Back

Epidemiology of Reopening in the COVID-19 Pandemic in the United States, Europe and Asia

Zhang, W.; Oltean, A.; Nichols, S.; Odeh, F.; Zhong, F.

2020-08-06 infectious diseases
10.1101/2020.08.05.20168757 medRxiv
Show abstract

Since the discovery of the novel coronavirus (SARS-CoV-2), COVID-19 has become a global healthcare and economic crisis. The United States (US) and Europe exhibited wide impacts from the virus with more than six million cases by the time of our analysis. To inhibit spread, stay-at-home orders and other non-pharmaceutical interventions (NPIs) were instituted. Beginning late April 2020, some US states, European, and Asian countries lifted restrictions and started the reopening phases. In this study, the changes of confirmed cases, hospitalizations, and deaths were analyzed after reopening for 11 countries and 40 US states using an interrupted time series analysis. Additionally, the distribution of these categories was further analyzed by age due to the known increased risk in elderly patients. Reopening had varied effects on COVID-19 cases depending on the region. Recent increases in cases did not fully translate into increased deaths. Eight countries had increased cases after reopening while only two countries showed the same trend in deaths. In the US, 30 states had observed increases in cases while only seven observed increased deaths. In addition, we found that states with later reopening dates were more likely to have significant decreases in cases, hospitalizations, and deaths. Furthermore, age distributions through time were analyzed in relation to COVID-19 in the US. Younger age groups typically had an increased share of cases after reopening.

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
International Journal of Infectious Diseases
126 papers in training set
Top 0.1%
19.1%
2
Scientific Reports
3102 papers in training set
Top 9%
8.6%
3
Journal of Medical Virology
137 papers in training set
Top 0.2%
7.3%
4
Frontiers in Medicine
113 papers in training set
Top 0.8%
4.9%
5
PLOS ONE
4510 papers in training set
Top 30%
4.9%
6
Frontiers in Public Health
140 papers in training set
Top 1%
4.4%
7
International Journal of Environmental Research and Public Health
124 papers in training set
Top 2%
4.0%
50% of probability mass above
8
Clinical Infectious Diseases
231 papers in training set
Top 1%
3.7%
9
JMIR Public Health and Surveillance
45 papers in training set
Top 0.9%
2.7%
10
Journal of Clinical Medicine
91 papers in training set
Top 2%
2.4%
11
Epidemiology and Infection
84 papers in training set
Top 1.0%
2.1%
12
BMC Infectious Diseases
118 papers in training set
Top 2%
1.9%
13
Journal of Infection and Public Health
15 papers in training set
Top 0.2%
1.7%
14
Emerging Microbes & Infections
74 papers in training set
Top 0.8%
1.7%
15
Eurosurveillance
80 papers in training set
Top 1.0%
1.2%
16
Public Health
34 papers in training set
Top 1%
1.1%
17
BioMed Research International
25 papers in training set
Top 2%
1.0%
18
PeerJ
261 papers in training set
Top 11%
1.0%
19
Virologica Sinica
10 papers in training set
Top 0.3%
0.9%
20
The Lancet Infectious Diseases
71 papers in training set
Top 2%
0.9%
21
Open Forum Infectious Diseases
134 papers in training set
Top 2%
0.9%
22
Viruses
318 papers in training set
Top 5%
0.8%
23
eLife
5422 papers in training set
Top 57%
0.8%
24
Vaccines
196 papers in training set
Top 2%
0.8%
25
Health Science Reports
12 papers in training set
Top 0.4%
0.7%
26
Journal of Global Health
18 papers in training set
Top 0.7%
0.7%
27
Nature Communications
4913 papers in training set
Top 65%
0.7%
28
Journal of Translational Medicine
46 papers in training set
Top 3%
0.7%
29
Heliyon
146 papers in training set
Top 8%
0.7%
30
Influenza and Other Respiratory Viruses
44 papers in training set
Top 0.5%
0.7%