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
Affiliations
Affiliations
- Department of Family and Community Medicine and Behavioral Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates.
- Sharjah Institute of Medical Research, University of Sharjah, Sharjah, United Arab Emirates.
- Department of Preventive and Restorative Dentistry, College of Dental Medicine, University of Sharjah, Sharjah, United Arab Emirates.
- College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates.
- Clinical Sciences Department, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates.
Abstract
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.
Conflict of interest statement
The authors have declBasema Saddik 1 2, Manal A Awad 3, Najlaa Al-Bluwi 2, Amal Hussein 1, Ankita Shukla 2, Arwa Al-Shujairi 2, Hamzah AlZubaidi 2 4, Mohamed S Al-Hajjaj 5, Rabih Halwani 2 5, Qutayba Hamid 2 5
Figures
Similar articles
Meo SA, Abukhalaf AA, Alomar AA, Alsalame NM, Al-Khlaiwi T, Usmani AM.Eur Rev Med Pharmacol Sci. 2020 Jul;24(13):7524-7533. doi: 10.26355/eurrev_202007_21927.PMID: 32706095
Al-Aamri AK, Al-Harrasi AA, AAl-Abdulsalam AK, Al-Maniri AA, Padmadas SS.BMJ Open. 2021 May 11;11(5):e044102. doi: 10.1136/bmjopen-2020-044102.PMID: 33980523 Free PMC article.
Chaabna K, Ladumor H, Cheema S.East Mediterr Health J. 2023 Jan 19;29(1):40-48. doi: 10.26719/emhj.23.005.PMID: 36710613
Prevalence and reasons of increased type 2 diabetes in Gulf Cooperation Council Countries.
Aljulifi MZ.Saudi Med J. 2021 May;42(5):481-490. doi: 10.15537/smj.2021.42.5.20200676.PMID: 33896777 Free PMC article. Review.
Driving and diabetes mellitus in the Gulf Cooperation Council countries: Call for action.
Hassoun AAK, Abdella N, Arouj MA, Awadi FA, Futaisi AA, Lamki MA, Madani AA, Saber FA, Nakhi AB, Beshyah SA, El-Ali S, Fiad TM, Hussein WI, Kaddaha G, Ksseiry I, Morcos B, Saadi H.Diabetes Res Clin Pract. 2015 Oct;110(1):91-94. doi: 10.1016/j.diabres.2015.08.002. Epub 2015 Aug 22.PMID: 26345248 Review.
KMEL References
References
-
- Worldometer. Countries in the world by population (2021) 2021 [https://www.worldometers.info/world-population/population-by-country/.
-
- Worldometer. COVID-19 Coronavirus Pandemic 2021 [https://www.worldometers.info/coronavirus/.
-
- Turak N. First Middle East cases of coronavirus confirmed in the UAE 2020 [https://www.cnbc.com/2020/01/29/first-middle-east-cases-of-coronavirus-c....
-
- Worldometer. United Arab Emirates Population (live) 2021 [https://www.worldometers.info/world-population/united-arab-emirates-popu....
-
- Kabamba Nzaji M, Kabamba Ngombe L, Ngoie Mwamba G, Banza Ndala DB, Mbidi Miema J, Luhata Lungoyo C, et al.. Acceptability of Vaccination Against COVID-19 Among Healthcare Workers in the Democratic Republic of the Congo. Pragmatic and observational research. 2020;11:103–9. doi: 10.2147/POR.S271096 - DOI - PMC - PubMed
-
- WHO. China shows COVID-19 responses must be tailored to the local context. 2021 [http://www.euro.who.int/en/health-topics/health-emergencies/coronavirus-....
-
- D’Amato G, Cecchi L, D’Amato M, Annesi-Maesano I. Climate change and respiratory diseases. European respiratory review: an official journal of the European Respiratory Society. 2014;23(132):161–9. - PubMed
-
- Hachim MY, Hachim IY, Naeem K, Hannawi H, Al Salmi I, Hannawi S. Higher Temperatures, Higher Solar Radiation, and Less Humidity Is Associated With Poor Clinical and Laboratory Outcomes in COVID-19 Patients. Frontiers in public health. 2021;9:618828. doi: 10.3389/fpubh.2021.618828 - DOI - PMC - PubMed
-
- Marvi M, Arfeen A, Mehdi MR, Rauf Z. Investigating the Impact of Regional Temperature on COVID-19 Pandemic during 2020. 2021;13(11):5931.
-
- Alharbi FR, Csala D. Gulf Cooperation Council Countries’ Climate Change Mitigation Challenges and Exploration of Solar and Wind Energy Resource Potential. 2021;11(6):2648.
-
- Bahrain. MOH Twitter 2021 [https://twitter.com/moh_bahrain?lang=en.
-
- KSA. MOH News 2021 [https://www.moh.gov.sa/en/Ministry/MediaCenter/News/Pages/default.aspx?P....
-
- Kuwait. MOH COVID-19 updates, state of Kuwait- Live 2021 [https://corona.e.gov.kw/En.
-
- Kuwait. MOH Twitter 2021 [https://twitter.com/KUWAIT_MOH.
-
- Oman. MOH Twitter 2021 [https://twitter.com/OmaniMOH.
-
- Qatar. Ministry of Public Health 2021 [https://covid19.moph.gov.qa/EN/Pages/default.aspx.
-
- UAE. Ministry of Health & Prevention 2021 [https://www.doh.gov.ae/en/covid-19/Media-Center/news/News-Listing.
-
- TimeAndDate. World Temperatures—Weather Around The World 2021 [https://www.timeanddate.com/weather/.
-
- IBMCorp. IBM SPSS Statistics for Windows. Armonk, NY: IBM Corp. Version 25.0 edReleased 2017.
-
- Evans JD. Straightforward statistics for the behavioral sciences. Pacific Grove: CA: Brooks/Cole; 1996.
-
- Mani NS, Budak JZ, Lan KF, Bryson-Cahn C, Zelikoff A, Barker GEC, et al.. Prevalence of Coronavirus Disease 2019 Infection and Outcomes Among Symptomatic Healthcare Workers in Seattle, Washington. Clinical infectious diseases: an official publication of the Infectious Diseases Society of America. 2020;71(10):2702–7. doi: 10.1093/cid/ciaa761 - DOI - PMC - PubMed
-
- Alghamdi IG, Hussain II, Almalki SS, Alghamdi MS, Alghamdi MM, MA El-Sheemy. The pattern of Middle East respiratory syndrome coronavirus in Saudi Arabia: a descriptive epidemiological analysis of data from the Saudi Ministry of Health. International journal of general medicine. 2014;7:417–23. doi: 10.2147/IJGM.S67061 - DOI - PMC - PubMed
-
- van Doremalen N, Bushmaker T, Munster VJ. Stability of Middle East respiratory syndrome coronavirus (MERS-CoV) under different environmental conditions. Euro surveillance: bulletin Europeen sur les maladies transmissibles=European communicable disease bulletin. 2013;18(38). doi: 10.2807/1560-7917.es2013.18.38.20590 - DOI - PubMed