BEYOND THE HYPE: BITCOIN AND PORTFOLIO DIVERSIFICATION
DOI:
https://doi.org/10.58885/ijbe.v11i1.69.lyKeywords:
bitcoin, diversification, benefits, ICAPM, NARDL, Fama-FrenchAbstract
This study determines whether Bitcoin enhances portfolio diversification and serves as a valuable investment asset during the COVID-19 crisis. In particular, we evaluate the significance and magnitude of the risk price associated with Bitcoin’s returns based on the ICAPM and NARDL models. Three methodological approaches were employed. First, we use the Intertemporal Capital Asset Pricing Model (ICAPM) to assess the effect of Bitcoin on a portfolio comprising 25 Fama-French portfolios. Second, a Nonlinear Autoregressive Distributed lag (NARDL) model explores Bitcoin’s impact on cross-sectional variation within the Fama-French portfolios, capturing potential asymmetric responses to price changes. Finally, we determine Bitcoin’s risk premium using the Capital Asset Pricing Model (CAPM), the Fama-French three-factor model (FF3), and the Fama-French five-factor model (FF5). Bitcoin fails to provide significant diversification benefits for profitability factor (RMW), and exhibit insensitivity to value (HML) and investment (CMA). The NARDL model indicates a potential hedging role only during crypto market downturns. The factor models reveal that Bitcoin behaves differently than traditional assets, exhibiting low sensitivity to market risk and a negative relationship with the size premium, further supporting its potential for diversification within specific portfolio contexts. Our finding shows that Bitcoin can protect the 25 Fama-French portfolio when Bitcoin loses value.
References
Baur, D. G., Hong, K., and Lee, A. D. (2018). Bitcoin: Medium of exchange or speculative assets? Journal of International Financial Markets, Institutions and Money, 54:177–189.
Goodell, J. W. and Goutte, S. (2021). Diversifying equity with cryptocurrencies during covid-19. International Review of Financial Analysis, 76:101781.
Bazán-Palomino, W. (2023). The increased interest in Bitcoin and the immediate and long-term impact of Bitcoin volatility on global stock markets. Economic Analysis and Policy, 80, 1080-1095.
Bhuiyan, R. A., Husain, A., & Zhang, C. (2023). Diversification evidence of bitcoin and gold from wavelet analysis. Financial Innovation, 9(1), 100.
Fama, E.F., MacBeth, J.D., 1973. Risk, return, and equilibrium: empirical tests. J. Polit. Econ. 81, 607–636.
Gorman, M., & Hughen, W. K. (2024). Does bitcoin still enhance an investment portfolio in a post Covid-19 world?. Finance Research Letters, 62, 105170.
Guesmi, K., Saadi, S., Abid, I., and Ftiti, Z. (2019). Portfolio diversification with virtual currency: Evidence from bitcoin. International Review of Financial Analysis, 63:431–437
Kayral, I. E., Jeribi, A., & Loukil, S. (2023). Are bitcoin and gold a safe haven during COVID-19 and the 2022 Russia–Ukraine war?. Journal of Risk and Financial Management, 16(4), 222.
Kwon, J. H. (2020). Tail behavior of Bitcoin, the dollar, gold and the stock market index. Journal of International Financial Markets, Institutions and Money, 67, 101202.
Merton, R.C., 1973. An Intertemporal Capital Asset Pricing Model. Econometrica 41, 867–887.
Mzoughi, H., Benkraiem, R., & Guesmi, K. (2022). The bitcoin market reaction to the launch of central bank digital currencies. Research in International Business and Finance, 63, 101800.
Paule-Vianez, J., Prado-Román, C., & Gómez-Martínez, R. (2020). Economic policy uncertainty and Bitcoin. Is Bitcoin a safe-haven asset?. European Journal of Management and Business Economics, 29(3), 347-363.
Sakthivel, P., & Rajaswaminathan, S. (2024). Impact of crypto currencies on performance of stock returns: Evidence from BRICS countries. Theoretical and Applied Economics, vol. 0(2(639), S), pages 243-254, Summer.
Singh, S. (2024). An empirical study of market risk factors for Bitcoin. arXiv preprint arXiv:2406.19401.
Tarchella, S., Khalfaoui, R., & Hammoudeh, S. (2024). The safe haven, hedging, and diversification properties of oil, gold, and cryptocurrency for the G7 equity markets: Evidence from the pre-and post-COVID-19 periods. Research in international business and finance, 67, 102125.
Yaqoob, T., & Akbar, H. (2023). Is Bitcoin an Alternative Investment Asset? An Econometric Investigation of China and the USA. JISR management and social sciences & economics, 21(1), 1-25.
Zghal, R., Souai, S., Ghorbel, A., & Sayari, S. (2024). Which Sectoral CDS Can Hedge More Effectively Conventional and Islamic Dow Jones Indices? Evidence from COVID-19 Outbreak and Bubble Crypto-Currency Periods.
Zhao, J., & Zhang, T. (2023). Exploring the time-varying dependence between Bitcoin and the global stock market: Evidence from a TVP-VAR approach. Finance Research Letters, 58, 104342.
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