Back

Estimating COVID-19 Cases on University Campuses Prior To Semester

Fout, A.; Bayham, J.; Gutilla, M. J.; Fosdick, B. K.; Pidcoke, H.; Kirby, M.; van Leeuwen, P. J.; Anderson, C.

2021-01-26 epidemiology
10.1101/2021.01.22.21250120 medRxiv
Show abstract

For many institutions of higher learning, the beginning of each semester is marked by a significant migration of young adults into the area. In the midst of the COVID19 pandemic, this presents an opportunity for active cases to be introduced into a community. Prior to the Fall 2020 semester, Colorado State University researchers combined student home locations with recent case counts compiled by the New York Times to assign a probability to each individual of arriving with COVID19. These probabilities were combined to estimate that there would be 7.8 new cases among the on-campus population. Comprehensive testing of arriving students revealed 7 new cases, which validated the approach. The procedure was repeated to explore what could happen if students had returned to campus after Fall break. The estimate of 48 cases corroborated the Universitys early decision to transition to fully remote learning after break.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 11%
15.5%
2
International Journal of Environmental Research and Public Health
124 papers in training set
Top 0.1%
15.1%
3
Scientific Reports
3102 papers in training set
Top 5%
10.6%
4
JMIRx Med
31 papers in training set
Top 0.1%
8.9%
50% of probability mass above
5
Frontiers in Public Health
140 papers in training set
Top 0.4%
7.6%
6
BMC Public Health
147 papers in training set
Top 2%
2.7%
7
eLife
5422 papers in training set
Top 32%
2.6%
8
Epidemiology and Infection
84 papers in training set
Top 1%
2.0%
9
Epidemics
104 papers in training set
Top 0.9%
1.8%
10
Epidemiology
26 papers in training set
Top 0.3%
1.3%
11
JMIR Formative Research
32 papers in training set
Top 1%
1.3%
12
Royal Society Open Science
193 papers in training set
Top 4%
0.9%
13
npj Science of Learning
17 papers in training set
Top 0.1%
0.9%
14
JMIR Public Health and Surveillance
45 papers in training set
Top 3%
0.9%
15
International Journal of Medical Informatics
25 papers in training set
Top 1%
0.8%
16
PLOS Digital Health
91 papers in training set
Top 2%
0.8%
17
Frontiers in Digital Health
20 papers in training set
Top 1%
0.8%
18
Healthcare
16 papers in training set
Top 2%
0.8%
19
Heliyon
146 papers in training set
Top 6%
0.8%
20
Public Health
34 papers in training set
Top 2%
0.8%
21
BMC Medical Education
20 papers in training set
Top 0.9%
0.7%
22
Disaster Medicine and Public Health Preparedness
16 papers in training set
Top 2%
0.7%
23
FEBS Open Bio
29 papers in training set
Top 0.7%
0.7%
24
Journal of Microbiology & Biology Education
11 papers in training set
Top 0.2%
0.7%
25
Infection Control & Hospital Epidemiology
17 papers in training set
Top 0.6%
0.7%
26
JAMA Network Open
127 papers in training set
Top 5%
0.5%
27
PLOS Global Public Health
293 papers in training set
Top 6%
0.5%
28
BMC Medical Research Methodology
43 papers in training set
Top 2%
0.5%
29
COVID
13 papers in training set
Top 0.5%
0.5%