IDEAS home Printed from https://ideas.repec.org/p/bis/biswps/951.html
   My bibliography  Save this paper

Distrust or speculation? the socioeconomic drivers of U.S. cryptocurrency investments

Author

Listed:
  • Raphael Auer
  • David Tercero-Lucas

Abstract

Employing representative data from the U.S. Survey of Consumer Payment Choice, we disprove the hypothesis that cryptocurrency investors are motivatedby distrust in fiat currencies or regulated finance. Compared with the general population, investors show no differences in their level of security concerns with either cash or commercial banking services. We find that cryptocurrency investors tend to be educated, young and digital natives. In recent years, a gap in ownership of cryptocurrencies across genders has emerged. We examine how investor characteristics vary across cryptocurrencies and show that owners of cryptocurrencies increasingly tend to hold their investment for longer periods.

Suggested Citation

  • Raphael Auer & David Tercero-Lucas, 2021. "Distrust or speculation? the socioeconomic drivers of U.S. cryptocurrency investments," BIS Working Papers 951, Bank for International Settlements.
  • Handle: RePEc:bis:biswps:951
    as

    Download full text from publisher

    File URL: https://www.bis.org/publ/work951.pdf
    File Function: Full PDF document
    Download Restriction: no

    File URL: https://www.bis.org/publ/work951.htm
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Claire Greene & Scott Schuh & Joanna Stavins, 2017. "The 2015 Survey of Consumer Payment Choice: summary results," Research Data Report 17-3, Federal Reserve Bank of Boston.
    2. Raphael Auer, 2019. "Beyond the Doomsday Economics of “Proof-of-Work” in Cryptocurrencies," Globalization Institute Working Papers 355, Federal Reserve Bank of Dallas.
    3. Shen, Dehua & Urquhart, Andrew & Wang, Pengfei, 2019. "Does twitter predict Bitcoin?," Economics Letters, Elsevier, vol. 174(C), pages 118-122.
    4. Raphael Auer, 2019. "Embedded supervision: how to build regulation into blockchain finance," BIS Working Papers 811, Bank for International Settlements.
    5. Rawley Z. Heimer & Kristian Ove R. Myrseth & Raphael S. Schoenle, 2019. "YOLO: Mortality Beliefs and Household Finance Puzzles," Journal of Finance, American Finance Association, vol. 74(6), pages 2957-2996, December.
    6. King, Gary & Zeng, Langche, 2001. "Logistic Regression in Rare Events Data," Political Analysis, Cambridge University Press, vol. 9(2), pages 137-163, January.
    7. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2003. "People's opium? Religion and economic attitudes," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 225-282, January.
    8. Jonathan Chiu & Thorsten V. Koeppl, 2017. "The Economics Of Cryptocurrencies - Bitcoin And Beyond," Working Paper 1389, Economics Department, Queen's University.
    9. Lex Borghans & Bart H. H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity Aversion," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 649-658, 04-05.
    10. Helmut Stix, 2021. "Ownership and purchase intention of crypto-assets: survey results," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(1), pages 65-99, February.
    11. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    12. Eric Budish, 2018. "The Economic Limits of Bitcoin and the Blockchain," NBER Working Papers 24717, National Bureau of Economic Research, Inc.
    13. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Trusting the Stock Market," Journal of Finance, American Finance Association, vol. 63(6), pages 2557-2600, December.
    14. Sean Hundtofte & Michael Junho Lee & Antoine Martin & Reed Orchinik, 2019. "Deciphering Americans’ Views on Cryptocurrencies," Liberty Street Economics 20190325, Federal Reserve Bank of New York.
    15. Anastasia Melachrinos & Christian Pfister, 2020. "Stablecoins: A Brave New World?," Working papers 757, Banque de France.
    16. Sandra E Black & Paul J Devereux & Petter Lundborg & Kaveh Majlesi, 2018. "Learning to Take Risks? The Effect of Education on Risk-Taking in Financial Markets," Review of Finance, European Finance Association, vol. 22(3), pages 951-975.
    17. Henry, Christopher S. & Huynh, Kim P. & Nicholls, Gradon, 2018. "Bitcoin awareness and usage in Canada," Journal of Digital Banking, Henry Stewart Publications, vol. 2(4), pages 311-337, May.
    18. Bannier, Christina & Meyll, Tobias & Röder, Florian & Walter, Andreas, 2019. "The gender gap in ‘Bitcoin literacy’," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 129-134.
    19. Raphael Auer & Stijn Claessens, 2020. "Cryptocurrency Market Reactions to Regulatory News," Globalization Institute Working Papers 381, Federal Reserve Bank of Dallas.
    20. Raphael A. Auer & Giulio Cornelli & Jon Frost, 2020. "Rise of the Central Bank Digital Currencies: Drivers, Approaches and Technologies," CESifo Working Paper Series 8655, CESifo.
    21. Kathleen Arano & Carl Parker & Rory Terry, 2010. "Gender‐Based Risk Aversion And Retirement Asset Allocation," Economic Inquiry, Western Economic Association International, vol. 48(1), pages 147-155, January.
    22. Alex Preda, 2007. "The Sociological Approach To Financial Markets," Journal of Economic Surveys, Wiley Blackwell, vol. 21(3), pages 506-533, July.
    23. Lael Brainard, 2018. "Cryptocurrencies, Digital Currencies, and Distributed Ledger Technologies: What Are We Learning? : a speech at the Decoding Digital Currency Conference, Sponsored by the Federal Reserve Bank of San Fr," Speech 1001, Board of Governors of the Federal Reserve System (U.S.).
    24. Chen, S. & Doerr, S. & Frost, J. & Gambacorta, L. & Shin, H.S., 2023. "The fintech gender gap," Journal of Financial Intermediation, Elsevier, vol. 54(C).
    25. Lex Borghans & Bart H.H. Golsteyn & James J. Heckman & Huub Meijers, 2009. "Gender Differences in Risk Aversion and Ambiguity," Working Papers 200903, Geary Institute, University College Dublin.
    26. J. Francois Outreville, 2014. "Risk Aversion, Risk Behavior, and Demand for Insurance: A Survey," Journal of Insurance Issues, Western Risk and Insurance Association, vol. 37(2), pages 158-186.
    27. Jianakoplos, Nancy Ammon & Bernasek, Alexandra, 1998. "Are Women More Risk Averse?," Economic Inquiry, Western Economic Association International, vol. 36(4), pages 620-630, October.
    28. Dimitris Georgarakos & Giacomo Pasini, 2011. "Trust, Sociability, and Stock Market Participation," Review of Finance, European Finance Association, vol. 15(4), pages 693-725.
    29. Douglas Arner & Raphael Auer & Jon Frost, 2020. "Stablecoins: risks, potential and regulation," Revista de Estabilidad Financiera, Banco de España, issue Autumn.
    30. Douglas Arner & Raphael Auer & Jon Frost, 2020. "Stablecoins: potential, risks and regulation," BIS Working Papers 905, Bank for International Settlements.
    31. Fujiki, Hiroshi, 2020. "Who adopts crypto assets in Japan? Evidence from the 2019 financial literacy survey," Journal of the Japanese and International Economies, Elsevier, vol. 58(C).
    32. Budish, Eric B., 2018. "The Economic Limits of Bitcoin and the Blockchain," Working Papers 279, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    33. Jon Frost & Hyun Song Shin & Peter Wierts, 2020. "An early stablecoin? The Bank of Amsterdam and the governance of money," Working Papers 696, DNB.
    34. Sean Foley & Jonathan R Karlsen & Tālis J Putniņš, 2019. "Sex, Drugs, and Bitcoin: How Much Illegal Activity Is Financed through Cryptocurrencies?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1798-1853.
    35. Kevin Foster & Erik Meijer & Scott Schuh & Mike Zabek, 2011. "The 2009 survey of consumer payment choice," Public Policy Discussion Paper 11-1, Federal Reserve Bank of Boston.
    36. Raphael Auer & Rainer Boehme, 2020. "The technology of retail central bank digital currency," BIS Quarterly Review, Bank for International Settlements, March.
    37. Christopher Henry & Kim Huynh & Gradon Nicholls, 2018. "Bitcoin Awareness and Usage in Canada: An Update," Staff Analytical Notes 2018-23, Bank of Canada.
    38. Bouri, Elie & Molnár, Peter & Azzi, Georges & Roubaud, David & Hagfors, Lars Ivar, 2017. "On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?," Finance Research Letters, Elsevier, vol. 20(C), pages 192-198.
    39. Qing Guo & Siyu Chen & Xiangquan Zeng, 2021. "Does Fintech Narrow the Gender Wage Gap? Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(4), pages 142-166, July.
    40. Claire Greene & Scott Schuh, 2017. "The 2016 Diary of Consumer Payment Choice," Research Data Report 17-7, Federal Reserve Bank of Boston.
    41. Marguerite DeLiema & Martha Deevy & Annamaria Lusardi & Olivia S Mitchell & Deborah Carr, 2020. "Financial Fraud Among Older Americans: Evidence and Implications," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 75(4), pages 861-868.
    42. Jacob D. Leshno & Philipp Strack, 2020. "Bitcoin: An Axiomatic Approach and an Impossibility Theorem," American Economic Review: Insights, American Economic Association, vol. 2(3), pages 269-286, September.
    43. Claudio Borio, 2019. "On money, debt, trust and central banking," BIS Working Papers 763, Bank for International Settlements.
    44. Corbet, Shaen & Meegan, Andrew & Larkin, Charles & Lucey, Brian & Yarovaya, Larisa, 2018. "Exploring the dynamic relationships between cryptocurrencies and other financial assets," Economics Letters, Elsevier, vol. 165(C), pages 28-34.
    45. Adnan Balloch & Anamaria Nicolae & Dennis Philip, 2015. "Stock Market Literacy, Trust, and Participation," Review of Finance, European Finance Association, vol. 19(5), pages 1925-1963.
    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. Fernández Francisco Javier Jorcano & Fernández Miguel Ángel Echarte & Alonso Sergio Luis Náñez, 2024. "The asset-backing risk of stablecoin trading: The case of Tether," Economics and Business Review, Sciendo, vol. 10(1), pages 57-80, April.
    2. Raphael Auer & Giulio Cornelli & Sebastian Doerr & Jon Frost & Leonardo Gambacorta, 2022. "Crypto trading and Bitcoin prices: evidence from a new database of retail adoption," BIS Working Papers 1049, Bank for International Settlements.
    3. Raphael A. Auer, 2022. "Embedded Supervision: How to Build Regulation into Decentralised Finance," CESifo Working Paper Series 9771, CESifo.
    4. Feyen,Erik H.B. & Kawashima,Yusaku & Mittal,Raunak, 2022. "Crypto-Assets Activity around the World : Evolution and Macro-Financial Drivers," Policy Research Working Paper Series 9962, The World Bank.
    5. Colombo, Jéfferson Augusto & Yarovaya, Larisa, 2024. "Are crypto and non-crypto investors alike? Evidence from a comprehensive survey in Brazil," Technology in Society, Elsevier, vol. 76(C).
    6. Kreppmeier, Julia & Laschinger, Ralf & Steininger, Bertram & Dorfleitner, Gregor, 2023. "Real Estate Security Token Offerings and the Secondary Market: Driven by Crypto Hype or Fundamentals?," Working Paper Series 23/6, Royal Institute of Technology, Department of Real Estate and Construction Management & Banking and Finance.
    7. Anantha Divakaruni & Peter Zimmerman, 2024. "Uncovering Retail Trading in Bitcoin: The Impact of COVID-19 Stimulus Checks," Management Science, INFORMS, vol. 70(4), pages 2066-2085, April.
    8. Goel, Rajeev K. & Mazhar, Ummad, 2024. "Cryptocurrency use and tax collections: Direct and indirect channels of influence," Journal of Financial Stability, Elsevier, vol. 72(C).
    9. Chiara Oldani & Giovanni S. F. Bruno & Marcello Signorelli, 2024. "Economic policy uncertainty and cryptocurrencies," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 14(3), pages 709-728, September.
    10. Griffith, Todd & Clancey-Shang, Danjue, 2023. "Cryptocurrency regulation and market quality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    11. Di Casola, Paola & Habib, Maurizio Michael & Tercero-Lucas, David, 2023. "Global and local drivers of Bitcoin trading vis-à-vis fiat currencies," Working Paper Series 2868, European Central Bank.
    12. Nils Brouwer & Jakob de Haan, 2024. "What Drives Households’ Knowledge about Cryptocurrencies?," Working Papers 799, DNB.
    13. Álvaro Hernández Sánchez & Beatriz María Sastre-Hernández & Javier Jorge-Vazquez & Sergio Luis Náñez Alonso, 2024. "Cryptocurrencies, Tax Ignorance and Tax Noncompliance in Direct Taxation: Spanish Empirical Evidence," Economies, MDPI, vol. 12(3), pages 1-25, March.
    14. Levkov Nikola & Bogoevska-Gavrilova Irena & Trajkovska Milica, 2022. "Profile and Financial Behaviour of Crypto Adopters – Evidence from Macedonian Population Survey," South East European Journal of Economics and Business, Sciendo, vol. 17(2), pages 172-185, December.
    15. Ante, Lennart & Wazinski, Friedrich-Philipp & Saggu, Aman, 2023. "Digital real estate in the metaverse: An empirical analysis of retail investor motivations," Finance Research Letters, Elsevier, vol. 58(PA).
    16. Kreppmeier, Julia & Laschinger, Ralf & Steininger, Bertram I. & Dorfleitner, Gregor, 2023. "Real estate security token offerings and the secondary market: Driven by crypto hype or fundamentals?," Journal of Banking & Finance, Elsevier, vol. 154(C).
    17. Sergio Luis Náñez Alonso & Javier Jorge-Vázquez & Miguel Ángel Echarte Fernández & Ricardo Francisco Reier Forradellas, 2021. "Cryptocurrency Mining from an Economic and Environmental Perspective. Analysis of the Most and Least Sustainable Countries," Energies, MDPI, vol. 14(14), pages 1-22, July.
    18. Marinela BÃRBULESCU & Alina HAGIU, 2022. "The Connotations Of The Crisis On The Cryptoassets Market," Scientific Bulletin - Economic Sciences, University of Pitesti, vol. 21(3), pages 123-136.
    19. Shimeng Shi, 2022. "Bitcoin futures risk premia," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 42(12), pages 2190-2217, December.
    20. Sergio Luis Náñez Alonso & Javier Jorge-Vázquez & Miguel Ángel Echarte Fernández & David Sanz-Bas, 2024. "Bitcoin’s bubbly behaviors: does it resemble other financial bubbles of the past?," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    21. Alaminos, David & Guillén-Pujadas, Miguel & Vizuete-Luciano, Emili & Merigó, José María, 2024. "What is going on with studies on financial speculation? Evidence from a bibliometric analysis," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 429-445.
    22. Weber, Michael & Candia, Bernardo & Coibion, Olivier & Gorodnichenko, Yuriy, 2023. "Do You Even Crypto, Bro? Cryptocurrencies in Household Finance," IZA Discussion Papers 16335, Institute of Labor Economics (IZA).
    23. Alnasaa, Marwa & Gueorguiev, Nikolay & Honda, Jiro & Imamoglu, Eslem & Mauro, Paolo & Primus, Keyra & Rozhkov, Dmitriy, 2022. "Crypto-assets, corruption, and capital controls: Cross-country correlations," Economics Letters, Elsevier, vol. 215(C).
    24. Amin Izadyar & Shiva Zamani, 2022. "Investor base and idiosyncratic volatility of cryptocurrencies," Papers 2211.13274, arXiv.org.

    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. Raphael Auer & Marc Farag & Ulf Lewrick & Lovrenc Orazem & Markus Zoss, 2022. "Banking in the shadow of Bitcoin? The institutional adoption of cryptocurrencies," BIS Working Papers 1013, Bank for International Settlements.
    2. Raphael A. Auer & Cyril Monnet & Hyun Song Shin, 2021. "Distributed Ledgers and the Governance of Money," CESifo Working Paper Series 9441, CESifo.
    3. Raphael Auer & Cyril Monnet & Hyun Song Shin, 2021. "Permissioned Distributed Ledgers and the Governance of Money," Diskussionsschriften dp2101, Universitaet Bern, Departement Volkswirtschaft.
    4. Hanna Halaburda & Guillaume Haeringer & Joshua Gans & Neil Gandal, 2022. "The Microeconomics of Cryptocurrencies," Journal of Economic Literature, American Economic Association, vol. 60(3), pages 971-1013, September.
    5. Raphael A. Auer, 2022. "Embedded Supervision: How to Build Regulation into Decentralised Finance," CESifo Working Paper Series 9771, CESifo.
    6. Daniela Balutel & Christopher Henry & Jorge Vásquez & Marcel Voia, 2022. "Bitcoin adoption and beliefs in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(4), pages 1729-1761, November.
    7. Raphael Auer & Codruta Boar & Giulio Cornelli & Jon Frost & Henry Holden & Andreas Wehrli, 2021. "CBDCs beyond borders: results from a survey of central banks," BIS Papers, Bank for International Settlements, number 116.
    8. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    9. Dionysopoulos, Lambis & Marra, Miriam & Urquhart, Andrew, 2024. "Central bank digital currencies: A critical review," International Review of Financial Analysis, Elsevier, vol. 91(C).
    10. Erik Feyen & Jon Frost & Harish Natarajan & Tara Rice, 2021. "What Does Digital Money Mean for Emerging Market and Developing Economies?," Springer Books, in: Raghavendra Rau & Robert Wardrop & Luigi Zingales (ed.), The Palgrave Handbook of Technological Finance, pages 217-241, Springer.
    11. Jia, Boxiang & Shen, Dehua & Zhang, Wei, 2024. "Bitcoin market reactions to large price swings of international stock markets," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 72-88.
    12. Danling Jiang & Sonya S Lim, 2018. "Trust and Household Debt [Consumer bankruptcy and default: the role of individual social capital]," Review of Finance, European Finance Association, vol. 22(2), pages 783-812.
    13. Emiliano S Pagnotta, 2022. "Decentralizing Money: Bitcoin Prices and Blockchain Security," The Review of Financial Studies, Society for Financial Studies, vol. 35(2), pages 866-907.
    14. Pavel Ciaian & Andrej Cupak & Pirmin Fessler & d'Artis Kancs, 2022. "Environmental-Social-Governance Preferences and Investments in Crypto-Assets (Pavel Ciaian, Andrej Cupak, Pirmin Fessler, d’Artis Kancs)," Working Papers 243, Oesterreichische Nationalbank (Austrian Central Bank).
    15. Abdelsalam, Omneya & Chantziaras, Antonios & Batten, Jonathan A. & Aysan, Ahmet Faruk, 2021. "Major shareholders’ trust and market risk: Substituting weak institutions with trust," Journal of Corporate Finance, Elsevier, vol. 66(C).
    16. Sha, Yezhou & Wang, Zilong & Yin, Zhichao, 2024. "House purchase restriction and stock market participation: Unveiling the role of nonpecuniary consideration," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 390-406.
    17. Mylonidis, Nikolaos & Chletsos, Michael & Barbagianni, Vanessa, 2019. "Financial exclusion in the USA: Looking beyond demographics," Journal of Financial Stability, Elsevier, vol. 40(C), pages 144-158.
    18. Giuseppe Albanese & Guido Blasio, 2014. "Who trusts others more? A cross-European study," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 41(4), pages 803-820, November.
    19. Jalan, Akanksha & Matkovskyy, Roman & Urquhart, Andrew & Yarovaya, Larisa, 2023. "The role of interpersonal trust in cryptocurrency adoption," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 83(C).
    20. Kaustia, Markku & Conlin, Andrew & Luotonen, Niilo, 2023. "What drives stock market participation? The role of institutional, traditional, and behavioral factors," Journal of Banking & Finance, Elsevier, vol. 148(C).

    More about this item

    Keywords

    digital currencies; cryptocurrencies; distributed ledger technology; blockchain; payments; digitalisation; banking; household finance; money; bitcoin; ether; xrp; bitcoin cash; litecoin; stellar; eos;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • 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
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:bis:biswps:951. 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: Martin Fessler (email available below). General contact details of provider: https://edirc.repec.org/data/bisssch.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.