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Research on emergency material demand based on urgency and satisfaction under public health emergencies
In recent years, the frequent occurrence of public health emergencies has had a significant impact on people’s life. The study of emergency logistics has also attracted scholars’ attention. Therefore, matching emergency materials’ supply and demand quickly, which meets urgency and satisfaction, is t...
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/PMC10035926/ https://www.ncbi.nlm.nih.gov/pubmed/36952544 http://dx.doi.org/10.1371/journal.pone.0282796 |
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author | Ma, Zhichao Zhang, Jie Gao, Shaochan |
author_facet | Ma, Zhichao Zhang, Jie Gao, Shaochan |
author_sort | Ma, Zhichao |
collection | PubMed |
description | In recent years, the frequent occurrence of public health emergencies has had a significant impact on people’s life. The study of emergency logistics has also attracted scholars’ attention. Therefore, matching emergency materials’ supply and demand quickly, which meets urgency and satisfaction, is the purpose of this paper. This paper used the Metabolism Grey Model (1,1) (GM (1,1)) and the material demand prediction model to predict the number of infections and material demand. Besides, we established a bi-objective optimization model by constructing a profit and loss matrix and a comprehensive utility perception matrix. The results show that the method is helpful in matching the optimal supply and demand decision quickly on the basis of meeting urgency and satisfaction. The method is helpful in improving the fairness of emergency material distribution, which could better protect people’s livelihoods. |
format | Online Article Text |
id | pubmed-10035926 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-100359262023-03-24 Research on emergency material demand based on urgency and satisfaction under public health emergencies Ma, Zhichao Zhang, Jie Gao, Shaochan PLoS One Research Article In recent years, the frequent occurrence of public health emergencies has had a significant impact on people’s life. The study of emergency logistics has also attracted scholars’ attention. Therefore, matching emergency materials’ supply and demand quickly, which meets urgency and satisfaction, is the purpose of this paper. This paper used the Metabolism Grey Model (1,1) (GM (1,1)) and the material demand prediction model to predict the number of infections and material demand. Besides, we established a bi-objective optimization model by constructing a profit and loss matrix and a comprehensive utility perception matrix. The results show that the method is helpful in matching the optimal supply and demand decision quickly on the basis of meeting urgency and satisfaction. The method is helpful in improving the fairness of emergency material distribution, which could better protect people’s livelihoods. Public Library of Science 2023-03-23 /pmc/articles/PMC10035926/ /pubmed/36952544 http://dx.doi.org/10.1371/journal.pone.0282796 Text en © 2023 Ma 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 Ma, Zhichao Zhang, Jie Gao, Shaochan Research on emergency material demand based on urgency and satisfaction under public health emergencies |
title | Research on emergency material demand based on urgency and satisfaction under public health emergencies |
title_full | Research on emergency material demand based on urgency and satisfaction under public health emergencies |
title_fullStr | Research on emergency material demand based on urgency and satisfaction under public health emergencies |
title_full_unstemmed | Research on emergency material demand based on urgency and satisfaction under public health emergencies |
title_short | Research on emergency material demand based on urgency and satisfaction under public health emergencies |
title_sort | research on emergency material demand based on urgency and satisfaction under public health emergencies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10035926/ https://www.ncbi.nlm.nih.gov/pubmed/36952544 http://dx.doi.org/10.1371/journal.pone.0282796 |
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