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Testing the credibility of crypto influencers: An event study on Bitcoin

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  • Meyer, Eva Andrea
  • Welpe, Isabell M.
  • Sandner, Philipp

Abstract

Against widespread investment advice, crypto-asset retail investors try to yield superior investment returns by ‘crypto-asset picking’ or market timing. One group fueling such aspirations is that of crypto influencers on YouTube conducting crypto market analyses. We are the first to test the value of such analyses for retail investors, by deriving short-term Bitcoin price analyses from a sample of seven influencers with each more than 300,000 subscribers over a one-year time frame. Both, viewer-gathered data from overall 4607 analyzed videos as well as software-based sentiment data do not suggest that those influencers are correct in their market analyses. We conclude by strongly advising the large audience of such YouTube crypto influencers to refrain from adapting any investment advice.

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  • Meyer, Eva Andrea & Welpe, Isabell M. & Sandner, Philipp, 2024. "Testing the credibility of crypto influencers: An event study on Bitcoin," Finance Research Letters, Elsevier, vol. 60(C).
    • Handle: RePEc:eee:finlet:v:60:y:2024:i:c:s1544612323012369
    DOI: 10.1016/j.frl.2023.104864
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    References listed on IDEAS

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    1. Simon Trimborn & Mingyang Li & Wolfgang Karl Härdle, 2020. "Investing with Cryptocurrencies—a Liquidity Constrained Investment Approach," Journal of Financial Econometrics, Oxford University Press, vol. 18(2), pages 280-306.
    2. Robert Hudson & Andrew Urquhart, 2021. "Technical trading and cryptocurrencies," Annals of Operations Research, Springer, vol. 297(1), pages 191-220, February.
    3. Meyer, Eva Andrea & Sandner, Philipp & Cloutier, Bernard & Welpe, Isabell M., 2023. "High on Bitcoin: Evidence of emotional contagion in the YouTube crypto influencer space," Journal of Business Research, Elsevier, vol. 164(C).
    4. Gerritsen, Dirk F. & Bouri, Elie & Ramezanifar, Ehsan & Roubaud, David, 2020. "The profitability of technical trading rules in the Bitcoin market," Finance Research Letters, Elsevier, vol. 34(C).
    5. Liu, Weiyi, 2019. "Portfolio diversification across cryptocurrencies," Finance Research Letters, Elsevier, vol. 29(C), pages 200-205.
    6. Naeem, Muhammad Abubakr & Mbarki, Imen & Shahzad, Syed Jawad Hussain, 2021. "Predictive role of online investor sentiment for cryptocurrency market: Evidence from happiness and fears," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 496-514.
    7. Armitage, Seth, 1995. "Event Study Methods and Evidence on Their Performance," Journal of Economic Surveys, Wiley Blackwell, vol. 9(1), pages 25-52, March.
    8. Kraaijeveld, Olivier & De Smedt, Johannes, 2020. "The predictive power of public Twitter sentiment for forecasting cryptocurrency prices," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 65(C).
    9. Moser, Stefanie & Brauneis, Alexander, 2023. "Should you listen to crypto YouTubers?," Finance Research Letters, Elsevier, vol. 54(C).
    10. Jiang, Wei, 2003. "A nonparametric test of market timing," Journal of Empirical Finance, Elsevier, vol. 10(4), pages 399-425, September.
    11. Brad Barber & Reuven Lehavy & Maureen McNichols & Brett Trueman, 2001. "Can Investors Profit from the Prophets? Security Analyst Recommendations and Stock Returns," Journal of Finance, American Finance Association, vol. 56(2), pages 531-563, April.
    12. Brandvold, Morten & Molnár, Peter & Vagstad, Kristian & Andreas Valstad, Ole Christian, 2015. "Price discovery on Bitcoin exchanges," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 18-35.
    13. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
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    Cited by:

    1. Jones, Michael & Luu, Truong (Jack) & Samuel, Binny, 2024. "The interdependence of financial literacy and crypto literacy," Economics Letters, Elsevier, vol. 239(C).

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