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The effect of governance structures on optimal control of two-patch epidemic models
Infectious diseases continue to pose a significant threat to the health of humans globally. While the spread of pathogens transcends geographical boundaries, the management of infectious diseases typically occurs within distinct spatial units, determined by geopolitical boundaries. The allocation of...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10589198/ https://www.ncbi.nlm.nih.gov/pubmed/37861753 http://dx.doi.org/10.1007/s00285-023-02001-8 |
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author | Howerton, Emily Dahlin, Kyle Edholm, Christina J. Fox, Lindsey Reynolds, Margaret Hollingsworth, Brandon Lytle, George Walker, Melody Blackwood, Julie Lenhart, Suzanne |
author_facet | Howerton, Emily Dahlin, Kyle Edholm, Christina J. Fox, Lindsey Reynolds, Margaret Hollingsworth, Brandon Lytle, George Walker, Melody Blackwood, Julie Lenhart, Suzanne |
author_sort | Howerton, Emily |
collection | PubMed |
description | Infectious diseases continue to pose a significant threat to the health of humans globally. While the spread of pathogens transcends geographical boundaries, the management of infectious diseases typically occurs within distinct spatial units, determined by geopolitical boundaries. The allocation of management resources within and across regions (the “governance structure”) can affect epidemiological outcomes considerably, and policy-makers are often confronted with a choice between applying control measures uniformly or differentially across regions. Here, we investigate the extent to which uniform and non-uniform governance structures affect the costs of an infectious disease outbreak in two-patch systems using an optimal control framework. A uniform policy implements control measures with the same time varying rate functions across both patches, while these measures are allowed to differ between the patches in a non-uniform policy. We compare results from two systems of differential equations representing transmission of cholera and Ebola, respectively, to understand the interplay between transmission mode, governance structure and the optimal control of outbreaks. In our case studies, the governance structure has a meaningful impact on the allocation of resources and burden of cases, although the difference in total costs is minimal. Understanding how governance structure affects both the optimal control functions and epidemiological outcomes is crucial for the effective management of infectious diseases going forward. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00285-023-02001-8. |
format | Online Article Text |
id | pubmed-10589198 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-105891982023-10-22 The effect of governance structures on optimal control of two-patch epidemic models Howerton, Emily Dahlin, Kyle Edholm, Christina J. Fox, Lindsey Reynolds, Margaret Hollingsworth, Brandon Lytle, George Walker, Melody Blackwood, Julie Lenhart, Suzanne J Math Biol Article Infectious diseases continue to pose a significant threat to the health of humans globally. While the spread of pathogens transcends geographical boundaries, the management of infectious diseases typically occurs within distinct spatial units, determined by geopolitical boundaries. The allocation of management resources within and across regions (the “governance structure”) can affect epidemiological outcomes considerably, and policy-makers are often confronted with a choice between applying control measures uniformly or differentially across regions. Here, we investigate the extent to which uniform and non-uniform governance structures affect the costs of an infectious disease outbreak in two-patch systems using an optimal control framework. A uniform policy implements control measures with the same time varying rate functions across both patches, while these measures are allowed to differ between the patches in a non-uniform policy. We compare results from two systems of differential equations representing transmission of cholera and Ebola, respectively, to understand the interplay between transmission mode, governance structure and the optimal control of outbreaks. In our case studies, the governance structure has a meaningful impact on the allocation of resources and burden of cases, although the difference in total costs is minimal. Understanding how governance structure affects both the optimal control functions and epidemiological outcomes is crucial for the effective management of infectious diseases going forward. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00285-023-02001-8. Springer Berlin Heidelberg 2023-10-20 2023 /pmc/articles/PMC10589198/ /pubmed/37861753 http://dx.doi.org/10.1007/s00285-023-02001-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Howerton, Emily Dahlin, Kyle Edholm, Christina J. Fox, Lindsey Reynolds, Margaret Hollingsworth, Brandon Lytle, George Walker, Melody Blackwood, Julie Lenhart, Suzanne The effect of governance structures on optimal control of two-patch epidemic models |
title | The effect of governance structures on optimal control of two-patch epidemic models |
title_full | The effect of governance structures on optimal control of two-patch epidemic models |
title_fullStr | The effect of governance structures on optimal control of two-patch epidemic models |
title_full_unstemmed | The effect of governance structures on optimal control of two-patch epidemic models |
title_short | The effect of governance structures on optimal control of two-patch epidemic models |
title_sort | effect of governance structures on optimal control of two-patch epidemic models |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10589198/ https://www.ncbi.nlm.nih.gov/pubmed/37861753 http://dx.doi.org/10.1007/s00285-023-02001-8 |
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