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A Fractal View on Losses Attributable to Scams in the Market for Initial Coin Offerings

Author

Listed:
  • Klaus Grobys

    (School of Accounting and Finance, University of Vaasa, P.O. Box 700, FI-65101 Vaasa, Finland)

  • Timothy King

    (School of Accounting and Finance, University of Vaasa, P.O. Box 700, FI-65101 Vaasa, Finland)

  • Niranjan Sapkota

    (School of Accounting and Finance, University of Vaasa, P.O. Box 700, FI-65101 Vaasa, Finland)

Abstract

Analogous to traditional Initial Public Offerings (IPO), Initial Coin Offerings (ICOs) represent an emerging channel through which firms can access external funding using the new evolving digital financial market for tokens. However, while ICOs represent an alternative funding channel for startups, the ICO market is essentially unregulated, which creates opportunities for fraud such as ‘ICO scams’. This paper addresses the question as to what the expected losses attributable to scams in the market for ICOs are. Using web scrapping techniques, all ICOs launched between August 2014 and December 2019 were first screened for accusations of fraud, before a novel methodological framework was employed to understand the true costs associated with scams. The findings reveal that 56.80% of ICOs were subject to scams, corresponding to 65.80% of the relevant market capitalization, estimated at USD 15.38 billion. Moreover, it is found that the loss distribution due to scam ICOs is governed by a fractal process. Specifically, the power law exponent for the distribution governing losses due to scam ICOs suggests that the second moment is not defined, rendering the sample mean unstable. Taken together, the results in this paper provide evidence that we have not yet seen the largest loss in the market for ICOs and are supportive of an urgent need for ICO market regulations from governments and regulatory agencies.

Suggested Citation

  • Klaus Grobys & Timothy King & Niranjan Sapkota, 2022. "A Fractal View on Losses Attributable to Scams in the Market for Initial Coin Offerings," JRFM, MDPI, vol. 15(12), pages 1-18, December.
  • Handle: RePEc:gam:jjrfmx:v:15:y:2022:i:12:p:579-:d:993839
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    References listed on IDEAS

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    1. Benedetti, Hugo & Kostovetsky, Leonard, 2021. "Digital Tulips? Returns to investors in initial coin offerings," Journal of Corporate Finance, Elsevier, vol. 66(C).
    2. Wolfgang Karl Härdle & Campbell R Harvey & Raphael C G Reule, 2020. "Understanding Cryptocurrencies," Journal of Financial Econometrics, Oxford University Press, vol. 18(2), pages 181-208.
    3. Makarov, Igor & Schoar, Antoinette, 2020. "Trading and arbitrage in cryptocurrency markets," Journal of Financial Economics, Elsevier, vol. 135(2), pages 293-319.
    4. Douglas J. Cumming & Sofia Johan & Anshum Pant, 2019. "Regulation of the Crypto-Economy: Managing Risks, Challenges, and Regulatory Uncertainty," JRFM, MDPI, vol. 12(3), pages 1-14, July.
    5. Fisch, Christian, 2019. "Initial coin offerings (ICOs) to finance new ventures," Journal of Business Venturing, Elsevier, vol. 34(1), pages 1-22.
    6. Klaus Grobys & Niranjan Sapkota, 2020. "Predicting cryptocurrency defaults," Applied Economics, Taylor & Francis Journals, vol. 52(46), pages 5060-5076, October.
    7. Sabrina T Howell & Marina Niessner & David Yermack & Jiang Wei, 2020. "Initial Coin Offerings: Financing Growth with Cryptocurrency Token Sales," The Review of Financial Studies, Society for Financial Studies, vol. 33(9), pages 3925-3974.
    8. Benoit Mandelbrot, 1963. "New Methods in Statistical Economics," Journal of Political Economy, University of Chicago Press, vol. 71(5), pages 421-421.
    9. Joern H. Block & Alexander Groh & Lars Hornuf & Tom Vanacker & Silvio Vismara, 2021. "The entrepreneurial finance markets of the future: a comparison of crowdfunding and initial coin offerings," Small Business Economics, Springer, vol. 57(2), pages 865-882, August.
    10. Grobys, Klaus & Dufitinema, Josephine & Sapkota, Niranjan & Kolari, James W., 2022. "What’s the expected loss when Bitcoin is under cyberattack? A fractal process analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    11. Grobys, Klaus, 2021. "What do we know about the second moment of financial markets?," International Review of Financial Analysis, Elsevier, vol. 78(C).
    12. West, Bruce J. & Salk, Jonas, 1987. "Complexity, organization and uncertainty," European Journal of Operational Research, Elsevier, vol. 30(2), pages 117-128, June.
    13. Lars Hornuf & Theresa Kück & Armin Schwienbacher, 2022. "Initial coin offerings, information disclosure, and fraud," Small Business Economics, Springer, vol. 58(4), pages 1741-1759, April.
    14. Jingxing (Rowena) Gan & Gerry Tsoukalas & Serguei Netessine, 2021. "Initial Coin Offerings, Speculation, and Asset Tokenization," Management Science, INFORMS, vol. 67(2), pages 914-931, February.
    15. Makarov, Igor & Schoar, Antoinette, 2020. "Trading and arbitrage in cryptocurrency markets," LSE Research Online Documents on Economics 100409, London School of Economics and Political Science, LSE Library.
    16. Jiri Chod & Nikolaos Trichakis & Gerry Tsoukalas & Henry Aspegren & Mark Weber, 2020. "On the Financing Benefits of Supply Chain Transparency and Blockchain Adoption," Management Science, INFORMS, vol. 66(10), pages 4378-4396, October.
    17. Fisch, Christian & Momtaz, Paul P., 2020. "Institutional investors and post-ICO performance: an empirical analysis of investor returns in initial coin offerings (ICOs)," Journal of Corporate Finance, Elsevier, vol. 64(C).
    18. Timothy King & Dimitrios Koutmos, 2021. "Herding and feedback trading in cryptocurrency markets," Annals of Operations Research, Springer, vol. 300(1), pages 79-96, May.
    19. David Yermack, 2017. "Corporate Governance and Blockchains," Review of Finance, European Finance Association, vol. 21(1), pages 7-31.
    20. Daniel Czaja & Florian Röder, 2022. "Signalling in Initial Coin Offerings: The Key Role of Entrepreneurs’ Self‐efficacy and Media Presence," Abacus, Accounting Foundation, University of Sydney, vol. 58(1), pages 24-61, March.
    21. Wolfgang Karl Hardle & Campbell R. Harvey & Raphael C. G. Reule, 2020. "Editorial: Understanding Cryptocurrencies," Papers 2007.14702, arXiv.org.
    22. 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.
    23. Warusawitharana, Missaka, 2018. "Time-varying volatility and the power law distribution of stock returns," Journal of Empirical Finance, Elsevier, vol. 49(C), pages 123-141.
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    Cited by:

    1. Sapkota, Niranjan & Grobys, Klaus, 2023. "Fear sells: On the sentiment deceptions and fundraising success of initial coin offerings," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 83(C).

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