Delays, Masks, the Elderly, and Schools: First Covid-19 Wave in the Czech Republic

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作者
Luděk Berec
Jan Smyčka
René Levínský
Eva Hromádková
Michal Šoltés
Josef Šlerka
Vít Tuček
Jan Trnka
Martin Šmíd
Milan Zajíček
Tomáš Diviák
Roman Neruda
Petra Vidnerová
机构
[1] University of South Bohemia,Department of Mathematics, Centre for Mathematical Biology, Faculty of Science
[2] Czech Academy of Sciences,New Media Studies, Faculty of Arts
[3] Biology Centre,Department of Mathematics
[4] Institute of Entomology,Department of Biochemistry, Cell and Molecular Biology, Third Faculty of Medicine
[5] Centre for Modelling of Biological and Social Processes,Department of Criminology, School of Social Sciences
[6] Center for Theoretical Studies,undefined
[7] CERGE-EI,undefined
[8] Charles University,undefined
[9] University of Zagreb,undefined
[10] Charles University,undefined
[11] Czech Academy of Sciences,undefined
[12] Institute of Information Theory and Automation,undefined
[13] University of Manchester,undefined
[14] Czech Academy of Sciences,undefined
[15] Institute of Computer Science,undefined
来源
Bulletin of Mathematical Biology | 2022年 / 84卷
关键词
Covid-19 pandemic; Non-pharmaceutical interventions; Approximate Bayesian computation; Age structure; School closure;
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摘要
Running across the globe for nearly 2 years, the Covid-19 pandemic keeps demonstrating its strength. Despite a lot of understanding, uncertainty regarding the efficiency of interventions still persists. We developed an age-structured epidemic model parameterized with epidemiological and sociological data for the first Covid-19 wave in the Czech Republic and found that (1) starting the spring 2020 lockdown 4 days earlier might prevent half of the confirmed cases by the end of lockdown period, (2) personal protective measures such as face masks appear more effective than just a realized reduction in social contacts, (3) the strategy of sheltering just the elderly is not at all effective, and (4) leaving schools open is a risky strategy. Despite vaccination programs, evidence-based choice and timing of non-pharmaceutical interventions remains an effective weapon against the Covid-19 pandemic.
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