| Literature DB >> 34746513 |
Abstract
OBJECTIVE: This study focuses on the epidemiology of COVID-19 in Europe and investigates public health response in severely hit countries.Entities:
Keywords: COVID-19; Epidemiology; Europe; Public health response; Stringency
Year: 2021 PMID: 34746513 PMCID: PMC8556869 DOI: 10.1016/j.cegh.2021.100882
Source DB: PubMed Journal: Clin Epidemiol Glob Health ISSN: 2213-3984
Fig. 1COVID-19 cases, deaths and case-fatality ratio in Europe as of Week 5, 2021 Data Source: European Centre for Disease Prevention and Control (ECDC).
Stringency across Europe.
| Country | First Case | Date (SI > 0) | Days to SI > 0 since first case | Date (SI > 40) | Days to SI > 40 since first case | Max Stringency | |||
|---|---|---|---|---|---|---|---|---|---|
| January 2020–July 2020 | August 2020–January 2021 | ||||||||
| Albania | 9/3/2020 | 14/2/2020 | −24 | 10/3/2020 | 1 | 18/4/2020 | 89.81 | 12/11/2020 | 65.74 |
| Andorra | 3/3/2020 | 13/3/2020 | 10 | 25/3/2020 | 22 | 8/4/2020 | 56.48 | 22/10/2020 | 59.26 |
| Bosnia and Herzegovina | 6/3/2020 | 31/1/2020 | −35 | 11/3/2020 | 5 | 10/4/2020 | 92.59 | 1/8/2020 | 59.26 |
| Croatia | 26/2/2020 | 27/1/2020 | −30 | 16/3/2020 | 19 | 23/3/2020 | 96.3 | 14/12/2020 | 50.93 |
| Greece | 27/2/2020 | 25/2/2020 | −2 | 12/3/2020 | 14 | 23/3/2020 | 84.26 | 7/12/2020 | 84.26 |
| Italy | 31/1/2020 | 23/1/2020 | −8 | 23/2/2020 | 23 | 12/4/2020 | 93.52 | 24/12/2020 | 84.26 |
| Malta | 7/3/2020 | 25/1/2020 | −42 | 13/3/2020 | 6 | 3/4/2020 | 87.04 | 29/10/2020 | 52.78 |
| Portugal | 3/3/2020 | 26/1/2020 | −37 | 19/3/2020 | 16 | 9/4/2020 | 87.96 | 31/12/2020 | 78.7 |
| San Marino | 28/2/2020 | 23/2/2020 | −5 | 8/3/2020 | 9 | 17/4/2020 | 92.59 | 25/12/2020 | 75.93 |
| Serbia | 7/3/2020 | 22/1/2020 | −45 | 15/3/2020 | 8 | 21/3/2020 | 100 | 14/1/2021 | 62.96 |
| Slovenia | 5/3/2020 | 4/3/2020 | −1 | 16/3/2020 | 11 | 30/3/2020 | 89.81 | 9/1/2021 | 74.07 |
| Spain | 1/2/2020 | 31/1/2020 | −1 | 10/3/2020 | 38 | 30/3/2020 | 85.19 | 23/12/2020 | 78.7 |
| Austria | 26/2/2020 | 24/2/2020 | −2 | 13/3/2020 | 16 | 16/3/2020 | 81.48 | 17/11/2020 | 82.41 |
| Belgium | 4/2/2020 | 28/1/2020 | −7 | 14/3/2020 | 39 | 20/3/2020 | 81.48 | 2/11/2020 | 65.74 |
| France | 25/1/2020 | 22/1/2020 | −3 | 2/3/2020 | 37 | 17/3/2020 | 87.96 | 30/10/2020 | 78.7 |
| Germany | 28/1/2020 | 24/1/2020 | −4 | 16/3/2020 | 48 | 22/3/2020 | 76.85 | 5/1/2021 | 85.19 |
| Luxembourg | 1/3/2020 | 5/3/2020 | 4 | 13/3/2020 | 12 | 17/3/2020 | 79.63 | 28/12/2020 | 80.56 |
| Monaco | 29/2/2020 | 24/1/2020 | −36 | 11/3/2020 | 11 | 17/3/2020 | 87.96 | 1/8/2020 | 65.74 |
| Netherlands | 28/2/2020 | 6/3/2020 | 7 | 12/3/2020 | 13 | 31/3/2020 | 79.63 | 23/1/2021 | 93.52 |
| Switzerland | 26/2/2020 | 25/2/2020 | −1 | 16/3/2020 | 19 | 17/3/2020 | 73.15 | 12/12/2020 | 60.19 |
| Belarus | 28/2/2020 | 14/3/2020 | 15 | – | – | 6/4/2020 | 18.52 | 24/12/2020 | 27.78 |
| Bulgaria | 8/3/2020 | 3/2/2020 | −34 | 13/3/2020 | 5 | 21/3/2020 | 73.15 | 27/11/2020 | 57.41 |
| Czech Republic | 2/3/2020 | 24/1/2020 | −38 | 11/3/2020 | 9 | 23/3/2020 | 82.41 | 26/10/2020 | 73.15 |
| Hungary | 5/3/2020 | 28/2/2020 | −6 | 11/3/2020 | 6 | 28/3/2020 | 76.85 | 10/11/2020 | 72.22 |
| Poland | 4/3/2020 | 23/1/2020 | −41 | 12/3/2020 | 8 | 9/4/2020 | 83.33 | 31/12/2020 | 80.56 |
| Romania | 27/2/2020 | 27/1/2020 | −31 | 11/3/2020 | 13 | 31/3/2020 | 87.04 | 16/11/2020 | 76.85 |
| Russia | 1/2/2020 | 30/1/2020 | −2 | 16/3/2020 | 44 | 30/3/2020 | 87.04 | 1/8/2020 | 68.06 |
| Slovak Republic | 7/3/2020 | 27/1/2020 | −40 | 12/3/2020 | 5 | 8/4/2020 | 87.04 | 22/10/2020 | 73.15 |
| Ukraine | 4/3/2020 | 3/3/2020 | −1 | 12/3/2020 | 8 | 18/3/2020 | 88.89 | 28/8/2020 | 66.2 |
| Denmark | 27/2/2020 | 27/2/2020 | 0 | 13/3/2020 | 15 | 18/3/2020 | 72.22 | 9/1/2021 | 70.37 |
| Estonia | 28/2/2020 | 12/3/2020 | 13 | 16/3/2020 | 17 | 29/3/2020 | 77.78 | 14/12/2020 | 55.56 |
| Finland | 30/1/2020 | 27/1/2020 | −3 | 16/3/2020 | 46 | 27/3/2020 | 67.59 | 7/12/2020 | 52.31 |
| Iceland | 29/2/2020 | 23/1/2020 | −37 | 16/3/2020 | 16 | 20/3/2020 | 53.7 | 31/10/2020 | 52.78 |
| Ireland | 1/3/2020 | 4/2/2020 | −26 | 13/3/2020 | 12 | 6/4/2020 | 90.74 | 1/1/2021 | 87.96 |
| Latvia | 3/3/2020 | 31/1/2020 | −32 | 13/3/2020 | 10 | 27/3/2020 | 69.44 | 30/12/2020 | 63.89 |
| Lithuania | 28/2/2020 | 26/2/2020 | −2 | 16/3/2020 | 17 | 16/3/2020 | 81.48 | 21/12/2020 | 76.85 |
| Norway | 27/2/2020 | 31/1/2020 | −27 | 12/3/2020 | 14 | 24/3/2020 | 79.63 | 23/1/2021 | 70.37 |
| Sweden | 5/2/2020 | 9/3/2020 | 33 | 19/3/2020 | 43 | 4/4/2020 | 64.81 | 14/12/2020 | 69.44 |
| United Kingdom | 1/2/2020 | 20/1/2020 | −12 | 21/3/2020 | 49 | 24/3/2020 | 79.63 | 5/1/2021 | 81.48 |
Relationship between growth rate in COVID-19 cases and time (in weeks) to reach SI > 40.
| Log growth rate in COVID-19 cases as dependent variable | |
|---|---|
| Time to reach SI > 40 | 1.9341** (SE: 0.091) |
| Intercept | 31.772*** (SE: 2.124) |
| R2 | 0.2069 |
| N | 36 |
*/**/*** denote statistical significance at 10/5/1%, respectively.
Fig. 2Speed of government response and growth in COVID-19 cases Data Source: European Centre for Disease Prevention and Control (ECDC) and Oxford COVID-19 Government Response Tracker (OxCGRT).
Relationship between average monthly cases and average monthly stringency index (SI).
| I | II | |
|---|---|---|
| Average monthly cases as dependent variable | Average monthly cases with one month lag as dependent variable | |
| Average monthly SI | 44.3553*** (SE: 8.614) | 22.5383** (SE: 8.2336) |
| R2 | 0.053402 | 0.0172 |
| N | 39 | 39 |
| Fixed effects | Yes | Yes |
| Hausman test p value | 0.008204 | 5.311e-05 |
*/**/*** denote statistical significance at 10/5/1%, respectively.
Relation between Socio-Economic variables and COVID-19 cases and deaths.
| Socio-economic variables | COVID-19 Cases | COVID-19 Deaths |
|---|---|---|
| Population aged 65 years and above (N = 39) | 0.9306*** | 0.9037*** |
| Male population (N = 39) | 0.9227*** | 0.8701*** |
| Population density (N = 46) | −0.1123 | −0.1021 |
| GDP per capita (N = 43) | −0.1189 | −0.1008 |
*/**/*** denote statistical significance at 10/5/1%, respectively.