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Uncovering Retail Trading in Bitcoin: The Impact of COVID-19 Stimulus Checks

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  • Anantha Divakaruni
  • Peter Zimmerman
Abstract
In April 2020, the US government sent economic impact payments (EIPs) directly to households, as part of its measures to address the COVID-19 pandemic. We characterize these stimulus checks as a wealth shock for households and examine their effect on retail trading in Bitcoin. We find a significant increase in Bitcoin buy trades for the modal EIP amount of $1,200. The rise in Bitcoin trading is highest among individuals without families and at exchanges catering to nonprofessional investors. We estimate that the EIP program has a significant but modest effect on the US dollar–Bitcoin trading pair, increasing trade volume by about 3.8 percent. Trades associated with the EIPs result in a slight rise in the price of Bitcoin of 7 basis points. Nonetheless, the increase in trading is small compared to the size of the stimulus check program, representing only 0.02 percent of all EIP dollars. We repeat our analysis for other countries with similar stimulus programs and find an increase in Bitcoin buy trades in these currencies. Our findings highlight how wealth shocks affect retail trading.

Suggested Citation

  • Anantha Divakaruni & Peter Zimmerman, 2021. "Uncovering Retail Trading in Bitcoin: The Impact of COVID-19 Stimulus Checks," Working Papers 21-13, Federal Reserve Bank of Cleveland.
    • Handle: RePEc:fip:fedcwq:92898
    DOI: 10.26509/frbc-wp-202113
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    1. Auer, Raphael & Tercero-Lucas, David, 2022. "Distrust or speculation? The socioeconomic drivers of U.S. cryptocurrency investments," Journal of Financial Stability, Elsevier, vol. 62(C).
    2. Khaw, Mel Win & Stevens, Luminita & Woodford, Michael, 2017. "Discrete adjustment to a changing environment: Experimental evidence," Journal of Monetary Economics, Elsevier, vol. 91(C), pages 88-103.
    3. Olivier Coibion & Dimitris Georgarakos & Yuriy Gorodnichenko & Geoff Kenny & Michael Weber, 2024. "The Effect of Macroeconomic Uncertainty on Household Spending," American Economic Review, American Economic Association, vol. 114(3), pages 645-677, March.
    4. John M. Griffin & Amin Shams, 2020. "Is Bitcoin Really Untethered?," Journal of Finance, American Finance Association, vol. 75(4), pages 1913-1964, August.
    5. Naomi Feldman & Ori Heffetz, 2022. "A Grant to Every Citizen: Survey Evidence of the Impact of a Direct Government Payment in Israel," National Tax Journal, University of Chicago Press, vol. 75(2), pages 229-263.
    6. Ezra Karger & Aastha Rajan, 2020. "Heterogeneity in the Marginal Propensity to Consume: Evidence from Covid-19 Stimulus Payments," Working Paper Series WP-2020-15, Federal Reserve Bank of Chicago, revised 21 Feb 2021.
    7. Andreas Fuster & Greg Kaplan & Basit Zafar, 2021. "What Would You Do with $500? Spending Responses to Gains, Losses, News, and Loans [The Spending and Debt Response to Minimum Wage Hikes]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(4), pages 1760-1795.
    8. Braun, Ottmar L. & Wicklund, Robert A., 1989. "Psychological antecedents of conspicuous consumption," Journal of Economic Psychology, Elsevier, vol. 10(2), pages 161-187, June.
    9. Binder, Carola C., 2017. "Measuring uncertainty based on rounding: New method and application to inflation expectations," Journal of Monetary Economics, Elsevier, vol. 90(C), pages 1-12.
    10. Olivier Coibion & Yuriy Gorodnichenko & Michael Weber, 2020. "How Did U.S. Consumers Use Their Stimulus Payments?," Working Papers 2020-109, Becker Friedman Institute for Research In Economics.
    11. Alok Kumar, 2009. "Who Gambles in the Stock Market?," Journal of Finance, American Finance Association, vol. 64(4), pages 1889-1933, August.
    12. Natalie Cox & Peter Ganong & Pascal Noel & Joseph Vavra & Arlene Wong & Diana Farrell & Fiona Greig & Erica Deadman, 2020. "Initial Impacts of the Pandemic on Consumer Behavior: Evidence from Linked Income, Spending, and Savings Data," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 35-82.
    13. Bagwell, Laurie Simon & Bernheim, B Douglas, 1996. "Veblen Effects in a Theory of Conspicuous Consumption," American Economic Review, American Economic Association, vol. 86(3), pages 349-373, June.
    14. Thomas Crossley & Paul Fisher & Peter Levell & Hamish Low, 2020. "MPCs through COVID: spending, saving and private transfers," IFS Working Papers W20/35, Institute for Fiscal Studies.
    15. Elena Falcettoni & Vegard Nygaard, 2021. "Acts of Congress and COVID-19: A Literature Review on the Impact of Increased Unemployment Insurance Benefits and Stimulus Checks," FEDS Notes 2021-02-24-2, Board of Governors of the Federal Reserve System (U.S.).
    16. Irina A. Telyukova, 2013. "Household Need for Liquidity and the Credit Card Debt Puzzle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 1148-1177.
    17. Scott R. Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis, 2023. "Income, Liquidity, and the Consumption Response to the 2020 Economic Stimulus Payments," Review of Finance, European Finance Association, vol. 27(6), pages 2271-2304.
    18. Tversky, Amos & Thaler, Richard H, 1990. "Anomalies: Preference Reversals," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 201-211, Spring.
    19. Ganong, Peter & Noel, Pascal & Vavra, Joseph, 2020. "US unemployment insurance replacement rates during the pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    20. Christopher Henry & Kim Huynh & Gradon Nicholls & Mitchell Nicholson, 2019. "2018 Bitcoin Omnibus Survey: Awareness and Usage," Discussion Papers 2019-10, Bank of Canada.
    21. Benjamin R. Mandel, 2009. "Art as an Investment and Conspicuous Consumption Good," American Economic Review, American Economic Association, vol. 99(4), pages 1653-1663, September.
    22. Olivier Armantier & Leo Goldman & Gizem Koşar & Jessica Lu & Rachel Pomerantz & Wilbert Van der Klaauw, 2020. "How Have Households Used Their Stimulus Payments and How Would They Spend the Next?," Liberty Street Economics 20201013b, Federal Reserve Bank of New York.
    23. Igor Goncharov & Vasso Ioannidou & Martin C. Schmalz, 2020. "(Why) do central banks care about their profits?," ECONtribute Discussion Papers Series 018, University of Bonn and University of Cologne, Germany.
    24. Kubota, So & Onishi, Koichiro & Toyama, Yuta, 2021. "Consumption responses to COVID-19 payments: Evidence from a natural experiment and bank account data," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1-17.
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    Cited by:

    1. Karmakar, Sayar & Demirer, Riza & Gupta, Rangan, 2021. "Bitcoin mining activity and volatility dynamics in the power market," Economics Letters, Elsevier, vol. 209(C).
    2. Robin Greenwood & Toomas Laarits & Jeffrey Wurgler, 2022. "Stock Market Stimulus," NBER Working Papers 29827, National Bureau of Economic Research, Inc.
    3. Maouchi, Youcef & Charfeddine, Lanouar & El Montasser, Ghassen, 2022. "Understanding digital bubbles amidst the COVID-19 pandemic: Evidence from DeFi and NFTs," Finance Research Letters, Elsevier, vol. 47(PA).

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    More about this item

    Keywords

    Bitcoin; COVID-19; economic impact payments; stimulus checks;
    All these keywords.

    JEL classification:

    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets
    • H31 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Household

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