论文标题

COVID-19对美国人类流动性和零售的影响

Impact of COVID-19 on human mobility and retail sales in the US

论文作者

Olanrewaju, Ayobami Esther, McSharry, Patrick E.

论文摘要

由于199年的大流行,政府不得不迅速实施限制人类流动性的锁定政策,以抑制疾病的传播并降低死亡率。由于政府对大流行的反应造成的运动限制,与上一年相比,美国零售额在2020年4月下降了-22%。这项研究着眼于政府政策,流动性模式和隐含合规性水平的严格性。这些变量与对零售销售的影响之间的关系有助于了解过去的人类行为并为未来的大流行做准备。在美国各州,零售损失差异很大,从密西西比州的-1.6%到夏威夷的-38.9%。西部和东北部的州受到最大的影响,而南部的州则相对弹性。回归用于识别具有统计学意义的州级特征。最大的损失发生在2020年总统大选中民主党选民比例很高的州和人口众多的州。民主党投票增长10%与零售销售额增加2.4%有关。少于高中文凭的成年人比例很高的州最有弹性。人均不到一英里的旅行数量被定义为移动性指数,因为它对整个美国各州的零售销售具有最大的影响。该移动性指数中增加了10%,零售额增加了4.6%。所有状态通常均匀,并且表现出降低的迁移率,严格性的增加。严格指数的增长1%与移动指数下降1%有关。民主党选民,人口众多,位于西方的州往往最合规。投票民主党人比例的比例增长了10%,其合规性增加了5%。

Due to the COVID-19 pandemic, governments had to rapidly implement lockdown policies that restricted human mobility to suppress the spread of the disease and reduce mortality. Because of the movement restrictions resulting from government responses to the pandemic, US retail sales declined by -22% in April 2020 compared to the previous year. This study looks at the stringency of government policies, mobility patterns, and implied compliance levels. The relationships between these variables and the influence on retail sales serve to understand past human behavior and prepare for future pandemics. Retail losses varied dramatically across the US states, from -1.6% in Mississippi to -38.9% in Hawaii. States in the west and northeast were most affected, while those in the south were relatively resilient. Regression was used to identify statistically significant state-level characteristics. The greatest losses occurred in states with a high percentage of Democrat voters in the 2020 Presidential Election and those with large populations. A 10% increase in the Democrat vote is associated with a 2.4% increase in retail sales loss. States with a high percentage of adults with less than a high school diploma were most resilient. The number of trips of less than one-mile per capita is defined as the mobility index as it has the greatest influence on retail sales, on average, across the US states. An increase of 10% in this mobility index is associated with a 4.6% increase in retail sales. All states were generally compliant and exhibited reduced mobility with increasing stringency. A rise of 1% in the stringency index is associated with a decline of 1% in the mobility index. States with a high percentage of Democrat voters, large populations, and located in the west tend to be most compliant. A 10% rise in the proportion of people voting Democrat is associated with a 5% increase in compliance.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源