The impact of COVID‐19 on small business owners: Evidence from the first three months after widespread social‐distancing restrictions

AuthorRobert Fairlie
DOIhttp://doi.org/10.1111/jems.12400
Date01 October 2020
Published date01 October 2020
J Econ Manage Strat. 2020;29:727740. wileyonlinelibrary.com/journal/jems © 2020 Wiley Periodicals LLC
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727
Received: 2 June 2020
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Revised: 24 July 2020
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Accepted: 11 August 2020
DOI: 10.1111/jems.12400
ORIGINAL ARTICLE
The impact of COVID19 on small business owners:
Evidence from the first three months after widespread
socialdistancing restrictions
Robert Fairlie
Department of Economics, University of
California, Santa Cruz, California
Correspondence
Robert Fairlie, Department of Economics,
University of California, Santa Cruz, CA,
95064; Stanford University (Visiting
Scholar), and NBER.
Email: rfairlie@ucsc.edu
Abstract
Socialdistancing restrictions and healthand economicdriven demand shifts
from COVID19 are expected to shutter many small businesses and en-
trepreneurial ventures, but there is very little early evidence on impacts. This
paper provides the first analysis of impacts of the pandemic on the number of
active small businesses in the United States using nationally representative
data from the April 2020 Current Population Surveythe first month fully
capturing early effects. The number of active business owners in the United
States plummeted by 3.3 million or 22% over the crucial 2month window from
February to April 2020. The drop in active business owners was the largest on
record, and losses to business activity were felt across nearly all industries.
AfricanAmerican businesses were hit especially hard experiencing a 41% drop
in business activity. Latinx business owner activity fell by 32%, and Asian
business owner activity dropped by 26%. Simulations indicate that industry
compositions partly placed these groups at a higher risk of business activity
losses. Immigrant business owners experienced substantial losses in business
activity of 36%. Female business owners were also disproportionately affected
(25% drop in business activity). Continuing the analysis in May and June, the
number of active business owners remained lowdown by 15% and 8%, re-
spectively. The continued losses in May and June, and partial rebounds from
April were felt across all demographic groups and most industries. These
findings of earlystage losses to small business activity have important im-
plications for policy, income losses, and future economic inequality.
1|INTRODUCTION
The widespread closing of stores and businesses in the United States and around the world due to the coronavirus is
unprecedented. Stores, factories, and many other businesses have closed by policy mandate, downward demand shifts,
health concerns, or other factors. Many of these closures may be permanent because of the inability of owners to pay
ongoing expenses and survive the shutdown. The impact on small businesses around the world is likely to be severe.
The early effects of COVID19 on small business and entrepreneurs are not well known because of the lack of timely
businesslevel data released by the government. This paper addresses this limitation by creating estimates of the
number of business owners from monthly Current Population Survey (CPS) microdata files. Using these timely data,

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