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A Multiclass, Multiproduct Covid-19 Convalescent Plasma Donor Equilibrium Model
In this paper, we develop a multiclass, multiproduct equilibrium model for convalescent plasma donations in the Covid-19 pandemic. The potential donors are situated at different locations and the donor population at each location can be separated into different classes based on their motivation and...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8270780/ http://dx.doi.org/10.1007/s43069-021-00072-1 |
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author | Nagurney, Anna Dutta, Pritha |
author_facet | Nagurney, Anna Dutta, Pritha |
author_sort | Nagurney, Anna |
collection | PubMed |
description | In this paper, we develop a multiclass, multiproduct equilibrium model for convalescent plasma donations in the Covid-19 pandemic. The potential donors are situated at different locations and the donor population at each location can be separated into different classes based on their motivation and the product for which they provide donations at a collection site. The model captures the competition between nonprofit and for-profit organizations seeking convalescent plasma donations, which is a characteristic of this new market. A variational inequality formulation of the equilibrium conditions and qualitative properties of the model are provided. We also present a capacitated version of the model. Numerical examples of increasing complexity are presented and solved using the modified projection method. The results reveal multiclass, multiproduct donor behavior under different scenarios which can inform policy makers during this pandemic and beyond. |
format | Online Article Text |
id | pubmed-8270780 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-82707802021-07-12 A Multiclass, Multiproduct Covid-19 Convalescent Plasma Donor Equilibrium Model Nagurney, Anna Dutta, Pritha SN Oper. Res. Forum Original Research In this paper, we develop a multiclass, multiproduct equilibrium model for convalescent plasma donations in the Covid-19 pandemic. The potential donors are situated at different locations and the donor population at each location can be separated into different classes based on their motivation and the product for which they provide donations at a collection site. The model captures the competition between nonprofit and for-profit organizations seeking convalescent plasma donations, which is a characteristic of this new market. A variational inequality formulation of the equilibrium conditions and qualitative properties of the model are provided. We also present a capacitated version of the model. Numerical examples of increasing complexity are presented and solved using the modified projection method. The results reveal multiclass, multiproduct donor behavior under different scenarios which can inform policy makers during this pandemic and beyond. Springer International Publishing 2021-07-10 2021 /pmc/articles/PMC8270780/ http://dx.doi.org/10.1007/s43069-021-00072-1 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Nagurney, Anna Dutta, Pritha A Multiclass, Multiproduct Covid-19 Convalescent Plasma Donor Equilibrium Model |
title | A Multiclass, Multiproduct Covid-19 Convalescent Plasma Donor Equilibrium Model |
title_full | A Multiclass, Multiproduct Covid-19 Convalescent Plasma Donor Equilibrium Model |
title_fullStr | A Multiclass, Multiproduct Covid-19 Convalescent Plasma Donor Equilibrium Model |
title_full_unstemmed | A Multiclass, Multiproduct Covid-19 Convalescent Plasma Donor Equilibrium Model |
title_short | A Multiclass, Multiproduct Covid-19 Convalescent Plasma Donor Equilibrium Model |
title_sort | multiclass, multiproduct covid-19 convalescent plasma donor equilibrium model |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8270780/ http://dx.doi.org/10.1007/s43069-021-00072-1 |
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