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Revenue Collapses and the Consumption of Small Business Owners in the Early Stages of the COVID-19 Pandemic

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  • Olivia S. Kim
  • Jonathan A. Parker
  • Antoinette Schoar

Abstract

Using detailed transaction-level data from financial accounts, this paper shows that the revenues of small businesses and the consumption spending of their owners both decline by roughly 40% following the declaration of the national emergency in March 2020. However, through May 2020, the vast majority of this average decline in revenues is due to national factors rather than to variation in local infection rates or policies. Further, there is only a modest propensity for business owners to cut consumption in response to their individual business losses: Comparing owners in the same county but whose businesses operate in industries differentially impacted by local infections and state-level policies, we show that each dollar of revenue loss leads to a 1.6 cent decline in the consumption of the owner at this early stage of the pandemic. This limited passthrough appears to be explained by three factors: (1) the liquidity of households and businesses entering the crisis – consumption is twice as responsive for small business owners who operate with low liquidity; (2) emergency Federal programs – median account balances in both business and checking accounts decline in March but rebound in April and May when the transfer programs begin; (3) pandemic induced declines in the ability to spend on consumption – spending on travel, restaurants or personal services dropped dramatically.

Suggested Citation

  • Olivia S. Kim & Jonathan A. Parker & Antoinette Schoar, 2020. "Revenue Collapses and the Consumption of Small Business Owners in the Early Stages of the COVID-19 Pandemic," NBER Working Papers 28151, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:28151
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    Cited by:

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    2. Sabrina T. Howell & Theresa Kuchler & David Snitkof & Johannes Stroebel & Jun Wong, 2021. "Lender Automation and Racial Disparities in Credit Access," NBER Working Papers 29364, National Bureau of Economic Research, Inc.
    3. Wang, Wei & Miao, Wei & Liu, Yongdong & Deng, Yiting & Cao, Yunfei, 2022. "The impact of COVID-19 on the ride-sharing industry and its recovery: Causal evidence from China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 128-141.
    4. Robert Fairlie & Frank M. Fossen & Reid Johnsen & Gentian Droboniku, 2023. "Were small businesses more likely to permanently close in the pandemic?," Small Business Economics, Springer, vol. 60(4), pages 1613-1629, April.
    5. Fuschia M. Sirois, 2023. "Procrastination and Stress: A Conceptual Review of Why Context Matters," IJERPH, MDPI, vol. 20(6), pages 1-15, March.
    6. Fairlie, Robert W., 2023. "The Impacts of COVID-19 on Racial Inequality in Business Earnings," IZA Discussion Papers 16412, Institute of Labor Economics (IZA).
    7. Robert Fairlie & Frank M. Fossen, 2022. "The early impacts of the COVID-19 pandemic on business sales," Small Business Economics, Springer, vol. 58(4), pages 1853-1864, April.
    8. Barrot, Jean-Noël & Bonelli, Maxime & Grassi, Basile & Sauvagnat, Julien, 2024. "Causal effects of closing businesses in a pandemic," Journal of Financial Economics, Elsevier, vol. 154(C).
    9. Sabrina T. Howell & Theresa Kuchler & David Snitkof & Johannes Stroebel & Jun Wong, 2021. "Racial Disparities in Access to Small Business Credit: Evidence from the Paycheck Protection Program," CESifo Working Paper Series 9345, CESifo.
    10. Daiji Kawaguchi & Sagiri Kitao & Manabu Nose, 2022. "The impact of COVID-19 on Japanese firms: mobility and resilience via remote work," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(6), pages 1419-1449, December.
    11. Jin Fan & Hongshu Wang & Xiaolan Zhang, 2022. "A General Equilibrium Analysis of Achieving the Goal of Stable Growth by China’s Market Expectations in the Context of the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(22), pages 1-22, November.
    12. Robert W. Fairlie & Frank M. Fossen, 2021. "Sales Losses in the First Quarter of the COVID-19 Pandemic: Evidence from California Administrative Data," NBER Working Papers 28414, National Bureau of Economic Research, Inc.
    13. Jun Sung Kim & Taehoon Kim, 2022. "Geographic spread of COVID‐19 and local economies: Heterogeneous effects by establishment size and industry," Journal of Regional Science, Wiley Blackwell, vol. 62(3), pages 696-731, June.
    14. Robert Fairlie & Robert W. Fairlie, 2023. "The Impacts of Covid-19 on Racial Inequality in Business Earnings," CESifo Working Paper Series 10634, CESifo.
    15. Chen, Zhuo & Li, Pengfei & Liao, Li & Liu, Lu & Wang, Zhengwei, 2024. "Assessing and addressing the coronavirus-induced economic crisis: Evidence from 1.5 billion sales invoices," China Economic Review, Elsevier, vol. 85(C).
    16. Robert W. Fairlie, 2022. "The Impacts of COVID-19 on Racial Inequality in Business Earnings," NBER Working Papers 30532, National Bureau of Economic Research, Inc.
    17. Cong, Lin William & Yang, Xiaohan & Zhang, Xiaobo, 2021. "SMEs Amidst the Pandemic and Reopening: Digital Edge and Transformation," Applied Economics and Policy Working Paper Series 317045, Cornell University, Department of Applied Economics and Management.
    18. Lucas Rosso & Rodrigo Wagner, 2024. "How much does mobility matter for value-added tax revenue? Cross-country evidence around COVID-19," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(3), pages 841-855, June.
    19. Mark Partridge & Seung‐hun Chung & Sydney Schreiner Wertz, 2022. "Lessons from the 2020 Covid recession for understanding regional resilience," Journal of Regional Science, Wiley Blackwell, vol. 62(4), pages 1006-1031, September.
    20. Michael D. Noel, 2022. "Competitive survival in a devastated industry: Evidence from hotels during COVID‐19," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 3-24, February.

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    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D15 - Microeconomics - - Household Behavior - - - Intertemporal Household Choice; Life Cycle Models and Saving
    • D25 - Microeconomics - - Production and Organizations - - - Intertemporal Firm Choice: Investment, Capacity, and Financing
    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • E63 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Comparative or Joint Analysis of Fiscal and Monetary Policy; Stabilization; Treasury Policy
    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G5 - Financial Economics - - Household Finance

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