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Lawful Sequence of Events and Cryptocurrency Anomalies: An Empirical Investigation

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  • Parul Bhatia
  • Lipika Jain

Abstract

The structural variations related to legal tender of cryptocurrencies operating across the world markets has been instable since their inception. There have been many changes incorporated for their status to be recognized as a legal financial instrument for investment purposes over the virtual financial markets. The concept of anomalies associated with the popular efficient market hypotheses given by Eugene Fama existed for Bitcoin and few other cryptocurrencies over a period of time. The present work attempts to contribute to the existing literature on cryptocurrency studies. A focused investigation has been carried for cryptocurrencies to find different behaviour of returns on these currencies over a varied response from various countries with respect to their permissible manoeuvres. The study has used independent sample t -test, one-way ANOVA and dummy regression analysis to examine the day of the week effect for a time period between 2014–2020 split into multiple sub-periods. Anomalies have been found for cryptocurrencies across multiple sub-periods with varied magnitude.

Suggested Citation

  • Parul Bhatia & Lipika Jain, 2025. "Lawful Sequence of Events and Cryptocurrency Anomalies: An Empirical Investigation," FIIB Business Review, , vol. 14(1), pages 71-88, January.
    • Handle: RePEc:sae:fbbsrw:v:14:y:2025:i:1:p:71-88
    DOI: 10.1177/23197145211042438
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    References listed on IDEAS

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    1. John A. List, 2011. "Does Market Experience Eliminate Market Anomalies? The Case of Exogenous Market Experience," American Economic Review, American Economic Association, vol. 101(3), pages 313-317, May.
    2. Maio, Paulo & Santa-Clara, Pedro, 2017. "Short-Term Interest Rates and Stock Market Anomalies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 927-961, June.
    3. Akbas, Ferhat & Armstrong, Will J. & Sorescu, Sorin & Subrahmanyam, Avanidhar, 2015. "Smart money, dumb money, and capital market anomalies," Journal of Financial Economics, Elsevier, vol. 118(2), pages 355-382.
    4. Shahzad, Syed Jawad Hussain & Bouri, Elie & Ahmad, Tanveer & Naeem, Muhammad Abubakr & Vo, Xuan Vinh, 2021. "The pricing of bad contagion in cryptocurrencies: A four-factor pricing model," Finance Research Letters, Elsevier, vol. 41(C).
    5. Alexandros Kontonikas & Alexandros Kostakis, 2013. "On Monetary Policy and Stock Market Anomalies," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 40(7-8), pages 1009-1042, September.
    6. Tao Shu, 2013. "Institutional Investor Participation and Stock Market Anomalies," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 40(5-6), pages 695-718, June.
    7. Yaya, OlaOluwa S & Ogbonna, Ephraim A, 2019. "Do we Experience Day-of-the-week Effects in Returns and Volatility of Cryptocurrency?," MPRA Paper 91429, University Library of Munich, Germany.
    8. Guglielmo Maria Caporale & Alex Plastun, 2019. "Price overreactions in the cryptocurrency market," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(5), pages 1137-1155, August.
    9. Doron Avramov & Tarun Chordia, 2006. "Asset Pricing Models and Financial Market Anomalies," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 1001-1040.
    10. Beaver, William & McNichols, Maureen & Price, Richard, 2007. "Delisting returns and their effect on accounting-based market anomalies," Journal of Accounting and Economics, Elsevier, vol. 43(2-3), pages 341-368, July.
    11. Sashikanta Khuntia & J.K. Pattanayak, 2021. "Adaptive calendar effects and volume of extra returns in the cryptocurrency market," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 17(9), pages 2137-2165, February.
    12. Chordia, Tarun & Subrahmanyam, Avanidhar & Tong, Qing, 2014. "Have capital market anomalies attenuated in the recent era of high liquidity and trading activity?," Journal of Accounting and Economics, Elsevier, vol. 58(1), pages 41-58.
    13. Long, Huaigang & Zaremba, Adam & Demir, Ender & Szczygielski, Jan Jakub & Vasenin, Mikhail, 2020. "Seasonality in the Cross-Section of Cryptocurrency Returns," Finance Research Letters, Elsevier, vol. 35(C).
    14. Corbet, Shaen & Larkin, Charles & Lucey, Brian & Meegan, Andrew & Yarovaya, Larisa, 2020. "Cryptocurrency reaction to FOMC Announcements: Evidence of heterogeneity based on blockchain stack position," Journal of Financial Stability, Elsevier, vol. 46(C).
    15. Bas ter Weel & T. Prevoo, 2010. "The effects of a change in market abuse regulation on abnormal returns and volumes: Evidence from the Amsterdam stock market," CPB Discussion Paper 154, CPB Netherlands Bureau for Economic Policy Analysis.
    16. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    17. Dhruv Sharma & Vandna Misra & J.P. Pathak, 2021. "Emergence of behavioural finance: a study on behavioural biases during investment decision-making," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 21(2), pages 223-234.
    18. Tyas Prevoo & Bas Weel, 2010. "The Effects of a Change in Market Abuse Regulation on Abnormal Returns and Volumes: Evidence from the Amsterdam Stock Market," De Economist, Springer, vol. 158(3), pages 237-293, September.
    19. Ji, Qiang & Bouri, Elie & Lau, Chi Keung Marco & Roubaud, David, 2019. "Dynamic connectedness and integration in cryptocurrency markets," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 257-272.
    20. Levis, Mario, 1989. "Stock market anomalies: A re-assessment based on the UK evidence," Journal of Banking & Finance, Elsevier, vol. 13(4-5), pages 675-696, September.
    21. Yukun Liu & Aleh Tsyvinski, 2021. "Risks and Returns of Cryptocurrency," The Review of Financial Studies, Society for Financial Studies, vol. 34(6), pages 2689-2727.
    22. Hawawini, Gabriel & Banz, Rolf, 1987. "Equity pricing and stock market anomalies," MPRA Paper 44891, University Library of Munich, Germany.
    23. Collins, Daniel W. & Hribar, Paul, 2000. "Earnings-based and accrual-based market anomalies: one effect or two?," Journal of Accounting and Economics, Elsevier, vol. 29(1), pages 101-123, February.
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