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The Role of Twitter in Cryptocurrency Pump-and-Dumps

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  • David Ardia
  • Keven Bluteau

Abstract

We examine the influence of Twitter promotion on cryptocurrency pump-and-dump events. By analyzing abnormal returns, trading volume, and tweet activity, we uncover that Twitter effectively garners attention for pump-and-dump schemes, leading to notable effects on abnormal returns before the event. Our results indicate that investors relying on Twitter information exhibit delayed selling behavior during the post-dump phase, resulting in significant losses compared to other participants. These findings shed light on the pivotal role of Twitter promotion in cryptocurrency manipulation, offering valuable insights into participant behavior and market dynamics.

Suggested Citation

  • David Ardia & Keven Bluteau, 2023. "The Role of Twitter in Cryptocurrency Pump-and-Dumps," Papers 2306.02148, arXiv.org.
    • Handle: RePEc:arx:papers:2306.02148
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    References listed on IDEAS

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    1. Massimo La Morgia & Alessandro Mei & Francesco Sassi & Julinda Stefa, 2020. "Pump and Dumps in the Bitcoin Era: Real Time Detection of Cryptocurrency Market Manipulations," Papers 2005.06610, arXiv.org.
    2. 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).
    3. Jiahua Xu & Benjamin Livshits, 2018. "The Anatomy of a Cryptocurrency Pump-and-Dump Scheme," Papers 1811.10109, arXiv.org, revised Aug 2019.
    4. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
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