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Quantification of the effects of climatic conditions on French hospital admissions and deaths induced by SARS-CoV-2.
- Source :
-
Scientific reports [Sci Rep] 2021 Nov 08; Vol. 11 (1), pp. 21812. Date of Electronic Publication: 2021 Nov 08. - Publication Year :
- 2021
-
Abstract
- An estimation of the impact of climatic conditions-measured with an index that combines temperature and humidity, the IPTCC-on the hospitalizations and deaths attributed to SARS-CoV-2 is proposed. The present paper uses weekly data from 54 French administrative regions between March 23, 2020 and January 10, 2021. Firstly, a Granger causal analysis is developed and reveals that past values of the IPTCC contain information that allow for a better prediction of hospitalizations or deaths than that obtained without the IPTCC. Finally, a vector autoregressive model is estimated to evaluate the dynamic response of hospitalizations and deaths after an increase in the IPTCC. It is estimated that a 10-point increase in the IPTCC causes hospitalizations to rise by 2.9% (90% CI 0.7-5.0) one week after the increase, and by 4.1% (90% CI 2.1-6.4) and 4.4% (90% CI 2.5-6.3) in the two following weeks. Over ten weeks, the cumulative effect is estimated to reach 20.1%. Two weeks after the increase in the IPTCC, deaths are estimated to rise by 3.7% (90% CI 1.6-5.8). The cumulative effect from the second to the tenth weeks reaches 15.8%. The results are robust to the inclusion of air pollution indicators.<br /> (© 2021. The Author(s).)
- Subjects :
- Algorithms
Bayes Theorem
Decision Making
France epidemiology
Hospitals
Humans
Humidity
Infectious Disease Medicine
Reproducibility of Results
Respiration Disorders
Seasons
Temperature
Air Pollutants
Air Pollution
COVID-19 epidemiology
COVID-19 mortality
Climate
Hospitalization statistics & numerical data
SARS-CoV-2
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 11
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 34750498
- Full Text :
- https://doi.org/10.1038/s41598-021-01392-2