Exploring the Causality Relationship Between Cryptocurrency Market and Islamic Stock Returns: A Toda-Yamamoto Approach

Authors

  • Abdulkadri Alabi Kwara State University Malete

DOI:

https://doi.org/10.13135/2421-2172/11968

Keywords:

Cryptocurrency, Islamic Stock Returns, Bitcoin, Shariah, Faith-Based Investments, Toda-Yamamoto

Abstract

In recent times, this emerging debate between digital assets and traditional Islamic finance underscores the need for a comprehensive investigation of both markets. Thus, in an attempt to highlight the importance of understanding the unique dynamics between different cryptocurrency assets and the cultural and ethical considerations that shape investment decisions within the Islamic finance context, this paper empirically examined the causal linkages of Islamic stock returns in consideration of the Dow Jones Islamic Market World Index, with the cryptocurrency market demands. The Toda-Yamamoto Granger causality tests were applied to daily time-series data from January 2014 to October 2024. The study documents unidirectional causality running from the Solana market to Islamic stock returns. Not surprisingly, the study found no causal relationship between the other sampled cryptocurrency assets and Islamic stock market returns. The results indicated a weak, negligible association between cryptocurrencies and Islamic stock returns, reinforcing the idea that cryptocurrencies do not exert a causal influence on Islamic stocks. This means that movements in the cryptocurrency market do not translate into changes in Islamic stock prices. It is recommended that Islamic investors and general stakeholders maintain a focus on ethical, stable investments, thereby reinforcing the integrity of Islamic finance principles.

References

AAOIFI. (2020). Shari'ah Standard No. 63: Contemporary Financial Applications of Al-Wakala Bi Al-Istithmar (Investment Agency). Accounting and Auditing Organisation for Islamic Financial Institutions.

Ahmed, W. M. (2021). How do Islamic equity markets respond to good and bad volatility of cryptocurrencies? The case of Bitcoin. Pacific-Basin Finance Journal, 70, 101667.

Alabi, A. T. (2025). The dynamic relationship between Bitcoin, greenest cryptocurrencies and climate policy uncertainty: Evidence from a wavelet coherence analysis. Finance Research Open, 100069. https://doi.org/10.1016/j.finr.2025.100069

Alabi, A. T., & Ishola, A. O. (2025). Revisiting the carbon footprint of cryptocurrency trading: A granger causality approach. Sustainable Futures. , Article 100995. https://doi.org/10.1016/j.sftr.2025.100995

Alam, M. M., Akbar, C. S., Shahriar, S. M., & Elahi, M. M. (2017). The Islamic Shariah principles for investment in stock market. Qualitative Research in Financial Markets, 9(2), 132-146.

Al-Guindy, M. (2021). Cryptocurrency price volatility and investor attention. International Review of Economics & Finance, 76, 556-570.

Amalin, G. (2018). The legality of cryptocurrency trade in accordance with the principles of Islamic banking law. Available at the link: https://dspace.uii.ac.id/bitstream/handle/123456789/11715/GAZI%20AMALIN%2014410068.pdf?sequence=1&isAllowed=y

Ashraf, S., de Almeida, A. M. M., Naz, I., & Latief, R. (2023). Diversification of the Islamic stock market, Bitcoin, and bullions in response to the Russia-Ukraine conflict and the COVID-19 outbreak. Heliyon, 9(8).

Badlani, B., Yadav, R. A., & Kumar, A. (2023). Psychological impact of cryptocurrency volatility on investor Emotions and Decision Making. Journal for ReAttach Therapy and Developmental Diversities, 6(7s), 204-214.

Bai, J., & Perron, P. (2003). Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18(1), 1–22. https://doi.org/10.1002/jae.659

Bányai, A., Tatay, T., Thalmeiner, G., & Pataki, L. (2024). Optimising portfolio risk by involving crypto assets in a volatile macroeconomic environment. Risks, 12(4), 68.

Barom, M. N. (2019). Understanding socially responsible investing and its implications for Islamic investment industry. Journal of Emerging Economies and Islamic Research, 7(1), 1-13.

Benetton, M., & Compiani, G. (2024). Investors’ beliefs and cryptocurrency prices. The Review of Asset Pricing Studies, 14(2), 197-236.

Bhatnagar, M., Taneja, S., & Rupeika-Apoga, R. (2023). Demystifying the effect of the news (shocks) on crypto market volatility. Journal of Risk and Financial Management, 16(2), 136.

Bisi, M., & Zreg, W. (2025). The waqf: a global financial instrument. European Journal of Islamic Finance, 12(3), 1-16. https://doi.org/10.13135/2421-2172/11161

Bossman, A., Gubareva, M., Agyei, S. K., & Vo, X. V. (2024). Time-frequency co-movements between environmental cryptocurrency sentiment and faith-based sectoral stocks. International Review of Economics & Finance, 91, 699-719.

Bouri, E., Cepni, O., Gabauer, D., & Gupta, R. (2021). Return connectedness across asset classes around the COVID-19 outbreak. International review of financial analysis, 73, 101646. https://doi.org/10.1016/j.irfa.2020.101646

Corbet, S., Meegan, A., Larkin, C., Lucey, B., & Yarovaya, L. (2018). Exploring the dynamic relationships between cryptocurrencies and other financial assets. Economics letters, 165, 28-34. https://doi.org/10.1016/j.econlet.2018.01.004

Diks, C., & Panchenko, V. (2006). A new statistic and practical guidelines for nonparametric Granger causality testing. Journal of Economic Dynamics and Control, 30(9-10), 1647-1669. https://doi.org/10.1016/j.jedc.2005.08.008

Fang, T., Su, Z., & Yin, L. (2020). Economic fundamentals or investor perceptions? The role of uncertainty in predicting long-term cryptocurrency volatility. International Review of Financial Analysis, 71, 101566.

Ismail, A. G., Ghafar, N. H. A., & Rahman, N. S. B. A. (2025). Islamic public finance: How it matters for achieving SDGs. European Journal of Islamic Finance, 12(2), 15-29.

Issa, S. O., Alabi, A. T., & Ubandawaki, A. T. (2025). Mitigating financed emissions in financial institutions through Islamic and green finance. In Islamic Finance and Sustainability (pp. 357-380). Routledge.

Islamic Financial Services Board (IFSB). (2020). IFSB-25: Core Principles for Islamic Finance Regulation (Banking Segment).

Liizzah, I., Priyono, A. A., & Masitah, D. (2023). Islamic views and calls to invest according to the Al-Qur'an Surah Al-Hashr Verse 18. Dirasah International Journal of Islamic Studies, 1(1), 18-26.

Luo, J., Cao, Q., & Zhang, S. (2024). How do personality traits affect investors' decision on crypto market including cryptocurrencies and NFTs? Review of Behavioral Finance, 16(4), 600-619.

Mansour Nomran, N., Laallam, A., Haron, R., Kashi, A., Hossen Shaikh, Z., & Abey, J. (2024). The impact of the cryptocurrency market on Islamic vs. conventional stock returns: Evidence from Gulf Cooperation Council Countries. Journal of Risk and Financial Management, 17(7), 305.

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.

Munawar, H., & Tariq, A. (2023). Digital currency (cryptocurrency) according to Islamic perspective. Al-Misbah Research Journal, 3(01), 48-58.

Naeem, M. A., Raza Rabbani, M., Karim, S., & Billah, S. M. (2023). Religion vs ethics: hedge and safe haven properties of Sukuk and green bonds for stock markets pre-and during COVID-19. International Journal of Islamic and Middle Eastern Finance and Management, 16(2), 234-252. https://doi.org/10.1108/IMEFM-06-2021-0252

Nguyen, L. T. M., & Nguyen, P. T. (2024). Do crypto investors wait and see during policy uncertainty? An examination of the dynamic relationships between policy uncertainty and exchange inflows of Bitcoin. Review of Behavioral Finance, 16(2), 234-247.

Rahmani, A., & Avdukic, A. (2022). A Maqasid-ul-Shari’ah Analysis of the Permissible Futures Trading in Islamic Financial Markets. European Journal of Islamic Finance, 9(3), 1-13. https://doi.org/10.13135/2421-2172/6800

Razak, D. B. A., Mohammed, M. O., Turkan, Y., & Kilic, E. (2024). Return and volatility interaction between Islamic indices and Bitcoin: A comparison of Türkiye and Malaysia. International Journal of Economics, Management and Accounting, 32(1), 149-168.

Sami, M., & Abdallah, W. (2021). How does the cryptocurrency market affect the stock market performance in the MENA region? Journal of Economic and Administrative Sciences, 37(4), 741-753.

S&P Dow Jones Indices. (2024). Dow Jones Islamic Market World Index. S&P Global. https://www.spglobal.com/spdji/en/indices/equity/dow-jones-islamic-market-world-index/#overview

Surtee, T. G., & Alagidede, I. P. (2023). A novel approach to using modern portfolio theory. Borsa Istanbul Review, 23(3), 527-540.

Tekin, B., & Yener, E. (2019). The causality between economic growth and stock market in developing and developed countries: Toda-Yamamoto approach. Theoretical & Applied Economics, 2(2).

Toda, H. Y., & Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of econometrics, 66(1-2), 225-250.

Trichilli, Y., & Boujelbéne, M. (2023). 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), 464-481.

Umar, Z., & Gubareva, M. (2020). A time–frequency analysis of the impact of the Covid-19 induced panic on the volatility of currency and cryptocurrency markets. Journal of Behavioral and Experimental Finance, 28, 100404. https://doi.org/10.1016/j.jbef.2020.100404

Umar, Z., Gubareva, M., & Teplova, T. (2022). The impact of COVID-19 induced panic on the return and volatility of precious metals. Journal of Behavioral and Experimental Finance, 35, 100657.

Veerasingam, N., & Teoh, A. P. (2023). Modeling cryptocurrency investment decision: evidence from Islamic emerging market. Journal of Islamic Marketing, 14(7), 1817-1835.

Wasiuzzaman, S., Azwan, A. N. M., & Nordin, A. N. H. (2023). Analysis of the performance of Islamic gold-backed cryptocurrencies during the bear market of 2020. Emerging Markets Review, 54, 100920.

Yadav, M. (2024). Behavioral biases of cryptocurrency investors: a prospect theory model to explain cryptocurrency returns. Review of Behavioral Finance.

Yao, S., Sensoy, A., Nguyen, D. K., & Li, T. (2024). Investor attention and cryptocurrency market liquidity: a double-edged sword. Annals of Operations Research, 334(1), 815-856.

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Published

2026-04-30

How to Cite

Alabi, A. (2026). Exploring the Causality Relationship Between Cryptocurrency Market and Islamic Stock Returns: A Toda-Yamamoto Approach. European Journal of Islamic Finance, 13(1), 35–51. https://doi.org/10.13135/2421-2172/11968

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Section

Peer-reviewed Articles

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