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The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis
Background: More than 1 year after the beginning of the international spread of coronavirus 2019 (COVID-19), the reasons explaining its apparently lower reported burden in Africa are still to be fully elucidated. Few studies previously investigated the potential reasons explaining this epidemiologic...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8568130/ https://www.ncbi.nlm.nih.gov/pubmed/34746085 http://dx.doi.org/10.3389/fpubh.2021.751197 |
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author | Bouba, Yagai Tsinda, Emmanuel Kagning Fonkou, Maxime Descartes Mbogning Mmbando, Gideon Sadikiel Bragazzi, Nicola Luigi Kong, Jude Dzevela |
author_facet | Bouba, Yagai Tsinda, Emmanuel Kagning Fonkou, Maxime Descartes Mbogning Mmbando, Gideon Sadikiel Bragazzi, Nicola Luigi Kong, Jude Dzevela |
author_sort | Bouba, Yagai |
collection | PubMed |
description | Background: More than 1 year after the beginning of the international spread of coronavirus 2019 (COVID-19), the reasons explaining its apparently lower reported burden in Africa are still to be fully elucidated. Few studies previously investigated the potential reasons explaining this epidemiological observation using data at the level of a few African countries. However, an updated analysis considering the various epidemiological waves and variables across an array of categories, with a focus on African countries might help to better understand the COVID-19 pandemic on the continent. Thus, we investigated the potential reasons for the persistently lower transmission and mortality rates of COVID-19 in Africa. Methods: Data were collected from publicly available and well-known online sources. The cumulative numbers of COVID-19 cases and deaths per 1 million population reported by the African countries up to February 2021 were used to estimate the transmission and mortality rates of COVID-19, respectively. The covariates were collected across several data sources: clinical/diseases data, health system performance, demographic parameters, economic indicators, climatic, pollution, and radiation variables, and use of social media. The collinearities were corrected using variance inflation factor (VIF) and selected variables were fitted to a multiple regression model using the R statistical package. Results: Our model (adjusted R-squared: 0.7) found that the number of COVID-19 tests per 1 million population, GINI index, global health security (GHS) index, and mean body mass index (BMI) were significantly associated (P < 0.05) with COVID-19 cases per 1 million population. No association was found between the median life expectancy, the proportion of the rural population, and Bacillus Calmette–Guérin (BCG) coverage rate. On the other hand, diabetes prevalence, number of nurses, and GHS index were found to be significantly associated with COVID-19 deaths per 1 million population (adjusted R-squared of 0.5). Moreover, the median life expectancy and lower respiratory infections rate showed a trend towards significance. No association was found with the BCG coverage or communicable disease burden. Conclusions: Low health system capacity, together with some clinical and socio-economic factors were the predictors of the reported burden of COVID-19 in Africa. Our results emphasize the need for Africa to strengthen its overall health system capacity to efficiently detect and respond to public health crises. |
format | Online Article Text |
id | pubmed-8568130 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85681302021-11-05 The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis Bouba, Yagai Tsinda, Emmanuel Kagning Fonkou, Maxime Descartes Mbogning Mmbando, Gideon Sadikiel Bragazzi, Nicola Luigi Kong, Jude Dzevela Front Public Health Public Health Background: More than 1 year after the beginning of the international spread of coronavirus 2019 (COVID-19), the reasons explaining its apparently lower reported burden in Africa are still to be fully elucidated. Few studies previously investigated the potential reasons explaining this epidemiological observation using data at the level of a few African countries. However, an updated analysis considering the various epidemiological waves and variables across an array of categories, with a focus on African countries might help to better understand the COVID-19 pandemic on the continent. Thus, we investigated the potential reasons for the persistently lower transmission and mortality rates of COVID-19 in Africa. Methods: Data were collected from publicly available and well-known online sources. The cumulative numbers of COVID-19 cases and deaths per 1 million population reported by the African countries up to February 2021 were used to estimate the transmission and mortality rates of COVID-19, respectively. The covariates were collected across several data sources: clinical/diseases data, health system performance, demographic parameters, economic indicators, climatic, pollution, and radiation variables, and use of social media. The collinearities were corrected using variance inflation factor (VIF) and selected variables were fitted to a multiple regression model using the R statistical package. Results: Our model (adjusted R-squared: 0.7) found that the number of COVID-19 tests per 1 million population, GINI index, global health security (GHS) index, and mean body mass index (BMI) were significantly associated (P < 0.05) with COVID-19 cases per 1 million population. No association was found between the median life expectancy, the proportion of the rural population, and Bacillus Calmette–Guérin (BCG) coverage rate. On the other hand, diabetes prevalence, number of nurses, and GHS index were found to be significantly associated with COVID-19 deaths per 1 million population (adjusted R-squared of 0.5). Moreover, the median life expectancy and lower respiratory infections rate showed a trend towards significance. No association was found with the BCG coverage or communicable disease burden. Conclusions: Low health system capacity, together with some clinical and socio-economic factors were the predictors of the reported burden of COVID-19 in Africa. Our results emphasize the need for Africa to strengthen its overall health system capacity to efficiently detect and respond to public health crises. Frontiers Media S.A. 2021-10-21 /pmc/articles/PMC8568130/ /pubmed/34746085 http://dx.doi.org/10.3389/fpubh.2021.751197 Text en Copyright © 2021 Bouba, Tsinda, Fonkou, Mmbando, Bragazzi and Kong. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Bouba, Yagai Tsinda, Emmanuel Kagning Fonkou, Maxime Descartes Mbogning Mmbando, Gideon Sadikiel Bragazzi, Nicola Luigi Kong, Jude Dzevela The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis |
title | The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis |
title_full | The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis |
title_fullStr | The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis |
title_full_unstemmed | The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis |
title_short | The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis |
title_sort | determinants of the low covid-19 transmission and mortality rates in africa: a cross-country analysis |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8568130/ https://www.ncbi.nlm.nih.gov/pubmed/34746085 http://dx.doi.org/10.3389/fpubh.2021.751197 |
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