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High altitudes, population density, and poverty: Unraveling the complexities of COVID-19 in Peru during the years 2020–2022
BACKGROUND: Several factors related to hospitalizations, morbidity, and mortality from COVID-19 have been identified. However, limited exploration has been done on geographic and socioeconomic factors that could significantly impact these outcomes. OBJECTIVES: This study aimed to determine whether a...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10518345/ https://www.ncbi.nlm.nih.gov/pubmed/37753378 http://dx.doi.org/10.1016/j.pmedr.2023.102423 |
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author | Vizcardo, David A. R. Araníbar, Jorge Munayco Escate, César Vladimir |
author_facet | Vizcardo, David A. R. Araníbar, Jorge Munayco Escate, César Vladimir |
author_sort | Vizcardo, David A. |
collection | PubMed |
description | BACKGROUND: Several factors related to hospitalizations, morbidity, and mortality from COVID-19 have been identified. However, limited exploration has been done on geographic and socioeconomic factors that could significantly impact these outcomes. OBJECTIVES: This study aimed to determine whether altitude, population density, and percentage of population in total poverty are associated with COVID-19 incidence per 1000 inhabitants and COVID-19 case-fatality rate in Peru, from 2020 to 2022. METHODS: This study utilized a multiple group ecological design and relied on secondary databases containing daily records of COVID-19 positive cases and deaths due to COVID-19. An epidemiological analysis was performed, subsequently processed using a random effects model. RESULTS: As of August 2022, Peru had recorded a total of 3,838,028 COVID-19 positive cases and 215,023 deaths due to COVID-19. Our analysis revealed a statistically significant negative association between altitude and COVID-19 incidence (aBETA: −0.004; Standard Error: 0.001; p < 0.05). Moreover, we observed a positive association between population density and incidence (aBETA: 0.006; Standard Error: 0.001; p < 0.05). However, we found no significant association between the percentage of population in total poverty and COVID-19 incidence. CONCLUSION: Our study found that an increase in altitude was associated with a decrease in COVID-19 incidence, while an increase in population density was associated with an increase in COVID-19 incidence. High altitude, population density and percentage of population in total poverty does not change case-fatality rate due to COVID-19. |
format | Online Article Text |
id | pubmed-10518345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
record_format | MEDLINE/PubMed |
spelling | pubmed-105183452023-09-26 High altitudes, population density, and poverty: Unraveling the complexities of COVID-19 in Peru during the years 2020–2022 Vizcardo, David A. R. Araníbar, Jorge Munayco Escate, César Vladimir Prev Med Rep Regular Article BACKGROUND: Several factors related to hospitalizations, morbidity, and mortality from COVID-19 have been identified. However, limited exploration has been done on geographic and socioeconomic factors that could significantly impact these outcomes. OBJECTIVES: This study aimed to determine whether altitude, population density, and percentage of population in total poverty are associated with COVID-19 incidence per 1000 inhabitants and COVID-19 case-fatality rate in Peru, from 2020 to 2022. METHODS: This study utilized a multiple group ecological design and relied on secondary databases containing daily records of COVID-19 positive cases and deaths due to COVID-19. An epidemiological analysis was performed, subsequently processed using a random effects model. RESULTS: As of August 2022, Peru had recorded a total of 3,838,028 COVID-19 positive cases and 215,023 deaths due to COVID-19. Our analysis revealed a statistically significant negative association between altitude and COVID-19 incidence (aBETA: −0.004; Standard Error: 0.001; p < 0.05). Moreover, we observed a positive association between population density and incidence (aBETA: 0.006; Standard Error: 0.001; p < 0.05). However, we found no significant association between the percentage of population in total poverty and COVID-19 incidence. CONCLUSION: Our study found that an increase in altitude was associated with a decrease in COVID-19 incidence, while an increase in population density was associated with an increase in COVID-19 incidence. High altitude, population density and percentage of population in total poverty does not change case-fatality rate due to COVID-19. 2023-09-15 /pmc/articles/PMC10518345/ /pubmed/37753378 http://dx.doi.org/10.1016/j.pmedr.2023.102423 Text en © 2023 The Authors. Published by Elsevier Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Regular Article Vizcardo, David A. R. Araníbar, Jorge Munayco Escate, César Vladimir High altitudes, population density, and poverty: Unraveling the complexities of COVID-19 in Peru during the years 2020–2022 |
title | High altitudes, population density, and poverty: Unraveling the complexities of COVID-19 in Peru during the years 2020–2022 |
title_full | High altitudes, population density, and poverty: Unraveling the complexities of COVID-19 in Peru during the years 2020–2022 |
title_fullStr | High altitudes, population density, and poverty: Unraveling the complexities of COVID-19 in Peru during the years 2020–2022 |
title_full_unstemmed | High altitudes, population density, and poverty: Unraveling the complexities of COVID-19 in Peru during the years 2020–2022 |
title_short | High altitudes, population density, and poverty: Unraveling the complexities of COVID-19 in Peru during the years 2020–2022 |
title_sort | high altitudes, population density, and poverty: unraveling the complexities of covid-19 in peru during the years 2020–2022 |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10518345/ https://www.ncbi.nlm.nih.gov/pubmed/37753378 http://dx.doi.org/10.1016/j.pmedr.2023.102423 |
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