Coronavirus statistics, Google mobility trend, and census demographics in US counties
Author: 
Zhouyi YangAuthors Info & Claims
Zhouyi YangAuthors Info & ClaimsPages 84 - 94
Abstract
The Coronavirus had been viral and heavily influenced daily lives for more than two years. Two popular procedures to combat the pandemic were general vaccine implantation and limited social contact. We evaluated the effectiveness of these procedures by exploring the trends of vaccination rate, public mobility, and case/death rate at the county level in the mainland United States overtime during 2021. In addition, we investigated how demographic variables such as education and income hindered or promoted vaccination and social contact at the county level. We tested the associations between vaccination rate, public mobility, demographics, and case/death rate using Spearman Correlation tests, Student t-tests, and linear regression. Our findings provide domestic statistical feedback to the anti-epidemic policies and help public health officials make informed decisions in the future.
References
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Kyle Walker and Matt Herman (2021). tidycensus: Load US Census Boundary and Attribute Data as 'tidyverse' and 'sf'-Ready Data Frames. R package version 1.1. https://CRAN.R-project.org/package=tidycensus
[2]
The New York Times. (2021). Coronavirus (Covid-19) Data in the United States. Retrieved [11/27/2021], from https://github.com/nytimes/covid-19-data.
[3]
Google Research Team. Covid-19 Community Mobility Reports, 8 Jan. 2022, https://www.google.com/covid19/mobility/index.html.
[4]
Centers for Disease Control and Prevention. “Covid-19 Vaccinations in the United States,County.” Centers for Disease Control and Prevention, Centers for Disease Control and Prevention, 8 Jan. 2022, https://data.cdc.gov/Vaccinations/COVID-19-Vaccinations-in-the-United-States-County/8xkx-amqh.
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R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/ (2022).
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Wickham, (2019). Welcome to the tidyverse. Journal of Open Source Software, 4(43), 1686, https://doi.org/10.21105/joss.01686
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Matt Dowle and Arun Srinivasan (2021). data.table: Extension of `data.frame`. R package version 1.14.2. https://CRAN.R-project.org/package=data.table
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Joe Cheng, Bhaskar Karambelkar and Yihui Xie (2021). leaflet: Create Interactive Web Maps with the JavaScript 'Leaflet' Library. R package version 2.0.4.1. https://CRAN.R-project.org/package=leaflet
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Published In
June 2022
137 pages
ISBN:9781450396233
DOI:10.1145/3545839
Copyright © 2022 ACM.
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Association for Computing Machinery
New York, NY, United States
Publication History
Published: 10 September 2022
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- Refereed limited
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ICoMS 2022
ICoMS 2022: 2022 5th International Conference on Mathematics and Statistics
June 17 - 19, 2022
Paris, France
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