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Influencia de los factores meteorológicos en la gravedad de la COVID-19 en España: estudio observacional ecológico
OBJECTIVES: Evaluating whether meteorological and geographical variables could be associated with the severity of COVID-19 in Spain. METHODS: An ecological study was performed to analyze the influence of meteorological and geographical factors in hospital admissions and deaths due to COVID-19 in the...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier España, S.L.U.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9492502/ https://www.ncbi.nlm.nih.gov/pubmed/36257839 http://dx.doi.org/10.1016/j.medcli.2022.08.015 |
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author | Valero, Carmen Barba, Raquel Riancho, José A. Santurtún, Ana |
author_facet | Valero, Carmen Barba, Raquel Riancho, José A. Santurtún, Ana |
author_sort | Valero, Carmen |
collection | PubMed |
description | OBJECTIVES: Evaluating whether meteorological and geographical variables could be associated with the severity of COVID-19 in Spain. METHODS: An ecological study was performed to analyze the influence of meteorological and geographical factors in hospital admissions and deaths due to COVID-19 in the 52 provinces of Spain (24 coastal and 28 inland regions), during the first three pandemic waves. Medical and mortality data were collected from the Carlos III Health Institute (ISCIII) and meteorological variables were requested to the Spanish State Meteorological Agency (AEMET). RESULTS: Regarding the diagnosed cases it is remarkable that the percentage of patients hospitalized for COVID-19 was lower in the coastal provinces than in the inland ones (8.7 ± 2.6% vs. 11.5 ± 2.6%; P = 9.9 × 10(−5)). Furthermore, coastal regions registered a lower percentage of mortality than inland regions (2.0 ± 0.6% vs. 3.1 ± 0.8%; P = 1.7 × 10(−5)). Mean air temperature was inversely correlated both with COVID-19 hospitalizations (Rho: −0.59; P = 3.0 × 10(−6)) and mortality (Rho: −0.70; P = 5.3 × 10(−9)). In those provinces with a mean air temperature < 10 °C mortality by COVID-19 was twice that of those with > 16 °C. Finally, we found an association between mortality and the location of the province (coastal/inland), altitude, patient age and the average air temperature; the latter was inversely and independently correlated with mortality (non-standardized β coeff.: −0.24; 95% CI: −0.31 to −0.16; P = 2.38 × 10(−8)). CONCLUSIONS: The average air temperature was inversely associated with COVID-19 mortality in our country during the first three waves of the pandemic. |
format | Online Article Text |
id | pubmed-9492502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier España, S.L.U. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94925022022-09-22 Influencia de los factores meteorológicos en la gravedad de la COVID-19 en España: estudio observacional ecológico Valero, Carmen Barba, Raquel Riancho, José A. Santurtún, Ana Med Clin (Barc) Original OBJECTIVES: Evaluating whether meteorological and geographical variables could be associated with the severity of COVID-19 in Spain. METHODS: An ecological study was performed to analyze the influence of meteorological and geographical factors in hospital admissions and deaths due to COVID-19 in the 52 provinces of Spain (24 coastal and 28 inland regions), during the first three pandemic waves. Medical and mortality data were collected from the Carlos III Health Institute (ISCIII) and meteorological variables were requested to the Spanish State Meteorological Agency (AEMET). RESULTS: Regarding the diagnosed cases it is remarkable that the percentage of patients hospitalized for COVID-19 was lower in the coastal provinces than in the inland ones (8.7 ± 2.6% vs. 11.5 ± 2.6%; P = 9.9 × 10(−5)). Furthermore, coastal regions registered a lower percentage of mortality than inland regions (2.0 ± 0.6% vs. 3.1 ± 0.8%; P = 1.7 × 10(−5)). Mean air temperature was inversely correlated both with COVID-19 hospitalizations (Rho: −0.59; P = 3.0 × 10(−6)) and mortality (Rho: −0.70; P = 5.3 × 10(−9)). In those provinces with a mean air temperature < 10 °C mortality by COVID-19 was twice that of those with > 16 °C. Finally, we found an association between mortality and the location of the province (coastal/inland), altitude, patient age and the average air temperature; the latter was inversely and independently correlated with mortality (non-standardized β coeff.: −0.24; 95% CI: −0.31 to −0.16; P = 2.38 × 10(−8)). CONCLUSIONS: The average air temperature was inversely associated with COVID-19 mortality in our country during the first three waves of the pandemic. Elsevier España, S.L.U. 2023-04-21 2022-09-22 /pmc/articles/PMC9492502/ /pubmed/36257839 http://dx.doi.org/10.1016/j.medcli.2022.08.015 Text en © 2022 Elsevier España, S.L.U. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Original Valero, Carmen Barba, Raquel Riancho, José A. Santurtún, Ana Influencia de los factores meteorológicos en la gravedad de la COVID-19 en España: estudio observacional ecológico |
title | Influencia de los factores meteorológicos en la gravedad de la COVID-19 en España: estudio observacional ecológico |
title_full | Influencia de los factores meteorológicos en la gravedad de la COVID-19 en España: estudio observacional ecológico |
title_fullStr | Influencia de los factores meteorológicos en la gravedad de la COVID-19 en España: estudio observacional ecológico |
title_full_unstemmed | Influencia de los factores meteorológicos en la gravedad de la COVID-19 en España: estudio observacional ecológico |
title_short | Influencia de los factores meteorológicos en la gravedad de la COVID-19 en España: estudio observacional ecológico |
title_sort | influencia de los factores meteorológicos en la gravedad de la covid-19 en españa: estudio observacional ecológico |
topic | Original |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9492502/ https://www.ncbi.nlm.nih.gov/pubmed/36257839 http://dx.doi.org/10.1016/j.medcli.2022.08.015 |
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