Back

Occupational Determinants of COVID-19 Cumulative Incidence and Vaccination Rate in the United States

Ji, J. S.; Duncan, D. T.

2023-01-14 epidemiology
10.1101/2023.01.13.22274536 medRxiv
Show abstract

ObjectiveWe aim to study the relationship between occupation distribution within each county and COVID-19 cumulative incidence and vaccination rate in the United States. MethodsWe collected county-level data from January 22, 2020 up to December 25, 2021. We fit multivariate linear models to find the relationship of the percentage of people employed by 23 main occupations. ResultsCounties with more health-related jobs, office support roles, community service, sales, production and material moving occupations had higher COVID-19 cumulative incidence. During the uptick of the "Delta" COVID variant (stratified period July 1-Dec 25), counties with more transportation occupations had significantly more COVID-19 cumulative incidence than before. SignificanceUnderstanding the association between occupations and COVID-19 cumulative incidence on an ecological level can provide information for precision public health strategies for prevention and protecting vulnerable workers. Impact StatementWe used data from US Census and COVID-19 data to explore the association between occupations and COVID-19 cumulative incidence and vaccination rate on an ecological level, which can provide information for precision public health strategies for prevention of spread of disease and protecting vulnerable workers.

Matching journals

The top 11 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 17%
10.6%
2
BMC Public Health
147 papers in training set
Top 0.4%
7.3%
3
American Journal of Epidemiology
57 papers in training set
Top 0.2%
4.9%
4
JMIR Public Health and Surveillance
45 papers in training set
Top 0.4%
4.0%
5
Annals of Epidemiology
19 papers in training set
Top 0.1%
4.0%
6
International Journal of Environmental Research and Public Health
124 papers in training set
Top 2%
4.0%
7
The Lancet Public Health
20 papers in training set
Top 0.1%
4.0%
8
Spatial and Spatio-temporal Epidemiology
10 papers in training set
Top 0.1%
3.6%
9
Scientific Reports
3102 papers in training set
Top 35%
3.6%
10
Preventive Medicine
11 papers in training set
Top 0.1%
3.1%
11
JAMA Network Open
127 papers in training set
Top 1%
3.1%
50% of probability mass above
12
Journal of Occupational & Environmental Medicine
17 papers in training set
Top 0.1%
2.9%
13
Disaster Medicine and Public Health Preparedness
16 papers in training set
Top 0.3%
2.6%
14
Clinical Infectious Diseases
231 papers in training set
Top 2%
2.1%
15
Journal of Epidemiology and Community Health
32 papers in training set
Top 0.2%
2.1%
16
International Journal of Epidemiology
74 papers in training set
Top 1%
1.9%
17
Nature Communications
4913 papers in training set
Top 51%
1.7%
18
PeerJ
261 papers in training set
Top 7%
1.7%
19
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 35%
1.5%
20
BMC Infectious Diseases
118 papers in training set
Top 4%
1.1%
21
SSM - Population Health
17 papers in training set
Top 0.3%
1.1%
22
PLOS Medicine
98 papers in training set
Top 3%
1.1%
23
BMC Medical Research Methodology
43 papers in training set
Top 1.0%
1.0%
24
Public Health
34 papers in training set
Top 1%
0.9%
25
American Journal of Preventive Medicine
11 papers in training set
Top 0.5%
0.8%
26
Occupational and Environmental Medicine
15 papers in training set
Top 0.2%
0.8%
27
BMC Medicine
163 papers in training set
Top 7%
0.8%
28
BMJ Open
554 papers in training set
Top 12%
0.8%
29
Frontiers in Public Health
140 papers in training set
Top 8%
0.7%
30
GeoHealth
10 papers in training set
Top 0.8%
0.7%