A COMPARATIVE ANALYSIS OF RETURNS AND RISK CHARACTERISTICS OF SHARIA-COMPLIANT TRADITIONAL AND DIGITAL ASSETS: EVIDENCE FROM THE BAHRAIN ISLAMIC INDEX (BIX) AND ISLAMIC COIN

Authors

DOI:

https://doi.org/10.15407/economyukr.2026.06.057

Keywords:

Islamic equities; Islamic cryptocurrencies; return; risk; BIX index; Islamic Coin

Abstract

This study provides a comparative analysis of the return and risk characteristics of Sharia-compliant traditional and digital assets, focusing on the Bahrain Islamic Index (BIX) and Islamic Coin over the period from November 3, 2023 to July 27, 2025. Weekly data are employed to ensure consistency across assets. Given the non-normal distribution of returns, the study adopts a non-parametric framework, including the Jarque–Bera and Kolmogorov–Smirnov tests for normality, the Mann–Whitney U test for return comparison, and the Brown–Forsythe test for variance analysis.

The empirical results indicate that Islamic Coin achieves a positive average return, while the BIX index exhibits negative average performance over the sample period. Furthermore, Islamic Coin demonstrates lower return variability compared to BIX. The Mann–Whitney U test confirms a statistically significant difference in return distributions, with Islamic Coin showing higher distributional ranks. In addition, the Brown–Forsythe test reveals significant differences in risk, indicating that BIX is characterized by greater return dispersion.

These findings suggest that Islamic Coin exhibits distinct return and risk dynamics compared to traditional Islamic equity indices, supporting its classification as an emerging asset class within Islamic finance. The study contributes to the growing literature on Islamic digital finance by providing empirical evidence on the comparative performance of Sharia-compliant assets.

References

Hassan, K., Aliyu, S., Saiti, B., Abdul Halim, Z. (2021). A review of Islamic stock market, growth and real-estate finance literature. International Journal of Emerging Markets. 07(17)/ 1259–1290. https://doi.org/10.1108/IJOEM-11-2019-1001

Aloui, C., Hammoudeh, S., Ben Hamida, H. (2015). Global factors driving structural changes in the co-movement between sharia stocks and sukuk in the Gulf Cooperation Council countries. The North American Journal of Economics and Finance. 31. 311–329. https://doi.org/10.1016/j.najef.2014.12.002

Bakar, N., Rosbi, S., Uzaki, K. (2017). Cryptocurrency Framework Diagnostics from Islamic Finance Perspective: A New Insight of Bitcoin System Transaction. International Journal of Management Science and Business Administration. 04(01). 19–28. https://doi.org/10.18775/ijmsba.1849-5664-5419.2014.41.1003

Oseni, U., Nazim, S. (2019). Fintech in Islamic Finance: Theory and Practice. New York, Routledge Taylor & Francis Group. 374 p. https://doi.org/10.4324/9781351025584

Suhendar, A., Suriani, S. (2025). Stock Market Dynamics and Jakarta Islamic Index Returns: An ARDL Approach. Journal of Islamic Economics and Finance. 14(01). 175–196. https://doi.org/10.22373/share.v14i1.23879

Boudt, K., Wajid Raza, M., Ashraf, D. (2019). Macro-financial regimes and performance of Shariah-compliant equity portfolios. Journal of International Financial Markets, Institutions and Money, 60. 252–266. https://doi.org/10.1016/j.intfin.2019.01.001

Aloui, C., Ben Hamida, H., Yarovaya, L. (2021). Are Islamic gold-backed cryptocurrencies different? Finance Research Letters. 39. 1–9. https://doi.org/10.1016/j.frl.2020.101615

Ali, F., Bouri, E., Naifar, N., Shahzad, S., Alahmad, M. (2022). An examination of whether gold-backed Islamic cryptocurrencies are safe havens for international Islamic equity markets. Research in International Business and Finance. 63. 1–26. https://doi.org/10.1016/j.ribaf.2022.101768

Albaity, M., Ahmad, R. (2008). Performance of Syariah and Composite Indices: Evidence from Bursa Malaysia. Asian Academy of Management Journal of Accounting and Finance. 04(01). 23–43. URL: https://ideas.repec.org/a/usm/journl/aamjaf00401_23-43.html

Abbes, B. (2012). Risk and Return of Islamic and Conventional Indices. Int J Euro-Mediter Stud. 05. 1–23. https://doi.org/10.1007/s40321-012-0001-9

Ahmad, A.-A., Walayet, A., Bhavik, P. (2020). Risk-Reward Trade-Off and Volatility Performance of Islamic Versus Conventional Stock Indices: Global Evidence. Review of Pacific Basin Financial Markets and Policies. 23(01). 1–29. https://doi.org/10.1142/S0219091520500022

Suryadi, S., Endri, E., Yasid, M. (2021). Risk and Return of Islamic and Conventional Indices on the Indonesia Stock Exchange. Journal of Asian Finance, Economics and Business. 08(03). 23–30. URL: https://www.researchgate.net/publication/354193012_Risk_and_Return_of_Islamic_and_Conventional_Indices_on_the_Indonesia_Stock_Exchange

Yukun, L., Aleh, T. (2021). Risks and Returns of Cryptocurrency. The Review of Financial Studies. 34(06). 2689–2727. https://doi.org/10.1093/rfs/hhaa113

Yoyok, P., Ahmad, A. (2021). Analysis on Risk, Real Returns, and Performance Measurement of Sharia Stocks and Non-sharia Stocks. Hikmatuna Journal for Integrative Islamic Studies. 07(01). 44–56. URL: https://e-journal.uingusdur.ac.id/hikmatuna/article/view/pps714

Barkai, I., Shushi, T., Rami, Y. (2021). A Cryptocurrency Risk–Return Analysis for Bull and Bear Regimes. The Journal of Alternative Investments. 24(01). 95–118. http://doi.org/10.3905/jai.2021.1.131

Nomran, N., Haron, R. (2021). The impact of COVID-19 pandemic on Islamic versus conventional stock markets: international evidence from fnancial markets. Future Business Journal. 07(33). 1–16. https://doi.org/10.1186/s43093-021-00078-5

Wuthisatian, P. (2022). Cryptocurrencies and Portfolio Performance. Does Cryptocurrency Help Improve the Portfolio Performance? Accounting, Finance & Governance Review. 29. 1–19. https://doi.org/10.52399/001c.74267

Grew, H. (2023). An empirical review of the relationship between risk and return of cryptocurrencies. Essex Student Journal. 14(01). 1–27. https://doi.org/10.5526/esj162

Neelam, H., Prasad, K. (2023). Performance Analysis of Select Cryptocurrencies And Stock Index In India – A Study. Journal of Namibian Studies. 35. 1210–1220. URL: https://namibian-studies.com/index.php/JNS/article/view/3738

Ahmadi, H. (2023). Is Cryptocurrency Risky as An Investment Instrument? Analysis of Return and Risk with A Comparison of Sharia Stocks. International Journal of Islamic Business Ethics. 08(01). 40–53. https://dx.doi.org/10.30659/ijibe.8.1.40-53

Zhou, J. (2025). Bitcoin's Risk-Return Pattern: A Comparative Analysis with Traditional Assets. Advances in Economics, Management and Political Sciences. 138. 150–159. https://doi.org/10.54254/2754-1169/2024.19212

Sridevi, K., Adankar, P. (2025). Comparative Risk-Return Analysis of Cryptocurrencies and Indian Stock Indices: Insights for Investors in Emerging and Traditional Markets. International Journal of Latest Technology in Engineering, Management & Applied Science. 14(05). 1041–1050. https://doi.org/10.51583/IJLTEMAS.2025.140500111

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Published

18.06.2026

How to Cite

HABI , M. C., & BENIKHLEF , M. (2026). A COMPARATIVE ANALYSIS OF RETURNS AND RISK CHARACTERISTICS OF SHARIA-COMPLIANT TRADITIONAL AND DIGITAL ASSETS: EVIDENCE FROM THE BAHRAIN ISLAMIC INDEX (BIX) AND ISLAMIC COIN. Economy of Ukraine, 69(6 (775), 57–72. https://doi.org/10.15407/economyukr.2026.06.057

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Section

Finance. Taxes. Investments