Dynamic Linkages between Islamic Cryptocurrencies, Sukuk, and Islamic Stocks
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This study aims to analyze the interdependence relationship between the Islamic cryptocurrency market, sukuk, and Islamic stocks through two different periods, namely bearish and bullish. This study uses daily market return data for December 31, 2019 - December 11, 2023 and the Markov Switching-Vector Autoregression (MSVAR) approach to analyze asymmetric behavior between markets. This study found several inter-market dependence relationships, including a bidirectional relationship with different effects between the Islamic cryptocurrency market and the sukuk market or the Islamic stock market and the sukuk market in bearish periods. There is also a two-way relationship with different effects between the Islamic cryptocurrency market and the sukuk market in bullish periods. Interestingly, there is a bidirectional relationship with the same negative effect between the Islamic cryptocurrency market and the Islamic stock market in bullish periods. Therefore, the combination of Islamic cryptocurrency market and Islamic stock market provides hedging benefits in bullish periods. Meanwhile, the combination of Islamic cryptocurrency market and sukuk market has potential as a diversification asset during bearish and bullish periods.
Aliyu, A., Abu Bakar, K., Matsuda, G., Darwish, T., Abdullah, A.H., Ismail, A.S., Raja Mohd Radzi, R.Z., Yusof, A.F., Mohamad, M.M., Idris, M.Y., Ismail, Z., Yaacob, A.C. & Herman, H. (2020). “Review of some existing Shariah-compliant cryptocurrency”. Journal of Contemporary Islamic Studies Vol. 6 No. 1, pp. 23-44. doi:10.24191/jcis.v6i1.2.
Arfaoui, M., Chkilli, W., Aymen Ben Rejeb. (2022). “Asymmetric and Dynamic links in GCC Sukuk-Stocks: Implications for Portfolio Management before and during the COVID-19 Pandemic”. The Journal of Economics Asymmetries, vol. 25. doi:10.1016/j.jeca.2022.e00244.
Alahouel, F., & Nadia Loukil. (2022). “Islamic stock-sukuk indexes’correlations: does financial uncertainty matter?”. International Journal of Emerging Markets Vol. 17, No. 8. doi:10.1108/IJOEM-03-2020-0240.
Aloui, C., Rania Jammazi, & Hela Ben Hamida. (2018). “Multivariate Co-movement Between Islamic Stock and Bond Markets Among the GCC: A Wavelet-Based View”. Computational Economics vol.52. doi:10.1007/s10614-017-9703-7.
Aloui, C., Syed Jawad Hussain Shahzad, et al. (2021). “On the Investors' Sentiments and the Islamic Stock-Bond Interplay Across Investments' Horizons”. Pacific-Basin Finance Journal 65. doi:10.1016/j.pacfin.2020.101491.
Aloui, C., Shawkat Hammoudeh, & Hela Ben Hamida. (2015). “Co-movement between Sharia Stocks and Sukuk in the GCC markets: A Time-Frequency Analysis”. Journal of International Financial Markets, Institutions & Money vol. 34. doi:10.1016/j.intfin.2014.11.003.
Ali, Shoaib., Yousaf I., China W., & Xuan Vinh Vo. (2023). “Comovements and Hedging Effectiveness between Conventional and Islamic Cryptocurrencies: evidence from the Covid-19 Pandemic”. International Journal of Emerging Markets. doi:10.1108/IJOEM-10-2021-1571.
Al-Omoush, K. S., Ana M. Gomez., & Andres Gomez. (2024). “Why do People Choose to Continue Using Cryptocurrencies”. Technological Forecasting & Social Change vol. 200. doi:10.1016/j.techfore.2023.123151.
Arif, M., Naeem, M.A., Hasan, M., M Alawi, S. and Taghizadeh-Hesary, F. (2021), “Pandemic Crisis Versus Global Financial Crisis: are Islamic Stocks a Safe-Haven for G7 Markets?”, Economic Research-Ekonomska Istrazivanja, pp. 1-21. doi:10.1080/1331677X.2021.1910532.
Baur and Lucey, B.M. (2010), “Is Gold a Hedge or a Safe Haven? an Analysis of Stocks, Bonds and Gold”. Financial Review, Vol. 45 No. 2, pp. 217-229. doi:10.2139/ssrn.952289.
Bordo, M.D., Murshid, A.P. (2001). “Are Financial Crises Becoming More Contagious? What is the Historical Evidence on Contagion?”. International Financial Contagion. Springer, Boston, MA, pp. 367–403. doi:10.1007/978-1-4757-3314-3_14.
Cevik, Emrah Ismail, & Mehmet Fatih Bugan. (2018). “Regim-Dependent Relation between Islamic and Conventional Financial Markets”. Borsa Istanbul Review 18(2): 114-21. doi:10.1016/j.bir.2017.11.001.
Chiang, T. C., Jeon, B. N., & Li, H. (2007). “Dynamic Correlation Analysis of Financial Contagion: Evidence from Asian Markets”. Journal of International Money and Finance vol. 26(7). doi:10.1016/j.jimonfin.2007.06.005.
Chong, F.H.L. (2021). “Enhancing Trust Through Digital Islamic Finance and Blockchain Technology”. Qualitative Research in Financial Markets 13(3), 328-341. doi:10.1108/QRFM-05-2020-0076.
Diebold, F.X., Yilmaz, K. (2012). Better to Give than to Receive: Predictive Directional Measurement of Volatility Spillovers. International Journal of Forecasting, 28(1), 57-56. doi:10.1016/j.ijforecast.2011.02.006.
Fahad & Elie Bouri, et al. (2022). An Examination of Whether Gold-Backed Islamic Cryptocurrencies are Safe Havens for International Islamic Equity Markets. Research in International Business and Finance vol. 63. doi:10.1016/j.ribaf.2022.101768.
Forbes, Kristin J., & Roberto Rigobon. (2002). No Contagion, Only Interdependence: Measuring Stock Market Comovements. The Journal Of Finance 7(5). doi:10.1111/0022-1082.00494.
Forbes.com. (2023). A History of U.S. Bear Markets, 1957 to 2022. Retrieved from https://www.forbes.com/advisor/investing/bear-market-history/.
FSB. (2022). Regulation, Supervision, and Oversight of Crypto-Asset Activities and Markets: Consultative Document. Retrieved from www.fsb.org/wp-content/uploads/P111022-3.pdf.
Godlewski, C., J. Turk-Ariss, R., & Laurent Weill. (2013). “Sukuk vs. Conventional bonds: A Stock Market Perspective”. Journal of Comparative Economics 4(3). doi:10.1016/j.jce.2013.02.006.
Goodell, John W. (2020). “COVID-19 and Finance: Agendas for Future Research”. Finance Research Letters, 35. doi:10.1016/j.frl.2020.101512.
Goodell, John W. & Stephane Goutte. (2021). “Diversifying Equity with Cryptocurrencies during COVID-19”. International Review of Financial Analysis Vol. 76. doi:10.1016/j.irfa.2021.101781.
Gujarati, D. N. (2003). Basic Econometrics Fourth Edition. United State Military Academy, West Point. McGraw-Hill.
Gutierrez, C. E. C., Souza, R. C., & de Carvalho Guillén, O. T. (2009). Selection of Optimal Lag Length in Cointegrated VAR Models with Weak Form of Common Cyclical Features. Brazilian Review of Econometrics, 29(1), 59-78. doi:10.12660/bre.v29n12009.2696.
Hasan, M.B., Hassan, M.K., Karim, Z.A. & Rashid, M.M. (2021a). Exploring the Hedge and Safe Haven Properties of Cryptocurrency in Policy Uncertainty. Finance Research Letters, 102272. doi:10.1016/j.frl.2021.102272.
Huda & Nasution, M. (2008). Investasi pada Pasar Modal Syariah. Jakarta: Kencana Prenada Media Group.
Huda, E. N., & Priyonggo Suseno. (2023). Comparative Analysis of Sharia Stock Screening Methods in Indonesia, Malaysia, and the United States. Maliki Islamic Economics Journal 3(1). doi:10.18860/miec.v3i1.19808.
Huynh, T.L.D., Foglia, M., Nasir, M.A., Angelini, E. (2021). Feverish Sentiment and Global Equity Markets during the COVID-19 Pandemic. Journal of Economic Behavior and Organization. doi:10.1016/j.jebo.2021.06.016.
ICD Refinitiv. (2019). Islamic Finance Development Report 2019: Shifting Dynamics, Islamic Finance Development Indicator Rulebook. Islamic Corporation for the Development of the Private Sector (ICD), a member of the Islamic Development Bank group, and Refinitiv.
Islamic Financial Services Board. (2018). Islamic Financial Services Industry Stability Report 2018. Kuala Lumpur: IFSB.
Ji, Q., Zhang, D., & Zhao, Y. (2020). Searching for safe-haven assets during the COVID-19 pandemic. International Review of Financial Analysis, 71, 101526. doi:10.1016/j.irfa.2020.101526.
Kamso, N. (2013). Investing in Islamic Funds: a Practitioner’s Perspective. Wiley Finance Series.
Kang, S.H., Mclver, R.P., Hernadez, J.A. (2019). Co-movements between Bitcoin and Gold: a Wavelet Coherence Analysis. Physica A: Statistical Mechanics and its Applications, 536. doi:10.1016/j.physa.2019.04.12.
Kang, Y., J., Park, Dojoon., & Young, H., E. (2024). Global Contagion of US COVID-19 Panic News. Emerging Markets Review 59. doi:10.1016/j.ememar.2024.101116.
Keown, Arthur, J., et al. (2005). Financial Management 10th Edition. New Jersey: Prentice Hall.
Kementerian Agama Republik Indonesia. (2022). Qur’an Kementerian Agama Republik Indonesia. Retrieved from https://quran.kemenag.go.id/.
Khan, S.N. (2022). “The legality of cryptocurrency from an Islamic perspective: a research note”. Journal of Islamic Accounting and Business Research, 14(2), 289-294. doi:10.1108/JIABR-02-2022-0041.
Krolzig, H. M. (1998). Econometric Modelling of Markov-switching Vector Autoregressions Using MSVAR for Ox.
Lütkepohl, H. (1991). Introduction to Multiple Time Series Analysis. Berlin: Springer Verlag.
Masih, Abul M.M., & Rumi Masih. (1998). Are Asian Stock Market Fluctuation Due Mainly to Intra Regional Contagion Effect? Evidence Based on Asian Emerging Stock Market”. School of Finance and Business Economics Working Paper Series 7(3-4). doi:10.1016/S0927-538X(99)00013-X.
Mazur, Mieszko, Man Dang, & Miguel Vega. (2021). Covid-19 and the March 2020 Stock Market Crash. Evidence from S&P1500. Finance Research Letters, 38. doi:10.1016/j.frl.2020.101690.
Mensi, W., Hammoudeh,S., et al. (2015). Are Sharia Stock, Gold, and US Treasury Hedges and/or Safe Havens for the Oil-Based GCC Market?. Emerging Markets Review, 24. doi:10.1016/j.ememar.2015.05.007.
Mensi, W., Rehman, M.U., Maitra, D., Al-Yahyaee, K.H., & Sensoy, A. (2020). Does Bitcoin Co-Move and Share Risk with Sukuk and World and Regional Islamic Stock Markets? Evidence Using a Time-Frequency Approach. Research in International Business and Finance, 53, 101230. doi:10.1016/j.ribaf.2020.101230.
Mensi, W., Rehman M., Ur. Maitra., D., Al-Yahyaee, K., H., & Xuan Vinh Vo. (2023). Frequency Spillovers and Portfolio Risk Implications between Sukuk, Islamic Stock and Emerging Stock Markets. Quarterly Review of Economics and Finance 91. doi:10.1016/j.qref.2022.10.012.
Mensi, W., Lee, Y., Al-Kharusi S., & Seong-Min Yoon. (2024). Switching Spillovers and Connectedness between Sukuk and International Islamic Stock Markets. Pacific-Basin Finance Journal, 84. doi:10.1016/j.pacfin.2024.102318.
Meera, A.K.M. (2018). Cryptocurrencies from Islamic Perspectives: The Case of Bitcoin. Bulletin of Monetary Economics and Banking, 20(4). doi:10.21098/bemp.v20i4.902.
Mnif, E., Jarboui, A., Mouakhar, K. (2020). How the Cryptocurrency Market has Performed during COVID-19? A Multifractial Analysis. Finance Reseacrh Letters, 29. doi:10.4018/IJORIS.2020010101.
Muedini, F. (2018), The Compatibility of Cryptocurrencies and Islamic Finance, European Journal of Islamic Finance, 10, 1-11. doi:10.13135/2421-2172/2569.
Muneeza, A., Bin-Nashwan, S.A., Abdel Moshin, M.I., Mohamed, I. & Al-Saadi, A. (2023). Zakat payment from cryptocurrencies and crypto assets. International Journal of Islamic and Middle Eastern Finance and Management, 16(3), 482-497. doi:10.1108/IMEFM-12-2021-0487.
Nugroho, Adi Bayu. (2021). “pillovers and Bivariate Portfolios of Gold-Backed Cryptocurrencies and Gold during the COVID-19 Outbreak. Journal of Islamic Accounting and Business Research 12(7). doi:10.1108/JIABR-10-2020-0328.
Paltrinieri, Andrea, Mohammad Kabir, et al. (2023). A bibliometric review of sukuk literature. International Review of Economics & Finance,86. doi:10.1016/j.iref.2019.04.004.
Papadamou, S., Athanasios P. Fassas, & et al. Effects of the First Wave of COVID-19 Pandemic on Implied Stock Market Volatility: International Evidence Using a Google Trend Measure. The Journal of Economic Asymmetries, 28. doi:10.1016/j.jeca.2023.e00317.
Qarni, M. O., & Gulzar, S. (2021). Portfolio diversification benefits of Alternative currency investment in Bitcoin and foreign exchange markets. Financial Innovation, 7(1), 1–37. doi:10.1186/s40854-021-00233-5.
Rizvi, Syed Kumail Abbas, Bushra Naqvi, & et al. (2022). Safe Haven Properties of Green, Islamic, and Crypto Assets and Investor’s Proclivity Towards Treasury and Gold. Energy Economics, 115. doi:10.1016/j.eneco.2022.106396.
Reilly, Frank K., & Keith C. Brown. (2006). Investment Analysis and Portfolio Management: 8th Edition. USA: Thomson South-Western.
Reuters. (2018a). OneGram lists Islamic cryptocurrency on its own virtual exchange. Retrieved from www.reuters.com/article/islamic-finance-cryptocurrencies-idUSL8N1W41X9.
Reuters. (2018b). Swiss cryptocurrency firm X8 obtains Islamic finance certification. Retrieved from www.reuters.com/article/islamic-finance-cryptocurrencies-idUSL8N1XN0BG.
Saeed, Abdullah & Omar Salah. (2012). History of Sukuk: Pragmatic and Idealist Approaches to Structuring Sukuk. Economics 2012. doi:10.4337/9780857936219.00012.
Saiti, B. (2013). Estimation of Dynamic Conditional Correlations of Shariah-Compliant Stock Indices through the Application of Multivariate GARCH Approach. Australian Journal of Basic and Applied Sciences 7(7).
Serena, Ng., & Perron, P. (2001). Lag length selection and the construction of unit root tests with good size and power. Econometrica 69(6). doi:10.1111/1468-0262.00256.
Sifat, I.M., & Mohamad, A. (2018), From metal to paper: validating paper money from Islamic perspective. International Journal of Ethics and Systems, 34(1), 2-19. doi:10.1108/IJOES-06-2017-0090.
Statistica.com. (2023). Number of identity-verified cryptoasset users from 2016 to November 2023. Retrieved from https://www.statista.com/statistics/1202503/global-cryptocurrency-user-base/.
Sun, Yunchuan, Xiangyi Kong, et al. (2020). Measuring Investor Sentiment of Cryptocurrency Market. Procedia Computer Science, 187. doi:10.1016/j.procs.2021.04.097.
Tandelilin, E. (2010). Portofolio dan Investasi Teori dan Aplikasi: Edisi pertama. Yogyakarta: Kanisius.
Trichilli, Yousra & Mouna Boujelbéne. (2022). Regime Specific Spillover between Dow Jones Islamic Market World Index, Islamic Gold-Backed Crypto Currencies and the Blockchain Halal Index. International Journal of Islamic and Middle Eastern Finance and Management, 16(3). doi:10.1108/IMEFM-09-2021-0395.
Usman, Muhammad, Muhammad Ali Qamar Jibran, Rafi Amirudin, & Waheed Akhter. (2019). Decoupling Hypothesis of Islamic Stocks: Evidence from Copula CoVaR Approach. Borsa Istanbul Review 19:56-63. doi:10.1016/j.bir.2018.09.001.
Walpole, Ronald E. (1995). Pengantar Statistika Edisi ke-3. Jakarta: PT Gramedia Pustaka Utama.
Wasiuzzaman, S., Azwan Ayu, N., Muhd, & Aina Nazurah Hj Nordin. (2023). Analysis of the Performance of Islamic Gold-Backed Cryptocurrencies during the Bear Market of 2020. Emerging Markets Review, 54. doi:10.1016/j.ememar.2022.100920.
Wiwoho, J., Irwan, T., Dona B., K., & Pujiyono, S. (2023). Islamic Crypto Assets and Regulatory Framework: Evidence from Indonesia and Global Approaches. International Journal of Law and Management, 66(2). doi:10.1108/IJLMA-03-2023-0051.
Yarovaya, L., Elsayed, A.H., Hammoudeh, S. (2021). Determinants of Spillovers between Islamic and Conventional Financial Markets: Exploring the Safe Haven Assets during the COVID-19 Pandemic. Finance Research Letters 43, 101979. doi:10.1016/j.frl.2021.101979.
Yousaf, I. & Yarovaya, L. (2022), Spillovers between the Islamic gold-backed cryptocurrencies and equity markets during the COVID-19: a sectorial analysis. Pacific-Basin Finance Journal, 71, 10170. doi:10.1016/j.pacfin.2021.101705.
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