Abstract
AbstractAn 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.
Publisher
Springer Science and Business Media LLC
Reference25 articles.
1. WHO, WHO Director-General/Speeches, 2020. [Online]. Available (accessed 02 March 2021): https://www.who.int/director-general/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19---11-march-2020.
2. Kraemer, M. U. G. et al. The effect of human mobility and control measures on the COVID-19 epidemic in China. Science 368, 493–497 (2020).
3. Delnevo, G., Mirri, S. & Roccetti, M. Particulate matter and COVID-19 disease diffusion in Emilia-Romagna (Italy): Already a cold case?. Computation 59, 2 (2020).
4. Briz-Redon, A. & Serrano-Aroca, A. The effect of climate on the spread of the COVID-19 213 pandemic: A review of findings, and statistical and modelling techniques. Prog. 214 Phys. Geogr. Earth Environ. 44, 591–604 (2020).
5. Marazziti, D. et al. Climate change, environment pollution, COVID-19 pandemic and mental health. Sci. Total Environ. 15(773), 145182 (2021).
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