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Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study
Several effective COVID-19 vaccines are administered to combat the COVID-19 pandemic globally. In most African countries, there is a comparatively limited deployment of vaccination programs. In this work, we develop a mathematical compartmental model to assess the impact of vaccination programs on c...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10144609/ https://www.ncbi.nlm.nih.gov/pubmed/37112769 http://dx.doi.org/10.3390/vaccines11040857 |
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author | Montcho, Yvette Nalwanga, Robinah Azokpota, Paustella Doumatè, Jonas Têlé Lokonon, Bruno Enagnon Salako, Valère Kolawole Wolkewitz, Martin Glèlè Kakaï, Romain |
author_facet | Montcho, Yvette Nalwanga, Robinah Azokpota, Paustella Doumatè, Jonas Têlé Lokonon, Bruno Enagnon Salako, Valère Kolawole Wolkewitz, Martin Glèlè Kakaï, Romain |
author_sort | Montcho, Yvette |
collection | PubMed |
description | Several effective COVID-19 vaccines are administered to combat the COVID-19 pandemic globally. In most African countries, there is a comparatively limited deployment of vaccination programs. In this work, we develop a mathematical compartmental model to assess the impact of vaccination programs on curtailing the burden of COVID-19 in eight African countries considering SARS-CoV-2 cumulative case data for each country for the third wave of the COVID-19 pandemic. The model stratifies the total population into two subgroups based on individual vaccination status. We use the detection and death rates ratios between vaccinated and unvaccinated individuals to quantify the vaccine’s effectiveness in reducing new COVID-19 infections and death, respectively. Additionally, we perform a numerical sensitivity analysis to assess the combined impact of vaccination and reduction in the SARS-CoV-2 transmission due to control measures on the control reproduction number ([Formula: see text]). Our results reveal that on average, at least 60% of the population in each considered African country should be vaccinated to curtail the pandemic (lower the [Formula: see text] below one). Moreover, lower values of [Formula: see text] are possible even when there is a low (10%) or moderate (30%) reduction in the SARS-CoV-2 transmission rate due to NPIs. Combining vaccination programs with various levels of reduction in the transmission rate due to NPI aids in curtailing the pandemic. Additionally, this study shows that vaccination significantly reduces the severity of the disease and death rates despite low efficacy against COVID-19 infections. The African governments need to design vaccination strategies that increase vaccine uptake, such as an incentive-based approach. |
format | Online Article Text |
id | pubmed-10144609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-101446092023-04-29 Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study Montcho, Yvette Nalwanga, Robinah Azokpota, Paustella Doumatè, Jonas Têlé Lokonon, Bruno Enagnon Salako, Valère Kolawole Wolkewitz, Martin Glèlè Kakaï, Romain Vaccines (Basel) Article Several effective COVID-19 vaccines are administered to combat the COVID-19 pandemic globally. In most African countries, there is a comparatively limited deployment of vaccination programs. In this work, we develop a mathematical compartmental model to assess the impact of vaccination programs on curtailing the burden of COVID-19 in eight African countries considering SARS-CoV-2 cumulative case data for each country for the third wave of the COVID-19 pandemic. The model stratifies the total population into two subgroups based on individual vaccination status. We use the detection and death rates ratios between vaccinated and unvaccinated individuals to quantify the vaccine’s effectiveness in reducing new COVID-19 infections and death, respectively. Additionally, we perform a numerical sensitivity analysis to assess the combined impact of vaccination and reduction in the SARS-CoV-2 transmission due to control measures on the control reproduction number ([Formula: see text]). Our results reveal that on average, at least 60% of the population in each considered African country should be vaccinated to curtail the pandemic (lower the [Formula: see text] below one). Moreover, lower values of [Formula: see text] are possible even when there is a low (10%) or moderate (30%) reduction in the SARS-CoV-2 transmission rate due to NPIs. Combining vaccination programs with various levels of reduction in the transmission rate due to NPI aids in curtailing the pandemic. Additionally, this study shows that vaccination significantly reduces the severity of the disease and death rates despite low efficacy against COVID-19 infections. The African governments need to design vaccination strategies that increase vaccine uptake, such as an incentive-based approach. MDPI 2023-04-17 /pmc/articles/PMC10144609/ /pubmed/37112769 http://dx.doi.org/10.3390/vaccines11040857 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Montcho, Yvette Nalwanga, Robinah Azokpota, Paustella Doumatè, Jonas Têlé Lokonon, Bruno Enagnon Salako, Valère Kolawole Wolkewitz, Martin Glèlè Kakaï, Romain Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study |
title | Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study |
title_full | Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study |
title_fullStr | Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study |
title_full_unstemmed | Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study |
title_short | Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study |
title_sort | assessing the impact of vaccination on the dynamics of covid-19 in africa: a mathematical modeling study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10144609/ https://www.ncbi.nlm.nih.gov/pubmed/37112769 http://dx.doi.org/10.3390/vaccines11040857 |
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