northern Italy showed that the use of such optimized solution allowed to cover the target population within a much shorter time interval, compared to a manual approach. |
format | Online Article Text |
id | pubmed-9892253 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98922532023-02-02 A decision support system for scheduling a vaccination campaign during a pandemic emergency: The COVID-19 case Fabbri, Cristiano Ghedini, Pierfrancesco Leonessi, Marco Malaguti, Enrico Tubertini, Paolo Comput Ind Eng Short Communication This paper considers the organization and scheduling of a vaccination campaign during a pandemic emergency. We describe the decision process and introduce an optimization model, which showed a powerful multi-scenario tool for scheduling a campaign in detail within a dynamic and uncertain context. The solution of the model gave the decision maker the possibility to test different settings and have a configurable solution within few seconds, compared with the man-days of effort that would have required a manual schedule. Analysis of a real case study on COVID-19 vaccination campaign in northern Italy showed that the use of such optimized solution allowed to cover the target population within a much shorter time interval, compared to a manual approach. Elsevier Ltd. 2023-03 2023-02-02 /pmc/articles/PMC9892253/ /pubmed/36747588 http://dx.doi.org/10.1016/j.cie.2023.109068 Text en © 2023 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Short Communication Fabbri, Cristiano Ghedini, Pierfrancesco Leonessi, Marco Malaguti, Enrico Tubertini, Paolo A decision support system for scheduling a vaccination campaign during a pandemic emergency: The COVID-19 case |
title | A decision support system for scheduling a vaccination campaign during a pandemic emergency: The COVID-19 case |
title_full | A decision support system for scheduling a vaccination campaign during a pandemic emergency: The COVID-19 case |
title_fullStr | A decision support system for scheduling a vaccination campaign during a pandemic emergency: The COVID-19 case |
title_full_unstemmed | A decision support system for scheduling a vaccination campaign during a pandemic emergency: The COVID-19 case |
title_short | A decision support system for scheduling a vaccination campaign during a pandemic emergency: The COVID-19 case |
title_sort | decision support system for scheduling a vaccination campaign during a pandemic emergency: the covid-19 case |
topic | Short Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9892253/ https://www.ncbi.nlm.nih.gov/pubmed/36747588 http://dx.doi.org/10.1016/j.cie.2023.109068 |
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