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Assessing the Heterogeneous Impact of COVID-19 on Consumption Using Bank Transactions

Author

Listed:
  • Selien De Schryder
  • Nikolaos Koutounidis
  • Koen Schoors
  • Johannes Weytjens

Abstract

The transmission of the pandemic shock to the macroeconomy through the prism of consumer heterogeneity is the focal point of this paper. Based on a rich bank account and transactions micro dataset, we assess the roles of local COVID-19 severity, government measures against the spread of the virus, and vaccination rates for households’ consumption behavior in Belgium. We induce that households living in areas that experienced high COVID-19 positivity rates and more stringent containment measures, decreased their consumption more. The relevance of these effects, however, shifted over the course of the pandemic. Higher local vaccination rates significantly counteracted these negative impacts on household consumption. Furthermore, our study highlights that the impact of these factors on consumption varied distinctly across households with different income, liquid wealth, and age characteristics.

Suggested Citation

  • Selien De Schryder & Nikolaos Koutounidis & Koen Schoors & Johannes Weytjens, 2024. "Assessing the Heterogeneous Impact of COVID-19 on Consumption Using Bank Transactions," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 24/1090, Ghent University, Faculty of Economics and Business Administration.
  • Handle: RePEc:rug:rugwps:24/1090
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    File URL: http://wps-feb.ugent.be/Papers/wp_24_1090.pdf
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    References listed on IDEAS

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    1. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    2. Adam Sheridan & Asger Lau Andersen & Emil Toft Hansen & Niels Johannesen, 2020. "Social distancing laws cause only small losses of economic activity during the COVID-19 pandemic in Scandinavia," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(34), pages 20468-20473, August.
    3. Raj Chetty & John N Friedman & Michael Stepner & Opportunity Insights Team & Camille Baker & Harvey Barnhard & Matt Bell & Gregory Bruich & Tina Chelidze & Lucas Chu & Westley Cineus & Sebi Devlin-Fol, 2024. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 829-889.
    4. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    5. Scott Ross Baker & Contantine Yannelis, 2017. "Income Changes and Consumption: Evidence from the 2013 Federal Government Shutdown," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 23, pages 99-124, January.
    6. James Sears & J. Miguel Villas-Boas & Sofia Berto Villas-Boas & Vasco Villas-Boas, 2023. "Are We #Stayinghome to Flatten the Curve?," American Journal of Health Economics, University of Chicago Press, vol. 9(1), pages 71-95.
    7. Scott R. Baker, 2018. "Debt and the Response to Household Income Shocks: Validation and Application of Linked Financial Account Data," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1504-1557.
    8. Arna Olafsson & Michaela Pagel, 2018. "The Liquid Hand-to-Mouth: Evidence from Personal Finance Management Software," The Review of Financial Studies, Society for Financial Studies, vol. 31(11), pages 4398-4446.
    9. Jonas E. Arias & Jesús Fernández- Villaverde & Juan F. Rubio-Ramírez & Minchul Shin, 2023. "The Causal Effects of Lockdown Policies on Health and Macroeconomic Outcomes," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(3), pages 287-319, July.
    10. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    11. Niels-Jakob H. Hansen & Rui C. Mano, 2023. "COVID-19 Vaccines: A Shot in the Arm for the Economy," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(1), pages 148-169, March.
    12. José García-Montalvo & Marta Reynal-Querol, 2020. "Distributional Effects of COVID-19 on Spending: A First Look at the Evidence from Spain," Working Papers 1201, Barcelona School of Economics.
    13. José Garcia Montalvo & Marta Reynal-Querol, 2020. "Distributional effects of COVID-19 on spending: A first look at the evidence from Spain," Economics Working Papers 1740, Department of Economics and Business, Universitat Pompeu Fabra.
    14. Kris Boudt & Koen Schoors & Milan van den Heuvel & Johannes Weytjens, 2022. "The consumption response to labour income changes," Working Paper Research 415, National Bank of Belgium.
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    More about this item

    Keywords

    COVID-19; pandemic; lockdown; consumption; income; transactions data; heterogeneity;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth

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