IDEAS home Printed from https://ideas.repec.org/p/fip/fedcwq/92898.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://doi.org/10.26509/frbc-wp-202113
    File Function: Full Text
    Download Restriction: no

    File URL: https://libkey.io/10.26509/frbc-wp-202113?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Albuquerque, Bruno & Green, Georgina, 2023. "Financial concerns and the marginal propensity to consume in COVID times: Evidence from UK survey data," Journal of Macroeconomics, Elsevier, vol. 78(C).
    2. Bernard, René, 2023. "Mental accounting and the marginal propensity to consume," Discussion Papers 13/2023, Deutsche Bundesbank.
    3. Horvath, Akos & Kay, Benjamin & Wix, Carlo, 2023. "The COVID-19 shock and consumer credit: Evidence from credit card data," Journal of Banking & Finance, Elsevier, vol. 152(C).
    4. Masciandaro, Donato & Goodhart, Charles & Ugolini, Stefano, 2021. "Pandemic recession and helicopter money: Venice, 1629–1631," Financial History Review, Cambridge University Press, vol. 28(3), pages 300-318, December.
    5. Hackethal, Andreas & Weber, Annika, 2020. "Fiscal policies and household consumption during the COVID-19 pandemic: A review of early evidence," SAFE White Paper Series 76, Leibniz Institute for Financial Research SAFE.
    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. 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.
    8. Nygaard, Vegard M. & Sørensen, Bent E. & Wang, Fan, 2022. "Optimal allocations to heterogeneous agents with an application to stimulus checks," Journal of Economic Dynamics and Control, Elsevier, vol. 138(C).
    9. Jonathan A. Parker & Jake Schild & Laura Erhard & David S. Johnson, 2022. "Economic Impact Payments and Household Spending during the Pandemic," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 53(2 (Fall)), pages 81-156.
    10. Akos Horvath & Benjamin S. Kay & Carlo Wix, 2021. "The COVID-19 Shock and Consumer Credit: Evidence from Credit Card Data," Finance and Economics Discussion Series 2021-008, Board of Governors of the Federal Reserve System (U.S.).
    11. Junichi Kikuchi & Ryoya Nagao & Yoshiyuki Nakazono, 2021. "Fear of COVID-19 Contagion: The Idiosyncratic Effects of an Aggregate Pandemic Shock," ISER Discussion Paper 1144, Institute of Social and Economic Research, Osaka University.
    12. Michiru Kaneda & So Kubota & Satoshi Tanaka, 2021. "Who spent their COVID-19 stimulus payment? Evidence from personal finance software in Japan," The Japanese Economic Review, Springer, vol. 72(3), pages 409-437, July.
    13. Jonathan A. Parker & Jake Schild & Laura Erhard & David S. Johnson, 2021. "Household Spending Responses to the Economic Impact Payments of 2020: Evidence from the Consumer Expenditure Survey," Economic Working Papers 544, Bureau of Labor Statistics.
    14. Hoon Choi, 2022. "Effect of COVID‐19 stimulus payments on sales of local small businesses: Quasi‐experimental evidence from Korea," Pacific Economic Review, Wiley Blackwell, vol. 27(4), pages 340-360, October.
    15. Crawley, Edmund & Theloudis, Alexandros, 2024. "Income Shocks and their Transmission into Consumption," Discussion Paper 2024-012, Tilburg University, Center for Economic Research.
    16. Gizem Koşar & Davide Melcangi & Laura Pilossoph & David Wiczer, 2023. "Stimulus through Insurance: The Marginal Propensity to Repay Debt," Staff Reports 1065, Federal Reserve Bank of New York.
    17. Pongpitch Amatyakul & Panchanok Jumrustanasan & Pornchanok Tapkham, 2023. "What can 20 billion financial transactions tell us about the impacts of Covid-19 fiscal transfers?," BIS Working Papers 1130, Bank for International Settlements.
    18. Seungjun Baek & Seongeun Kim & Tae-hwan Rhee & Wonmun Shin, 2023. "How effective are universal payments for raising consumption? Evidence from a natural experiment," Empirical Economics, Springer, vol. 65(5), pages 2181-2211, November.
    19. Giovanni Immordino & Tullio Jappelli & Tommaso Oliviero & Alberto Zazzaro, 2022. "Fear of COVID‐19 contagion and consumption: Evidence from a survey of Italian households," Health Economics, John Wiley & Sons, Ltd., vol. 31(3), pages 496-507, March.
    20. Cortes, Matias & Forsythe, Eliza, 2020. "Impacts of the COVID-19 Pandemic and the CARES Act on Earnings and Inequality," IZA Discussion Papers 13643, Institute of Labor Economics (IZA).

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fip:fedcwq:92898. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: 4D Library (email available below). General contact details of provider: https://edirc.repec.org/data/frbclus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.