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Bitcoin’s bubbly behaviors: does it resemble other financial bubbles of the past?

Author

Listed:
  • Sergio Luis Náñez Alonso

    (Faculty of Social and Legal Sciences. Catholic University of Ávila)

  • Javier Jorge-Vázquez

    (Faculty of Social and Legal Sciences. Catholic University of Ávila)

  • Miguel Ángel Echarte Fernández

    (Faculty of Social and Legal Sciences. Catholic University of Ávila)

  • David Sanz-Bas

    (Faculty of Social and Legal Sciences. Catholic University of Ávila)

Abstract

A number of financial bubbles have occurred throughout history. The objective of this study was to identify the main similarities between Bitcoin price behavior during bubble periods and a number of historical bubbles. Once this had been carried out, we aimed to determine whether the solutions adopted in the past would be effective in the present to reduce investors’ risk in this digital asset. This study brings a new approach, as studies have previously been conducted analyzing the similarity of Bitcoin bubbles to other bubbles individually, but these were not conducted in such a broad manner, addressing different types of bubbles, and over such a broad time period. Starting from a dataset with 9967 records, a combined methodology was used. This consisted of an analysis of the standard deviations, the growth rates of the prices of the assets involved, the percentage increase in asset prices from the origin of the bubble to its peak and its fundamental value, and, finally, the bubble index. Lastly, correlation statistical analysis was performed. The results obtained from the combination of the above methods reveal the existence of certain similarities between the Bitcoin bubbles (2011, 2013, 2017, and 2021) and the tulip bubble (1634–1637) and the Mississippi bubble (1719–1720). We find that the vast majority of the measures taken to avoid past bubbles will not be effective now; this is due to the digital and decentralized nature of Bitcoin. A limitation of the study is the difficulty in making a comparison between bubbles that occurred at different historical points in time. However, the results obtained shed light and provide guidance on the actions to be taken by regulators to ensure the protection of investors in this digital asset.

Suggested Citation

  • 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.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03220-0
    DOI: 10.1057/s41599-024-03220-0
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    1. David Garcia & Claudio Juan Tessone & Pavlin Mavrodiev & Nicolas Perony, 2014. "The digital traces of bubbles: feedback cycles between socio-economic signals in the Bitcoin economy," Papers 1408.1494, arXiv.org.
    2. Danilo Petti & Ivan Sergio, 2024. "Bank Crisis Boosts Bitcoin Price," JRFM, MDPI, vol. 17(4), pages 1-16, March.
    3. Adnan Kasman & Oscar Carvallo, 2014. "Financial stability, competition and efficiency in Latin American and Caribbean banking," Journal of Applied Economics, Universidad del CEMA, vol. 17, pages 301-324, November.
    4. Charles N. Noussair & Steven Tucker, 2016. "Cash Inflows And Bubbles In Asset Markets With Constant Fundamental Values," Economic Inquiry, Western Economic Association International, vol. 54(3), pages 1596-1606, July.
    5. David Sanz Bas, 2020. "Hayek and the cryptocurrency revolution [Hayek y la revolución de las criptomonedas]," Iberian Journal of the History of Economic Thought, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Dpto. Historia e Instituciones Económicas I., vol. 7(1), pages 15-28.
    6. Hommes, Cars & Sonnemans, Joep & Tuinstra, Jan & van de Velden, Henk, 2008. "Expectations and bubbles in asset pricing experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 67(1), pages 116-133, July.
    7. 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.
    8. Yan Li & Zhicheng Wang & Hongchuan Wang & Meiyu Wu & Lingling Xie, 2021. "Identifying price bubble periods in the Bitcoin market-based on GSADF model," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(5), pages 1829-1844, October.
    9. Auer, Raphael & Tercero-Lucas, David, 2022. "Distrust or speculation? The socioeconomic drivers of U.S. cryptocurrency investments," Journal of Financial Stability, Elsevier, vol. 62(C).
    10. Adämmer, Philipp & Bohl, Martin T., 2015. "Speculative bubbles in agricultural prices," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 67-76.
    11. Frehen, Rik G.P. & Goetzmann, William N. & Geert Rouwenhorst, K., 2013. "New evidence on the first financial bubble," Journal of Financial Economics, Elsevier, vol. 108(3), pages 585-607.
    12. Cross, Jamie L. & Hou, Chenghan & Trinh, Kelly, 2021. "Returns, volatility and the cryptocurrency bubble of 2017–18," Economic Modelling, Elsevier, vol. 104(C).
    13. Fletcher, Emily & Larkin, Charles & Corbet, Shaen, 2021. "Countering money laundering and terrorist financing: A case for bitcoin regulation," Research in International Business and Finance, Elsevier, vol. 56(C).
    14. Sindhuja Ranganathan & Mikko Kivelä & Juho Kanniainen, 2018. "Dynamics of investor spanning trees around dot-com bubble," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-14, June.
    15. Cheah, Eng-Tuck & Fry, John, 2015. "Speculative bubbles in Bitcoin markets? An empirical investigation into the fundamental value of Bitcoin," Economics Letters, Elsevier, vol. 130(C), pages 32-36.
    16. Zheng-Zheng Li & Ran Tao & Chi-Wei Su & Oana-Ramona Lobonţ, 2019. "Does Bitcoin bubble burst?," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 91-105, January.
    17. Bouri, Elie & Kamal, Elham & Kinateder, Harald, 2023. "FTX Collapse and systemic risk spillovers from FTX Token to major cryptocurrencies," Finance Research Letters, Elsevier, vol. 56(C).
    18. Adrian (Wai-Kong) Cheung & Eduardo Roca & Jen-Je Su, 2015. "Crypto-currency bubbles: an application of the Phillips-Shi-Yu (2013) methodology on Mt. Gox bitcoin prices," Applied Economics, Taylor & Francis Journals, vol. 47(23), pages 2348-2358, May.
    19. Anders Johansen & Olivier Ledoit & Didier Sornette, 2000. "Crashes As Critical Points," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 3(02), pages 219-255.
    20. Scott H. Irwin & Dwight R. Sanders, 2011. "Index Funds, Financialization, and Commodity Futures Markets," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(1), pages 1-31.
    21. Li, Yi & Zhang, Wei & Urquhart, Andrew & Wang, Pengfei, 2022. "The role of media coverage in the bubble formation: Evidence from the Bitcoin market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    22. Cretarola, Alessandra & Figà-Talamanca, Gianna, 2020. "Bubble regime identification in an attention-based model for Bitcoin and Ethereum price dynamics," Economics Letters, Elsevier, vol. 191(C).
    23. Miguel Ángel Echarte Fernández & Sergio Luis Náñez Alonso & Ricardo Reier Forradellas & Javier Jorge-Vázquez, 2022. "From the Great Recession to the COVID-19 Pandemic: The Risk of Expansionary Monetary Policies," Risks, MDPI, vol. 10(2), pages 1-17, January.
    24. Xiong, Jinwu & Liu, Qing & Zhao, Lei, 2020. "A new method to verify Bitcoin bubbles: Based on the production cost," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    25. Huosong Xia & Yangmei Gao & Justin Zuopeng Zhang, 2023. "Understanding the adoption context of China’s digital currency electronic payment," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-27, December.
    26. Wang, Shengquan & Chen, Langnan & Xiong, Xiong, 2019. "Asset bubbles, banking stability and economic growth," Economic Modelling, Elsevier, vol. 78(C), pages 108-117.
    27. Didier SORNETTE & Ryan WOODARD, 2009. "Financial Bubbles, Real Estate bubbles, Derivative Bubbles, and the Financial and Economic Crisis," Swiss Finance Institute Research Paper Series 09-15, Swiss Finance Institute.
    28. Urquhart, Andrew, 2016. "The inefficiency of Bitcoin," Economics Letters, Elsevier, vol. 148(C), pages 80-82.
    29. Enoksen, F.A. & Landsnes, Ch.J. & Lučivjanská, K. & Molnár, P., 2020. "Understanding risk of bubbles in cryptocurrencies," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 129-144.
    30. Adnan Kasman & Oscar Carvallo, 2014. "Financial Stability, Competition and Efficiency in Latin American and Caribbean Banking," Journal of Applied Economics, Taylor & Francis Journals, vol. 17(2), pages 301-324, November.
    31. David S. Kerr & Karen A. Loveland & Katherine Taken Smith & Lawrence Murphy Smith, 2023. "Cryptocurrency Risks, Fraud Cases, and Financial Performance," Risks, MDPI, vol. 11(3), pages 1-15, February.
    32. Irwin, Scott H. & Sanders, Dwight R. & Merrin, Robert P., 2009. "Devil or Angel? The Role of Speculation in the Recent Commodity Price Boom (and Bust)," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(2), pages 377-391, August.
    33. David Porter & Vernon Smith, 1994. "Stock market bubbles in the laboratory," Applied Mathematical Finance, Taylor & Francis Journals, vol. 1(2), pages 111-128.
    34. Didier Sornette & Ryan Woodard, 2009. "Financial Bubbles, Real Estate bubbles, Derivative Bubbles, and the Financial and Economic Crisis," Papers 0905.0220, arXiv.org.
    35. Brian M. Lucey & Fergal A. O’Connor, 2013. "Do bubbles occur in the gold price? An investigation of gold lease rates and Markov Switching models," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 13(3), pages 53-63, September.
    36. Nikola Fabris & Milutin Ješić, 2023. "Are Gold and Bitcoin a Safe Haven for European Indices?," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 12(1), pages 27-44.
    37. Karol Król & Dariusz Zdonek, 2022. "Digital Assets in the Eyes of Generation Z: Perceptions, Outlooks, Concerns," JRFM, MDPI, vol. 16(1), pages 1-14, December.
    38. Richard S. Dale & Johnnie E. V. Johnson & Leilei Tang, 2005. "Financial markets can go mad: evidence of irrational behaviour during the South Sea Bubble," Economic History Review, Economic History Society, vol. 58(2), pages 233-271, May.
    39. John E. Silvia, 2021. "Financial Markets and Economic Performance," Springer Books, Springer, number 978-3-030-76295-7, December.
    40. George A. Waters, 2019. "Bubbles and rationality in bitcoin," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 48(2), July.
    41. Alexandre Bovet & Carlo Campajola & Jorge F. Lazo & Francesco Mottes & Iacopo Pozzana & Valerio Restocchi & Pietro Saggese & Nicol'o Vallarano & Tiziano Squartini & Claudio J. Tessone, 2018. "Network-based indicators of Bitcoin bubbles," Papers 1805.04460, arXiv.org.
    42. Geuder, Julian & Kinateder, Harald & Wagner, Niklas F., 2019. "Cryptocurrencies as financial bubbles: The case of Bitcoin," Finance Research Letters, Elsevier, vol. 31(C).
    43. Sergio Luis Náñez Alonso & Miguel Ángel Echarte Fernández & David Sanz Bas & Cristina Pérez Rico, 2024. "El Salvador: an analysis of the monetary integration law and the bitcoin law," Brazilian Journal of Political Economy, Center of Political Economy, vol. 44(1), pages 189-209.
    44. Jeremy J. Siegel, 2003. "What Is an Asset Price Bubble? An Operational Definition," European Financial Management, European Financial Management Association, vol. 9(1), pages 11-24, March.
    45. Tobias A. Huber & Didier Sornette, 2022. "Boom, Bust, and Bitcoin: Bitcoin-Bubbles as Innovation Accelerators," Journal of Economic Issues, Taylor & Francis Journals, vol. 56(1), pages 113-136, January.
    46. Jianjun Miao & Zhouxiang Shen & Pengfei Wang, 2019. "Monetary Policy and Rational Asset Price Bubbles: Comment," American Economic Review, American Economic Association, vol. 109(5), pages 1969-1990, May.
    47. Xun Zhang & Fengbin Lu & Rui Tao & Shouyang Wang, 2021. "The time-varying causal relationship between the Bitcoin market and internet attention," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-19, December.
    48. Sergio Luis Náñez Alonso & Miguel Ángel Echarte Fernández & David Sanz Bas & Jarosław Kaczmarek, 2020. "Reasons Fostering or Discouraging the Implementation of Central Bank-Backed Digital Currency: A Review," Economies, MDPI, vol. 8(2), pages 1-27, May.
    49. Francisco Javier García-Corral & José Antonio Cordero-García & Jaime de Pablo-Valenciano & Juan Uribe-Toril, 2022. "A bibliometric review of cryptocurrencies: how have they grown?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-31, December.
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