A State-Level Socioeconomic Data Collection of the United States for COVID-19 Research

被引:7
|
作者
Sha, Dexuan [1 ,2 ]
Malarvizhi, Anusha Srirenganathan [1 ,2 ]
Liu, Qian [1 ,2 ]
Tian, Yifei [1 ]
Zhou, You [1 ,2 ]
Ruan, Shiyang [2 ]
Dong, Rui [1 ]
Carte, Kyla [1 ,2 ]
Lan, Hai [1 ,2 ]
Wang, Zifu [1 ,2 ]
Yang, Chaowei [1 ,2 ]
机构
[1] George Mason Univ, NSF Spatiotemporal Innovat Ctr, Fairfax, VA 22030 USA
[2] George Mason Univ, Dept Geog & GeoInformat Sci, Fairfax, VA 22030 USA
基金
美国国家科学基金会;
关键词
policy stringency; state level; USA; spatiotemporal data; big data; public health; economy; social justice; equity;
D O I
10.3390/data5040118
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The outbreak of COVID-19 from late 2019 not only threatens the health and lives of humankind but impacts public policies, economic activities, and human behavior patterns significantly. To understand the impact and better prepare for future outbreaks, socioeconomic factors play significant roles in (1) determinant analysis with health care, environmental exposure and health behavior; (2) human mobility analyses driven by policies; (3) economic pressure and recovery analyses for decision making; and (4) short to long term social impact analysis for equity, justice and diversity. To support these analyses for rapid impact responses, state level socioeconomic factors for the United States of America (USA) are collected and integrated into topic-based indicators, including (1) the daily quantitative policy stringency index; (2) dynamic economic indices with multiple time frequency of GDP, international trade, personal income, employment, the housing market, and others; (3) the socioeconomic determinant baseline of the demographic, housing financial situation and medical resources. This paper introduces the measurements and metadata of relevant socioeconomic data collection, along with the sharing platform, data warehouse framework and quality control strategies. Different from existing COVID-19 related data products, this collection recognized the geospatial and dynamic factor as essential dimensions of epidemiologic research and scaled down the spatial resolution of socioeconomic data collection from country level to state level of the USA with a standard data format and high quality. Dataset:https://github.com/stccenter/COVID-19-Data/tree/master/Socioeconomic%20Data is the data repository link to access the latest data collection with well-formatted documents. Dataset License: CC-BY.
引用
收藏
页码:1 / 18
页数:18
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