Back

Higher COVID-19 vaccination rates are linked to decreased county-level COVID-19 incidence across USA

Puranik, A.; Venkatakrishnan, A.; Pawlowski, C.; Raghunathan, B.; Ramudu, E.; Lenehan, P.; Agarwal, V.; Jayaram, S.; Choudhary, M.; Soundararajan, V.

2021-03-08 epidemiology
10.1101/2021.03.05.21252946 medRxiv
Show abstract

Real world evidence studies of mass vaccination across health systems have reaffirmed the safety1 and efficacy2,3 of the FDA-authorized mRNA vaccines for COVID-19. However, the impact of vaccination on community transmission remains to be characterized. Here, we compare the cumulative county-level vaccination rates with the corresponding COVID-19 incidence rates among 87 million individuals from 580 counties in the United States, including 12 million individuals who have received at least one vaccine dose. We find that cumulative county-level vaccination rate through March 1, 2021 is significantly associated with a concomitant decline in COVID-19 incidence (Spearman correlation {rho} = -0.22, p-value = 8.3e-8), with stronger negative correlations in the Midwestern counties ({rho} = -0.37, p-value = 1.3e-7) and Southern counties ({rho} = -0.33, p-value = 4.5e-5) studied. Additionally, all examined US regions demonstrate significant negative correlations between cumulative COVID-19 incidence rate prior to the vaccine rollout and the decline in the COVID-19 incidence rate between December 1, 2020 and March 1, 2021, with the US western region being particularly striking ({rho} = -0.66, p-value = 5.3e-37). However, the cumulative vaccination rate and cumulative incidence rate are noted to be statistically independent variables, emphasizing the need to continue the ongoing vaccination roll out at scale. Given confounders such as different coronavirus restrictions and mask mandates, varying population densities, and distinct levels of diagnostic testing and vaccine availabilities across US counties, we are advancing a public health resource to amplify transparency in vaccine efficacy monitoring (https://public.nferx.com/covid-monitor-lab/vaccinationcheck). Application of this resource highlights outliers like Dimmit county (Texas), where infection rates have increased significantly despite higher vaccination rates, ostensibly owing to amplified travel as a "vaccination hub"; as well as Henry county (Ohio) which encountered shipping delays leading to postponement of the vaccine clinics. This study underscores the importance of tying the ongoing vaccine rollout to a real-time monitor of spatio-temporal vaccine efficacy to help turn the tide of the COVID-19 pandemic.

Matching journals

The top 12 journals account for 50% of the predicted probability mass.

1
Nature Human Behaviour
85 papers in training set
Top 0.1%
10.1%
2
The Lancet Infectious Diseases
71 papers in training set
Top 0.3%
6.4%
3
Scientific Reports
3102 papers in training set
Top 19%
6.3%
4
The Lancet Regional Health - Americas
22 papers in training set
Top 0.1%
4.0%
5
PLOS ONE
4510 papers in training set
Top 39%
3.6%
6
Clinical Infectious Diseases
231 papers in training set
Top 1%
3.6%
7
Nature Communications
4913 papers in training set
Top 40%
3.6%
8
BMC Medicine
163 papers in training set
Top 2%
3.2%
9
Nature Medicine
117 papers in training set
Top 1%
3.1%
10
JMIR Public Health and Surveillance
45 papers in training set
Top 0.9%
2.7%
11
Vaccines
196 papers in training set
Top 0.8%
2.6%
12
eLife
5422 papers in training set
Top 32%
2.6%
50% of probability mass above
13
Communications Medicine
85 papers in training set
Top 0.1%
2.1%
14
Vaccine
189 papers in training set
Top 1%
1.9%
15
International Journal of Epidemiology
74 papers in training set
Top 1%
1.8%
16
JAMA Network Open
127 papers in training set
Top 2%
1.8%
17
JAMA
17 papers in training set
Top 0.1%
1.7%
18
Nature
575 papers in training set
Top 12%
1.5%
19
Science Advances
1098 papers in training set
Top 20%
1.5%
20
Scientific Data
174 papers in training set
Top 2%
1.2%
21
PNAS Nexus
147 papers in training set
Top 0.6%
1.2%
22
Frontiers in Public Health
140 papers in training set
Top 6%
1.2%
23
Epidemiology and Infection
84 papers in training set
Top 2%
1.1%
24
American Journal of Epidemiology
57 papers in training set
Top 1%
0.9%
25
The Journal of Infectious Diseases
182 papers in training set
Top 4%
0.9%
26
The Lancet Regional Health - Western Pacific
15 papers in training set
Top 0.2%
0.8%
27
Journal of Travel Medicine
18 papers in training set
Top 0.2%
0.8%
28
Med
38 papers in training set
Top 0.8%
0.7%
29
eClinicalMedicine
55 papers in training set
Top 2%
0.7%
30
American Journal of Preventive Medicine
11 papers in training set
Top 0.5%
0.7%