Volatility Spillovers between Bitcoin and Indonesian Stock Markets: Evidence from Islamic and Conventional Equity Indices


International Research Journal of Economics and Management Studies
© 2026 by IRJEMS
Volume 5  Issue 6
Year of Publication : 2026
Authors : Mqinisi Sibanda, Abdul Moin
irjems doi : 10.56472/25835238/IRJEMS-V5I6P103

Citation:

Mqinisi Sibanda, Abdul Moin. "Volatility Spillovers between Bitcoin and Indonesian Stock Markets: Evidence from Islamic and Conventional Equity Indices" International Research Journal of Economics and Management Studies, Vol. 5, No. 6, pp. 23-37, 2026. Crossref. http://doi.org/10.56472/25835238/IRJEMS-V5I6P103

Abstract:

This study examines the volatility spillover effects between Bitcoin and Indonesian stock markets while assessing the effectiveness of Sharia screening in insulating Indonesian Islamic stocks from external crypto shocks, relative to conventional equity markets during periods of financial stress. Using daily data from January 2018 to December 2024, the study employs GARCH (1,1), Granger causality, Dynamic Conditional Correlation (DCC-GARCH), and the Diebold–Yilmaz spillover index to analyze volatility persistence, return transmission, and market connectedness between Bitcoin, the Indonesian Stock Exchange Index (IDX), and the Jakarta Islamic Index (JII). The findings highlight that volatility persistence strengthened following the COVID-19 pandemic, while Granger causality results reveal a unidirectional transmission running from Bitcoin to Indonesian equity markets during the post-COVID period. DCC-GARCH estimates further show weak but increasing time-varying correlations between Bitcoin and both stock indices, suggesting a gradual strengthening of market integration. However, the Islamic stock index does not exhibit significantly lower correlation or spillover exposure relative to the conventional market during periods of heightened Bitcoin volatility. Overall, the findings suggest that Sharia screening alone may provide limited insulation from cryptocurrency-related financial contagion during turbulent market conditions.

References:

[1] G. Setiawan and T. Oktavia, “Understanding the Drivers of Millenial’s Adoption of Cryptocurrency Investment Applications in Indonesia,” Journal of Information Systems Engineering and Management, vol. 10, no. 42s, pp. 106–119, May 2025, doi: 10.52783/JISEM.V10I42S.7860.
[2] E. Lakilaki, W. P. Suyono, A. Hidayat, N. Jumriantunnisah, and F. P. Wardani, “The Potential Economic Impacts of Cryptocurrency in Indonesia: A Systematic Literature Review,” Jurnal Semesta Ilmu Manajemen dan Ekonomi, vol. 1, no. 3, pp. 250–270, Mar. 2025, doi: 10.71417/J-SIME.V1I3.268.
[3] R. Chandra, “INTERMARKET INFLUENCE BETWEEN TRADITIONAL STOCK MARKETS AND CRYPTOCURRENCIES: A CASE STUDY OF JSX AND BTC,” JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis dan Inovasi Universitas Sam Ratulangi)., vol. 11, no. 2, pp. 1252–1272, Apr. 2024, doi: 10.35794/JMBI.V11I1.57609.
[4] D. Kenourgios, N. Naifar, and D. Dimitriou, “Islamic financial markets and global crises: Contagion or decoupling?,” Econ. Model., vol. 57, pp. 36–46, Sep. 2016, doi: 10.1016/J.ECONMOD.2016.04.014.
[5] A. H. Elsayed, H. Ahmed, and M. Husam Helmi, “Determinants of financial stability and risk transmission in dual financial system: Evidence from the COVID pandemic,” Journal of International Financial Markets, Institutions and Money, vol. 85, p. 101784, Jun. 2023, doi: 10.1016/J.INTFIN.2023.101784.
[6] M. Sahabuddin, M. A. Islam, M. I. Tabash, M. K. Alam, L. N. Daniel, and I. I. Mostafa, “Dynamic Conditional Correlation and Volatility Spillover between Conventional and Islamic Stock Markets: Evidence from Developed and Emerging Countries,” Journal of Risk and Financial Management 2023, Vol. 16, Page 111, vol. 16, no. 2, p. 111, Feb. 2023, doi: 10.3390/JRFM16020111.
[7] P. Sinlapates, T. Sriwong, and S. Chancharat, “Risk Spillovers between Bitcoin and ASEAN+6 Stock Markets before and after COVID-19 Outbreak: A Comparative Analysis with Gold,” Journal of Risk and Financial Management 2023, Vol. 16, Page 103, vol. 16, no. 2, p. 103, Feb. 2023, doi: 10.3390/JRFM16020103.
[8] B. A. Ibrahim, A. A. Elamer, T. H. Alasker, M. A. Mohamed, and H. A. Abdou, “Volatility contagion between cryptocurrencies, gold and stock markets pre-and-during COVID-19: evidence using DCC-GARCH and cascade-correlation network,” Financial Innovation, vol. 10, no. 1, pp. 1–28, Dec. 2024, doi: 10.1186/S40854-023-00605-Z/FIGURES/7.
[9] H. Zeng, R. Lu, and A. D. Ahmed, “Dynamic dependencies and return connectedness among stock, gold and Bitcoin markets: Evidence from South Asia and China,” Equilibrium. Quarterly Journal of Economics and Economic Policy, vol. 18, no. 1, pp. 49–87, Mar. 2023, doi: 10.24136/EQ.2023.002.
[10] Hugo Prasetyo Winotoatmojo, “Volatility Spillover Dynamics Among Crypto Assets (Bitcoin, Solana, Ethereum); Relationship to the Indonesian Capital Market Index.,” Jurnal Teknologi dan Manajemen Industri Terapan, vol. 5, no. 2, pp. 929–933, May 2026, doi: 10.55826/JTMIT.V5I2.1800.
[11] W. Li, “Analysis of Financial Market Efficiency,” International Journal of Global Economics and Management, vol. 2, no. 2, pp. 244–253, Apr. 2024, doi: 10.62051/IJGEM.V2N2.31.
[12] E. F. Fama, “Efficient Capital Markets: A Review of Theory and Empirical Work,” J. Finance, vol. 25, no. 2, p. 383, May 1970, doi: 10.2307/2325486.
[13] H. J. Kang, S. G. Lee, and S. Y. Park, “Information Efficiency in the Cryptocurrency Market:The Efficient-Market Hypothesis,” Journal of Computer Information Systems, vol. 62, no. 3, pp. 622–631, May 2022, doi: 10.1080/08874417.2021.1872046;WGROUP:STRING:PUBLICATION.
[14] R. W. Kolb, “What is Financial Contagion?,” in Financial Contagion: The Viral Threat to the Wealth of Nations, John Wiley and Sons, 2011, pp. 1–10. doi: 10.1002/9781118267646.CH1.
[15] Roberto. Rigobon, “Contagion, spillover and interdependence,” p. 21, 2016, doi: 10.2866/81991.
[16] R. Engle, “Dynamic conditional correlation: A simple class of multivariate generalized Autoregressive Conditional Heteroskedasticity Models,” Journal of Business & Economic Statistics, vol. 20, no. 3, pp. 339–350, Jul. 2002, doi: 10.1198/073500102288618487.
[17] Abbas. Mirakhor and Zamir. Iqbal, “An introduction to Islamic Finance: Theory and Practice,” 2013, Accessed: Oct. 31, 2025. [Online]. Available: https://books.google.com/books/about/An_Introduction_to_Islamic_Finance.html?id=SbVUt5X0R5MC
[18] M. A. Al-Jarhi, “An economic theory of Islamic finance,” ISRA International Journal of Islamic Finance, vol. 9, no. 2, pp. 117–132, Dec. 2017, doi: 10.1108/IJIF-07-2017-0007/FULL/PDF.
[19] A. M. Kutluğhan Savaş ÖKTE, “FUNDAMENTALS OF ISLAMIC ECONOMY AND FINANCE: THEORY AND PRACTICE İSLAM EKONOMİSİ VE FİNANSININ TEMELLERİ: TEORİ VE UYGULAMA,” Electronic Journal of Social Sciences info@esosder.org Kış-2010 C.9 S, vol. 31, pp. 180–208, 2010, Accessed: Nov. 02, 2025. [Online]. Available: www.esosder.org
[20] A. Farikhin and H. Mulyasari, “Gharar, Fraud and Dispute in Islamic Business Transaction an Islamic Law Perspectives,” International Economic and Finance Review, vol. 1, no. 2, pp. 40–53, Sep. 2022, doi: 10.56897/IEFR.V1I2.18.
[21] M. A. Uddin, “Principles of Islamic Finance: Prohibition of Riba, Gharar and Maysir,” Oct. 2015.
[22] Chris. Brooks, Introductory econometrics for finance. Cambridge University Press, 2008.
[23] F. Diebold, K. Yilmaz, F. Diebold, and K. Yilmaz, “On the Past, Present, and Future of the Diebold-Yilmaz Approach to Dynamic Network Connectedness,” 2022, Accessed: May 17, 2026. [Online]. Available: https://EconPapers.repec.org/RePEc:koc:wpaper:2207
[24] A. Saleem, J. Bárczi, and J. Sági, “COVID-19 and Islamic Stock Index: Evidence of Market Behavior and Volatility Persistence,” Journal of Risk and Financial Management 2021, Vol. 14, Page 389, vol. 14, no. 8, p. 389, Aug. 2021, doi: 10.3390/JRFM14080389.
[25] B. Setiawan, M. Ben Abdallah, M. Fekete-Farkas, R. J. Nathan, and Z. Zeman, “GARCH (1,1) Models and Analysis of Stock Market Turmoil during COVID-19 Outbreak in an Emerging and Developed Economy,” Journal of Risk and Financial Management 2021, Vol. 14, Page 576, vol. 14, no. 12, p. 576, Dec. 2021, doi: 10.3390/JRFM14120576.
[26] U. Ünlü and V. Bayram, “Analysis of Bitcoin Volatility during the COVID-19 Pandemic: An Examination Using ARCH and GARCH Models,” Journal of Research in Economics Politics and Finance, vol. 9, no. 4, pp. 812–831, Dec. 2024, doi: 10.30784/EPFAD.1588310.
[27] Y. Kakinuma, “Nexus between Southeast Asian stock markets, bitcoin and gold: spillover effect before and during the COVID-19 pandemic,” Journal of Asia Business Studies, vol. 16, no. 4, pp. 693–711, Jun. 2022, doi: 10.1108/JABS-02-2021-0050.
[28] H. Zeng and A. D. Ahmed, “Market integration and volatility spillover across major East Asian stock and Bitcoin markets: an empirical assessment,” International Journal of Managerial Finance, vol. 19, no. 4, pp. 772–802, Jul. 2023, doi: 10.1108/IJMF-03-2021-0161.
[29] N. Balcı and B. Gürel, “Time-Varying Correlations and Volatility Spillovers Between Cryptocurrencies and Islamic Equity Indices: Indonesia, Pakistan and India,” Dumlupınar Üniversitesi Sosyal Bilimler Dergisi, vol. 88, no. 88, pp. 218–237, Jan. 2026, doi: 10.51290/DPUSBE.1756468.
[30] W. Newey and K. West, “A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,” Applied Econometrics, vol. 33, no. 1, pp. 125–132, 2014, doi: 10.2307/1913610.
[31] K. Komarudin and D. Magfiroh, “CRYPTOCURRENCY VOLATILITY AND ITS SPILLOVER EFFECTS ON ASEAN STOCK MARKETS,” Journal of Management Economic and Financial, vol. 2, no. 3, pp. 137–147, Oct. 2025, doi: 10.46799/JMEF.V2I3.172.
[32] K. Panyagometh, “The effect of COVID-19 and U.S. monetary policy on Bitcoin and stock market volatility: an application of DCC-GARCH model,” Humanities and Social Sciences Communications 2024 11:1, vol. 11, no. 1, pp. 1735-, Dec. 2024, doi: 10.1057/s41599-024-04260-2.
[33] R. C. Arffa, “Expert Financial Planning: Investment strategies from industry leaders,” John Wiley & Sons, Inc., 2001, pp. 126–138. Accessed: Oct. 29, 2025. [Online]. Available: https://books.google.com/books/about/Expert_Financial_Planning.html?id=MNlg24eXXh4C

Keywords:

Bitcoin (BTC), Volatility Spillover, Islamic Equity Markets, Indonesia, Sharia Screening, Financial Contagion, GARCH (1.1), DCC-GARCH.