Cargando…
The impact of environmental and climate parameters on the incidence and mortality of COVID-19 in the six Gulf Cooperation Council countries: A cross-country comparison study
BACKGROUND: Environmental factors can influence the epidemiological dynamics of COVID-19. To estimate the true impact of these factors on COVID-19, climate and disease data should be monitored and analyzed over an extended period of time. The Gulf Cooperation Council (GCC) countries are particularly...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9333301/ https://www.ncbi.nlm.nih.gov/pubmed/35901093 http://dx.doi.org/10.1371/journal.pone.0269204 |
_version_ | 1784758844243574784 |
---|---|
author | Saddik, Basema Awad, Manal A. Al-Bluwi, Najlaa Hussein, Amal Shukla, Ankita Al-Shujairi, Arwa AlZubaidi, Hamzah Al-Hajjaj, Mohamed S. Halwani, Rabih Hamid, Qutayba |
author_facet | Saddik, Basema Awad, Manal A. Al-Bluwi, Najlaa Hussein, Amal Shukla, Ankita Al-Shujairi, Arwa AlZubaidi, Hamzah Al-Hajjaj, Mohamed S. Halwani, Rabih Hamid, Qutayba |
author_sort | Saddik, Basema |
collection | PubMed |
description | BACKGROUND: Environmental factors can influence the epidemiological dynamics of COVID-19. To estimate the true impact of these factors on COVID-19, climate and disease data should be monitored and analyzed over an extended period of time. The Gulf Cooperation Council (GCC) countries are particularly lacking in such studies. This ecological study investigates the association between climate parameters and COVID-19 cases and deaths in the GCC. METHODS: Data on temperature, wind-speed and humidity and COVID-19 cases and deaths from the six countries of the GCC were collected between 29/1/2020 and 30/3/2021. Using Spearman’s correlation coefficient, we examined associations between climate parameters and COVID-19 cases and deaths by month, over four different time periods. A two-step cluster analysis was conducted to identify distinct clusters of data using climate parameters and linear regression analysis to determine which climate parameters predicted COVID-19 new cases and deaths. RESULTS: The United Arab Emirates (UAE) had the highest cumulative number of COVID-19 cases while Bahrain had the highest prevalence rate per 100,000. The Kingdom of Saudi Arabia (KSA) reported the highest cumulative number of deaths while Oman recorded the highest death rate per 100,000. All GCC countries, except the UAE, reported a positive correlation between temperature and cases and deaths. Wind speed was positively correlated with cases in Qatar, but negatively correlated with cases in the UAE and deaths in KSA. Humidity was positively correlated with cases and deaths in Oman, negatively correlated in Bahrain, Kuwait, Qatar and KSA but there was no correlation in the UAE. The most significant predictors in cluster analysis were temperature and humidity, while in the regression analysis, temperature, humidity and wind speed predicted new COVID-19 cases and deaths. CONCLUSION: This study provides comprehensive epidemiological information on COVID-19 and climate parameters and preliminary evidence that climate may play a key role in the transmission of the COVID-19 virus. This study will assist decision makers in translating findings into specific guidelines and policies for the prevention and elimination of COVID-19 transmission and infection. |
format | Online Article Text |
id | pubmed-9333301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-93333012022-07-29 The impact of environmental and climate parameters on the incidence and mortality of COVID-19 in the six Gulf Cooperation Council countries: A cross-country comparison study Saddik, Basema Awad, Manal A. Al-Bluwi, Najlaa Hussein, Amal Shukla, Ankita Al-Shujairi, Arwa AlZubaidi, Hamzah Al-Hajjaj, Mohamed S. Halwani, Rabih Hamid, Qutayba PLoS One Research Article BACKGROUND: Environmental factors can influence the epidemiological dynamics of COVID-19. To estimate the true impact of these factors on COVID-19, climate and disease data should be monitored and analyzed over an extended period of time. The Gulf Cooperation Council (GCC) countries are particularly lacking in such studies. This ecological study investigates the association between climate parameters and COVID-19 cases and deaths in the GCC. METHODS: Data on temperature, wind-speed and humidity and COVID-19 cases and deaths from the six countries of the GCC were collected between 29/1/2020 and 30/3/2021. Using Spearman’s correlation coefficient, we examined associations between climate parameters and COVID-19 cases and deaths by month, over four different time periods. A two-step cluster analysis was conducted to identify distinct clusters of data using climate parameters and linear regression analysis to determine which climate parameters predicted COVID-19 new cases and deaths. RESULTS: The United Arab Emirates (UAE) had the highest cumulative number of COVID-19 cases while Bahrain had the highest prevalence rate per 100,000. The Kingdom of Saudi Arabia (KSA) reported the highest cumulative number of deaths while Oman recorded the highest death rate per 100,000. All GCC countries, except the UAE, reported a positive correlation between temperature and cases and deaths. Wind speed was positively correlated with cases in Qatar, but negatively correlated with cases in the UAE and deaths in KSA. Humidity was positively correlated with cases and deaths in Oman, negatively correlated in Bahrain, Kuwait, Qatar and KSA but there was no correlation in the UAE. The most significant predictors in cluster analysis were temperature and humidity, while in the regression analysis, temperature, humidity and wind speed predicted new COVID-19 cases and deaths. CONCLUSION: This study provides comprehensive epidemiological information on COVID-19 and climate parameters and preliminary evidence that climate may play a key role in the transmission of the COVID-19 virus. This study will assist decision makers in translating findings into specific guidelines and policies for the prevention and elimination of COVID-19 transmission and infection. Public Library of Science 2022-07-28 /pmc/articles/PMC9333301/ /pubmed/35901093 http://dx.doi.org/10.1371/journal.pone.0269204 Text en © 2022 Saddik et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Saddik, Basema Awad, Manal A. Al-Bluwi, Najlaa Hussein, Amal Shukla, Ankita Al-Shujairi, Arwa AlZubaidi, Hamzah Al-Hajjaj, Mohamed S. Halwani, Rabih Hamid, Qutayba The impact of environmental and climate parameters on the incidence and mortality of COVID-19 in the six Gulf Cooperation Council countries: A cross-country comparison study |
title | The impact of environmental and climate parameters on the incidence and mortality of COVID-19 in the six Gulf Cooperation Council countries: A cross-country comparison study |
title_full | The impact of environmental and climate parameters on the incidence and mortality of COVID-19 in the six Gulf Cooperation Council countries: A cross-country comparison study |
title_fullStr | The impact of environmental and climate parameters on the incidence and mortality of COVID-19 in the six Gulf Cooperation Council countries: A cross-country comparison study |
title_full_unstemmed | The impact of environmental and climate parameters on the incidence and mortality of COVID-19 in the six Gulf Cooperation Council countries: A cross-country comparison study |
title_short | The impact of environmental and climate parameters on the incidence and mortality of COVID-19 in the six Gulf Cooperation Council countries: A cross-country comparison study |
title_sort | impact of environmental and climate parameters on the incidence and mortality of covid-19 in the six gulf cooperation council countries: a cross-country comparison study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9333301/ https://www.ncbi.nlm.nih.gov/pubmed/35901093 http://dx.doi.org/10.1371/journal.pone.0269204 |
work_keys_str_mv | AT saddikbasema theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT awadmanala theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT albluwinajlaa theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT husseinamal theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT shuklaankita theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT alshujairiarwa theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT alzubaidihamzah theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT alhajjajmohameds theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT halwanirabih theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT hamidqutayba theimpactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT saddikbasema impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT awadmanala impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT albluwinajlaa impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT husseinamal impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT shuklaankita impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT alshujairiarwa impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT alzubaidihamzah impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT alhajjajmohameds impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT halwanirabih impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy AT hamidqutayba impactofenvironmentalandclimateparametersontheincidenceandmortalityofcovid19inthesixgulfcooperationcouncilcountriesacrosscountrycomparisonstudy |