Exchange Rate Developments of Cryptocurrencies Based on Event Study Analysis
DOI:
https://doi.org/10.35551/PFQ_2022_2_5Keywords:
cryptocurrencies, Bitcoin, Ethereum, event study, G10, G14Abstract
As the cryptocurrency market dynamically evolves, important financial and economic issues arise. The main focus of the present research is on the price of cryptocurrencies. Following the exploration of the literature base, special emphasis was put on the comparison between the crypto market and markets for different asset classes (gold, stocks, foreign currency) and on the identification of connection points. Next, the article focuses on the period after 2020, and applies the event study methodology in order to establish, how the two cryptocurrencies with the highest market capitalization (Bitcoin and Ethereum) reacted to selected events. These events mainly encompassed hacker attacks aimed at the systems that form the basis of the operation of cryptocurrencies, and also certain steps regarding their regulation and application. Overall, it was established that hacker attacks did not have a significant effect on the exchange rates of the two examined cryptocurrencies. Effects of regulatory action on prices are mixed, however even significant effects can be regarded as short-lived.
References
Ashley, J., W., (1962). Stock Prices and Changes in Earnings and Dividents: Some Empirical Results. Journal of Political Economy, 70(1), pp. 82–85
Aslanidis, N., Bariviera, A., F., Perez-Laborda, A. (2021). Are cryptocurrencies becoming more interconnected? Economics Letters, 199, https://doi.org/10.1016/j.econlet.2021.109725
Barker, C., Austin., (1956). Effective Stock Splits. Harvard Business Review. 34(1), pp. 101–06
Barker, C., Austin., (1957). Stock splits in a Bull Market. Harvard Business Review. 35(3), pp. 72–79
Barker, C., Austin., (1958). Evaluation of Stock Dividends. Harvard Business Review. 36(4) pp. 99–114
Baur, D., G., Dimpfl, T. (2021). The volatility of Bitcoin and its role as a medium of exchange and a store of value. Empirical Economics 61, https://link.springer.com/article/10.1007/s00181-020-01990-5
Bech, M. L., Garratt, R. (2017). Central bank cryptocurrencies. BIS Quarterly Review https://ssrn.com/abstract=3041906
Borri, N., Shakhnov, K. (2020). Regulation spillovers across cryptocurrency markets. Finance Research Letters, 36, https://doi.org/10.1016/j.frl.2019.101333
Bouri, E., Shahzad, S., J., H., Roubaud, D. (2019). Co-explosivity in the cryptocurrency market. Finance Research Letters, 29. pp. 178–183, https://doi.org/10.1016/j.frl.2018.07.005
Bucko, J., Pal’ová, D., Vejačka, M. (2015). Security and trust in cryptocurrencies. Central European Conference in Finance and Economics, https://www.researchgate.net/profile/Martin-Vejacka/publication/317955860_Security_and_Trust_in_Cryptocurrencies/links/59536c460f7e9b329242b06e/Security-and-Trust-in-Cryptocurrencies.pdf
Cao, G., Xie, W. (2021). The impact of the shutdown policy on the asymmetric interdependence structure and risk transmission of cryptocurrency and China’s financial market. The North American Journal of Economics and Finance, 58, https://doi.org/10.1016/j.najef.2021.101514
Chohan, S., W. (2022). The problems of cryptocurrency thefts and exchange shutdowns. Notes on the 21st Century, http://dx.doi.org/10.2139/ssrn.3131702
Conlon, T., Corbet, S., McGee, Richard J. (2021). Inflation and cryptocurrencies revisited: A time-scale analysis. Economics Letters, 206, https://doi.org/10.1016/j.econlet.2021.109996
Fama, E., F. (1970). Efficient capital markets: A review of theory and empirical work. Papers and Proceedings of the Twenty-Eighth Annual Meeting of the American Finance Association, 25. 2, https://doi.org/10.2307/2325486
González, M., de la O., Jareno, F., Skinner, F., S. (2021). Asymmetric interdependencies between large capital cryptocurrency and Gold returns during the COVID-19 pandemic crisis. International Review of Financial Analysis, 76, https://doi.org/10.1016/j.irfa.2021.101773
Hajric, V., Graffeo, E. (2021). Bitcoin’s correlation with stocks grows as risk appetite drops.Bloomberg, https://www.bloomberg.com/news/articles/2021-12-03/bitcoin-s-correlation-withstocks-grows-as-risk-appetite-drops
Jiang, Y., Lie, J., Wang, J., Mua, J. (2021). Revisiting the roles of cryptocurrencies in stock markets: A quantile coherency perspective. Economic Modelling, 95. pp. 21–34, https://doi.org/10.1016/j.econmod.2020.12.002
Kemp, S. (2021). Digital 2021: El Salvador. DataReportal, Online: https://datareportal.com/reports/digital-2021-el-salvador
Klein, T., Thu, H., P., Walther, T. (2018) Bitcoin is not the New Gold – A comparison of volatility, correlation, and portfolio performance. International Review of Financial Analysis, 59. pp. 105–116, https://doi.org/10.1016/j.irfa.2018.07.010
Lau, Y. (2021). Cryptocurrencies hit market cap of $3 trillion for the first time as Bitcoin and Ether reach record highs. Fortune, https://fortune.com/2021/11/09/cryptocurrency-market-cap-3-trillion-bitcion-ether-shiba-inu/
Lee, I., Daniel, W. (2021). Bitcoin vs. Gold: 10 experts told us which asset they’d rather hold for the next 10 years, and why. MarketInsider, https://markets.businessinsider.com/news/currencies/bitcoin-vs-gold-experts-cryptocurrency-preciousmetals-analysis-2021-2
MacKinlay, C., A. (1997). “Event Studies in Economics and Finance,” Journal of Economic Literature, American Economic Association, vol. 35(1), pp. 13–39, March
Magizov, R., Kuznetsov S., Kasatova A., Gilmanov M., Garipova V., Kuznetsov A. (2019). Problems of criminal responsibility for illegal circulation of cryptocurrency. 12th International Conference on Developments in eSystems Engineering (DeSE), https://doi.org/10.1109/DeSE.2019.00185
Mensi, W., Al-Yahyaee, K., H., Al-Jarrah, I., M., W., Vo, X., V., Kang, S., H. (2021). Does volatility connectedness across major cryptocurrencies behave the same at different frequencies? A portfolio risk analysis. International Review of Economics & Finance, https://doi.org/10.1016/j.iref.2021.05.009
Mokni, K., Ajmi, A., N. (2021). Cryptocurrencies vs. US dollar: Evidence from causality in quantiles analysis. Economic Analysis and Policy, 69. pp. 238–252, https://doi.org/10.1016/j.eap.2020.12.011
Myers, J., H., Bakay, A., J., (1948). Influence of Stock Split-Ups on Market Price. Harvard Business Review. 26. pp. 251–255
Obi, C. Pat., (2007). Market Sector Reactions to 9–11: An Event Study. The International Journal of Business and Finance Research, Vol. 1, No. 1, pp. 48–58, 2007, Available at SSRN: https://ssrn.com/abstract=1543360
Pankratyeva, A. (2021). Gold vs Bitcoin: complete comparison at the start of 2021, Capital. com, https://capital.com/gold-vs-bitcoin-completecomparison-at-the-start-of-2021
Quiroz-Gutierrez, M. (2021). Bitcoin—not gold—is the new inflation hedge, says JPMorgan. Fortune, https://fortune.com/2021/10/08/bitcoinnot-gold-is-the-new-inflation-hedge-says-jpmorgan/
Rehman, M., H., ur, Salah, K., Damiani, E., Svetinovic, D. (2020). Trust in blockchain cryptocurrency ecosystem. IEEE Transactions on Engineering Management, https://doi.org/10.1109/TEM.2019.2948861
Renteria, N. (2021). El Salvador’s bitcoin digital wallet beset by technical glitches. Reuters, Online: https://www.reuters.com/technology/elsalvadors-bitcoin-digital-wallet-beset-by-technicalglitches-2021-09-10/
Sephton, C. (2021). How many cryptocurrencies are there? currency.com https://currency.com/howmany-cryptocurrencies-are-there
Uzonwanne, G. (2021). Volatility and return spillovers between stock markets and cryptocurrencies. The Quarterly Review of Economics and Finance, 82. pp. 30–36, https://doi.org/10.1016/j.qref.2021.06.018
Vidal-Tomás, D. (2021). The entry and exit dynamics of the cryptocurrency market. Research in International Business and Finance, 58, https://doi.org/10.1016/j.ribaf.2021.101504
Vincze J. (2018). Bevezetés az ökonometriaiidősorelemzésbe. Budapesti Corvinus Egyetem, Budapest, 2018, http://unipub.lib.uni-corvinus.hu/3844/1/idsjegyzet.pdf )
Walther, T., Klein, T., Bouri, E. (2019). Exogenous drivers of Bitcoin and Cryptocurrency volatility – A mixed data sampling approach to forecasting. Journal of International Financial Markets, Institutions and Money, 63, https://doi.org/10.1016/j.intfin.2019.101133
Wei, Y., Zhang, S., Zhang, Q. (2021). Asymmetric news effects on cryptocurrency liquidity: an event study perspective. Finance Research Letters, 41, https://doi.org/10.1016/j.frl.2020.101799
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