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新冠疫情期间大城市和小企业的数字经济活动与恢复力

Digital economic activity and resilience for metros and small businesses during Covid-19.

作者信息

Mossberger Karen, Martini Nicholas F, McCullough Meredith, Tolbert Caroline J

机构信息

Arizona State University, Phoenix, USA.

University of Iowa, Iowa City, USA.

出版信息

Small Bus Econ (Dordr). 2023;60(4):1699-1717. doi: 10.1007/s11187-022-00674-x. Epub 2022 Aug 30.

Abstract

UNLABELLED

The Covid-19 pandemic had an unequal impact across businesses and communities and rapidly accelerated digital trends in the economy. What role, then, did website use play in community resilience and small business outcomes? This article examines a new source of population data on domain name hosts to provide a unique measure of digital economic activity within communities. Seventy-five percent are commercial, including online-only, brick-and-mortar, small, and microbusinesses. With geolocated data on 20 million US domain name hosts, we investigate how their density (per 100 people) affected economic outcomes in the nation's largest metros during the pandemic. Using monthly time series data for the 50 largest metropolitan areas, the domain host data is merged with the US Census Small Business Pulse Surveys and Chetty et al.'s Opportunity Insights data. Results indicate metros with higher concentrations of businesses with an online presence experienced more positive economic perceptions and outcomes from April to December 2020. This high-frequency, granular data on digital economic activity suggests that digitally enabled small and microbusinesses played an important role in local economic resilience and demonstrates how commercial data can be used to generate new insights in a fast-changing environment.

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1007/s11187-022-00674-x.

摘要

未标注

新冠疫情对各企业和社区的影响并不均衡,并迅速加速了经济领域的数字化趋势。那么,网站使用在社区复原力和小企业经营成果中发挥了什么作用呢?本文研究了一种关于域名主机的新人口数据来源,以提供一种衡量社区内数字经济活动的独特方式。其中75%是商业性质的,包括纯在线企业、实体企业、小企业和微型企业。利用2000万个美国域名主机的地理位置数据,我们调查了它们的密度(每100人)在疫情期间对美国最大都市圈经济成果的影响。使用50个最大都市圈的月度时间序列数据,将域名主机数据与美国人口普查小企业脉搏调查以及切蒂等人的机会洞察数据进行合并。结果表明,在2020年4月至12月期间,拥有更多在线业务企业的都市圈经济认知和成果更为积极。这种关于数字经济活动的高频、详细数据表明,数字化的小微企业在当地经济复原力中发挥了重要作用,并展示了如何利用商业数据在快速变化的环境中产生新的见解。

补充信息

在线版本包含可在10.1007/s11187-022-00674-x获取的补充材料。

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本文引用的文献

1
THE ECONOMIC IMPACTS OF COVID-19: EVIDENCE FROM A NEW PUBLIC DATABASE BUILT USING PRIVATE SECTOR DATA.
Q J Econ. 2024 May;139(2):829-889. doi: 10.1093/qje/qjad048. Epub 2023 Oct 4.
2
Economic effects of the COVID-19 pandemic on entrepreneurship and small businesses.
Small Bus Econ (Dordr). 2022;58(2):593-609. doi: 10.1007/s11187-021-00544-y. Epub 2021 Sep 12.
3
IT shields: Technology adoption and economic resilience during the COVID-19 pandemic.
Labour Econ. 2023 Apr;81:102330. doi: 10.1016/j.labeco.2023.102330. Epub 2023 Jan 10.
5
Paradigm shifts caused by the COVID-19 pandemic.
Organ Dyn. 2021 Oct-Nov;50(4):100804. doi: 10.1016/j.orgdyn.2020.100804. Epub 2020 Nov 7.
6
The impact of COVID-19 on small business owners: Evidence from the first three months after widespread social-distancing restrictions.
J Econ Manag Strategy. 2020 Winter;29(4):727-740. doi: 10.1111/jems.12400. Epub 2020 Aug 27.
7
The impact of COVID-19 on small business outcomes and expectations.
Proc Natl Acad Sci U S A. 2020 Jul 28;117(30):17656-17666. doi: 10.1073/pnas.2006991117. Epub 2020 Jul 10.
8
Community resilience as a metaphor, theory, set of capacities, and strategy for disaster readiness.
Am J Community Psychol. 2008 Mar;41(1-2):127-50. doi: 10.1007/s10464-007-9156-6.

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