COVID-19 Diffusion Before Awareness: The Role of Football Match Attendance in Italy
- PMID: 35663345
- PMCID: PMC9047605
- DOI: 10.1177/15270025211067786
COVID-19 Diffusion Before Awareness: The Role of Football Match Attendance in Italy
Abstract
Anecdotal evidence suggests that football matches may have played a role in the spread of COVID-19 all over Europe. Nevertheless, from a scientific point of view, the impact of football matches on the spread of COVID-19 remains unclear. In this paper we study, via a quantitative analysis, the case of Italy, a country badly affected by COVID, and one where attending football matches is very popular. We consider the impact of matches played in January and February 2020 on the dynamic of the pandemic in March and April the same year. Our results, which consider all levels of Italian professional football, and the highest level of amateur football, show that matches played in January and February had an impact on the evolution of the pandemic in March and April. These results suggest that great care must be taken before considering re-opening stadia.
Keywords: COVID-19; H12; I18; Z28; football matches; mass events; outdoor gatherings.
© The Author(s) 2021.
Conflict of interest statement
Declaration of Conflicting Interests: The author declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Figures
Similar articles
-
Attending sporting mega events during COVID-19: mitigation and messaging at UK EURO 2020 matches.Health Promot Int. 2023 Feb 1;38(1):daac176. doi: 10.1093/heapro/daac176. Health Promot Int. 2023. PMID: 36617291 Free PMC article.
-
Resumption of professional football league with spectators during the COVID-19 pandemic: The implementation of Bio-secure bubble protocol.Qatar Med J. 2022 Jul 26;2022(3):31. doi: 10.5339/qmj.2022.31. eCollection 2022. Qatar Med J. 2022. PMID: 36035766 Free PMC article.
-
How does spectator presence affect football? Home advantage remains in European top-class football matches played without spectators during the COVID-19 pandemic.PLoS One. 2021 Mar 31;16(3):e0248590. doi: 10.1371/journal.pone.0248590. eCollection 2021. PLoS One. 2021. PMID: 33788870 Free PMC article.
-
A Bayesian Approach to Predict Football Matches with Changed Home Advantage in Spectator-Free Matches after the COVID-19 Break.Entropy (Basel). 2022 Mar 4;24(3):366. doi: 10.3390/e24030366. Entropy (Basel). 2022. PMID: 35327877 Free PMC article.
-
Association of high profile football matches in Europe with traffic accidents in Asia: archival study.BMJ. 2020 Dec 16;371:m4465. doi: 10.1136/bmj.m4465. BMJ. 2020. PMID: 33328152 Free PMC article.
Cited by
-
Back to school or … back to lockdown? The effects of opening schools on the diffusion of COVID-19 in Italian regions.Socioecon Plann Sci. 2022 Aug;82:101260. doi: 10.1016/j.seps.2022.101260. Epub 2022 Feb 17. Socioecon Plann Sci. 2022. PMID: 35197654 Free PMC article. Review.
-
COVID-19 and Attendance Demand for Professional Sport in Japan: A Multilevel Analysis of Repeated Cross-Sectional National Data during the Pandemic.Int J Environ Res Public Health. 2022 Apr 27;19(9):5318. doi: 10.3390/ijerph19095318. Int J Environ Res Public Health. 2022. PMID: 35564713 Free PMC article.
-
From Microscopic Droplets to Macroscopic Crowds: Crossing the Scales in Models of Short-Range Respiratory Disease Transmission, with Application to COVID-19.Adv Sci (Weinh). 2023 Jul;10(19):e2205255. doi: 10.1002/advs.202205255. Epub 2023 May 3. Adv Sci (Weinh). 2023. PMID: 37132608 Free PMC article.
-
Impact of the Euro 2020 championship on the spread of COVID-19.Nat Commun. 2023 Jan 18;14(1):122. doi: 10.1038/s41467-022-35512-x. Nat Commun. 2023. PMID: 36653337 Free PMC article.
-
Attending sporting mega events during COVID-19: mitigation and messaging at UK EURO 2020 matches.Health Promot Int. 2023 Feb 1;38(1):daac176. doi: 10.1093/heapro/daac176. Health Promot Int. 2023. PMID: 36617291 Free PMC article.
References
-
- Ahammer A., Halla M., Lackner M. (2020). Mass gatherings contributed to early COVID-19 spread: Evidence from US Sports. Covid Economics, CEPR. https://voxeu.org/article/mass-gatherings-contributed-early-covid-19-mor...
LinkOut - more resources
Full Text Sources
Miscellaneous