IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/13404.html
   My bibliography  Save this paper

The Economics of Cryptocurrency Pump and Dump Schemes

Author

Listed:
  • Gandal, Neil
  • Hamrick, JT
  • Rouhi, Farhang
  • Mukherjee, Arghya
  • Feder, Amir
  • Moore, Tyler
  • Vasek, Marie

Abstract

The surge of interest in cryptocurrencies has been accompanied by a proliferation of fraud. This paper examines a pervasive tactic long known to financial markets: pump and dump schemes. While the fundamentals of the ruse have not changed in the last century, the recent explosion of nearly 2,000 cryptocurrencies in a largely unregulated environment has greatly expanded the scope for abuse. The paper first quantifies the scope of cryptocurrency pump and dump on Discord and Telegram, two widely popular group messaging platforms with 130 million users and 200 million users respectively. Both platforms can handle large groups with thousands of users, and they are the most popular outlets for pump and dump schemes involving cryptocurrencies. We identified 3,767 different pump signals advertised on Telegram and another 1,051 different pump signals advertised on Discord during a six-month period in 2018. The schemes promoted more than 300 cryptocurrencies. These comprehensive data provide the first measure of the scope of pump and dump schemes across cryptocurrencies and suggest that this phenomenon is widespread and often quite profitable. This should raise concerns among regulators. We then examine which factors that affect the “success†of the pump, as measured by the percentage increase in price near the pump signal. We find that the coin’s rank (market capitalization/volume) is the most important factor in determining the profitability of the pump: pumping obscure coins (with low volume) is much more profitable than pumping the dominant coins in the ecosystem.

Suggested Citation

  • Gandal, Neil & Hamrick, JT & Rouhi, Farhang & Mukherjee, Arghya & Feder, Amir & Moore, Tyler & Vasek, Marie, 2018. "The Economics of Cryptocurrency Pump and Dump Schemes," CEPR Discussion Papers 13404, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:13404
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP13404
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Neil Gandal & Hanna Halaburda, 2016. "Can We Predict the Winner in a Market with Network Effects? Competition in Cryptocurrency Market," Games, MDPI, vol. 7(3), pages 1-21, July.
    2. Gandal, Neil & Hamrick, JT & Moore, Tyler & Oberman, Tali, 2018. "Price manipulation in the Bitcoin ecosystem," Journal of Monetary Economics, Elsevier, vol. 95(C), pages 86-96.
    3. Jiahua Xu & Benjamin Livshits, 2018. "The Anatomy of a Cryptocurrency Pump-and-Dump Scheme," Papers 1811.10109, arXiv.org, revised Aug 2019.
    4. Massoud, Nadia & Ullah, Saif & Scholnick, Barry, 2016. "Does it help firms to secretly pay for stock promoters?," Journal of Financial Stability, Elsevier, vol. 26(C), pages 45-61.
    5. Rajesh K. Aggarwal & Guojun Wu, 2006. "Stock Market Manipulations," The Journal of Business, University of Chicago Press, vol. 79(4), pages 1915-1954, July.
    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. Kolbe, Maura & Mansouri, Sasan & Momtaz, Paul P., 2022. "Why do video pitches matter in crowdfunding?," Journal of Economics and Business, Elsevier, vol. 122(C).
    2. Vahidin Jeleskovic & Stephen Mackay, 2023. "Intraday Trading Algorithm for Predicting Cryptocurrency Price Movements Using Twitter Big Data Analysis," Papers 2401.00603, arXiv.org.
    3. Julián A. Parra & Carlos Arango & Joaquín Bernal & José E. Gómez & Javier Gómez & Carlos León & Clara Machado & Daniel Osorio & Daniel Rojas & Nicolás Suárez & Eduardo Yanquen, 2019. "Criptoactivos: análisis y revisión de literatura," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, issue 92, pages 1-37, November.
    4. Kaihua Qin & Liyi Zhou & Yaroslav Afonin & Ludovico Lazzaretti & Arthur Gervais, 2021. "CeFi vs. DeFi -- Comparing Centralized to Decentralized Finance," Papers 2106.08157, arXiv.org, revised Jun 2021.
    5. Sihao Hu & Zhen Zhang & Shengliang Lu & Bingsheng He & Zhao Li, 2022. "Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump," Papers 2204.12929, arXiv.org, revised Apr 2023.
    6. Dean Fantazzini & Yufeng Xiao, 2023. "Detecting Pump-and-Dumps with Crypto-Assets: Dealing with Imbalanced Datasets and Insiders’ Anticipated Purchases," Econometrics, MDPI, vol. 11(3), pages 1-73, August.
    7. Łęt Blanka & Sobański Konrad & Świder Wojciech & Włosik Katarzyna, 2022. "Is the cryptocurrency market efficient? Evidence from an analysis of fundamental factors for Bitcoin and Ethereum," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 58(4), pages 351-370, December.
    8. Taro Tsuchiya, 2021. "Profitability of cryptocurrency Pump and Dump schemes," Digital Finance, Springer, vol. 3(2), pages 149-167, June.

    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. Neil Gandal & J. T. Hamrick & Tyler Moore & Marie Vasek, 2021. "The rise and fall of cryptocurrency coins and tokens," Decisions in Economics and Finance, Springer;Associazione per la Matematica, vol. 44(2), pages 981-1014, December.
    2. Oh, Sebeom, 2023. "Market Manipulation in NFT Markets," MPRA Paper 116704, University Library of Munich, Germany.
    3. Gandal, Neil & Hamrick, JT & Moore, Tyler & Oberman, Tali, 2018. "Price manipulation in the Bitcoin ecosystem," Journal of Monetary Economics, Elsevier, vol. 95(C), pages 86-96.
    4. Anirudh Dhawan & Tālis J Putniņš, 2023. "A New Wolf in Town? Pump-and-Dump Manipulation in Cryptocurrency Markets," Review of Finance, European Finance Association, vol. 27(3), pages 935-975.
    5. 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.
    6. Flori, Andrea, 2019. "News and subjective beliefs: A Bayesian approach to Bitcoin investments," Research in International Business and Finance, Elsevier, vol. 50(C), pages 336-356.
    7. Taro Tsuchiya, 2021. "Profitability of cryptocurrency Pump and Dump schemes," Digital Finance, Springer, vol. 3(2), pages 149-167, June.
    8. Davide Debortoli & Mario Forni & Luca Gambetti & Luca Sala, 2020. "Asymmetric monetary policy tradeoffs," Economics Working Papers 1742, Department of Economics and Business, Universitat Pompeu Fabra, revised Sep 2023.
    9. Andrada-Félix, Julián & Fernandez-Perez, Adrian & Sosvilla-Rivero, Simón, 2020. "Distant or close cousins: Connectedness between cryptocurrencies and traditional currencies volatilities," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 67(C).
    10. Benedetti, Hugo & Nikbakht, Ehsan, 2021. "Returns and network growth of digital tokens after cross-listings," Journal of Corporate Finance, Elsevier, vol. 66(C).
    11. Anil Savio Kavuri & Alistair Milne, 2019. "FinTech and the future of financial services: What are the research gaps?," CAMA Working Papers 2019-18, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    12. Lin William Cong & Xi Li & Ke Tang & Yang Yang, 2021. "Crypto Wash Trading," Papers 2108.10984, arXiv.org.
    13. Andrea Flori, 2019. "Cryptocurrencies In Finance: Review And Applications," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 22(05), pages 1-22, August.
    14. Friedhelm Victor & Andrea Marie Weintraud, 2021. "Detecting and Quantifying Wash Trading on Decentralized Cryptocurrency Exchanges," Papers 2102.07001, arXiv.org.
    15. Kee-Youn Kang, 2023. "Cryptocurrency and double spending history: transactions with zero confirmation," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 75(2), pages 453-491, February.
    16. Chau, Ching & Aspris, Angelo & Foley, Sean & Malloch, Hamish, 2021. "Quote-Based manipulation of illiquid securities," Finance Research Letters, Elsevier, vol. 39(C).
    17. Lin William Cong & Yizhou Xiao, 2021. "Categories and Functions of Crypto-Tokens," Springer Books, in: Maurizio Pompella & Roman Matousek (ed.), The Palgrave Handbook of FinTech and Blockchain, edition 1, chapter 0, pages 267-284, Springer.
    18. Lars Hornuf & Paul P. Momtaz & Rachel J. Nam & Ye Yuan, 2023. "Cybercrime on the Ethereum Blockchain," CESifo Working Paper Series 10598, CESifo.
    19. Rodrigo Hakim das Neves, 2020. "Bitcoin pricing: impact of attractiveness variables," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-18, December.
    20. Soichiro Takagi, 2017. "Organizational Impact of Blockchain through Decentralized Autonomous Organizations," International Journal of Economic Policy Studies, Springer, vol. 12(1), pages 22-41, January.

    More about this item

    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:cpr:ceprdp:13404. 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: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    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.