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Switching spillovers and connectedness between Sukuk and international Islamic stock markets

Author

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  • Mensi, Walid
  • Lee, Yeonjeong
  • Al-Kharusi, Sami
  • Yoon, Seong-Min

Abstract

This study examines the switching volatility spillovers and connectedness between the Dow Jones Sukuk and global and two regional Islamic stock markets (World, Asia, and Europe). Using the Markov switching-vector autoregression and spillover index models, we show that Islamic stock markets are significantly affected by their own shocks under the low-volatility regime (Regime 1), whereas the results are insignificant under the high-volatility regime (Regime 2), except for the World Islamic markets. Similarly, Sukuk is affected by its own shocks, and the magnitude of the spillover increases in a high-volatility regime. Sukuk has an insignificant impact on Islamic stocks in Regime 1 and the effect becomes significant in Regime 2. Moreover, the likelihood of transition is more persistent in Regime 1 than in Regime 2. In addition, the shifts from one regime to another are more persistent than those in the opposite sense. Furthermore, the World Islamic stock markets are the net contributors of spillover to Sukuk for all regimes, and their capacity for spillover increases in Regime 2, whereas Sukuk is the net receiver of spillover for both regimes. In contrast, the ability of the European and Asian Islamic markets as net contributors decreases in Regime 2, and the contribution of Sukuk spillovers increases. Portfolio risk analysis under low- and high-volatility regimes is also discussed.

Suggested Citation

  • Mensi, Walid & Lee, Yeonjeong & Al-Kharusi, Sami & Yoon, Seong-Min, 2024. "Switching spillovers and connectedness between Sukuk and international Islamic stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
  • Handle: RePEc:eee:pacfin:v:84:y:2024:i:c:s0927538x24000696
    DOI: 10.1016/j.pacfin.2024.102318
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    as
    1. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    2. Shahzad, Syed Jawad Hussain & Ferrer, Román & Ballester, Laura & Umar, Zaghum, 2017. "Risk transmission between Islamic and conventional stock markets: A return and volatility spillover analysis," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 9-26.
    3. Brian H. Boyer & Tomomi Kumagai & Kathy Yuan, 2006. "How Do Crises Spread? Evidence from Accessible and Inaccessible Stock Indices," Journal of Finance, American Finance Association, vol. 61(2), pages 957-1003, April.
    4. Balli, Faruk & Billah, Mabruk & Balli, Hatice Ozer & De Bruin, Anne, 2022. "Spillovers between Sukuks and Shariah-compliant equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    5. Lin, Ling & Zhou, Zhongbao & Jiang, Yong & Ou, Yangchen, 2021. "Risk spillovers and hedge strategies between global crude oil markets and stock markets: Do regime switching processes combining long memory and asymmetry matter?," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    6. Yilmaz, Mustafa K. & Sensoy, Ahmet & Ozturk, Kevser & Hacihasanoglu, Erk, 2015. "Cross-sectoral interactions in Islamic equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 32(C), pages 1-20.
    7. Segnon, Mawuli & Gupta, Rangan & Wilfling, Bernd, 2024. "Forecasting stock market volatility with regime-switching GARCH-MIDAS: The role of geopolitical risks," International Journal of Forecasting, Elsevier, vol. 40(1), pages 29-43.
    8. Aloui, Chaker & Hammoudeh, Shawkat & Hamida, Hela Ben, 2015. "Co-movement between sharia stocks and sukuk in the GCC markets: A time-frequency analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 69-79.
    9. Aloui, Chaker & Hammoudeh, Shawkat & Hamida, Hela ben, 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, Elsevier, vol. 31(C), pages 311-329.
    10. Godlewski, Christophe J. & Turk-Ariss, Rima & Weill, Laurent, 2013. "Sukuk vs. conventional bonds: A stock market perspective," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 745-761.
    11. Li, Yanshuang & Shi, Yujie & Shi, Yongdong & Yi, Shangkun & Zhang, Weiping, 2023. "COVID-19 vaccinations and risk spillovers: Evidence from Asia-Pacific stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    12. Mensi, Walid & Reboredo, Juan C. & Ugolini, Andrea, 2021. "Price-switching spillovers between gold, oil, and stock markets: Evidence from the USA and China during the COVID-19 pandemic," Resources Policy, Elsevier, vol. 73(C).
    13. Reboredo, Juan C. & Ugolini, Andrea, 2020. "Price spillovers between rare earth stocks and financial markets," Resources Policy, Elsevier, vol. 66(C).
    14. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    15. Kang, Sang Hoon & Arreola Hernandez, Jose & Rehman, Mobeen Ur & Shahzad, Syed Jawad Hussain & Yoon, Seong-Min, 2023. "Spillovers and hedging between US equity sectors and gold, oil, islamic stocks and implied volatilities," Resources Policy, Elsevier, vol. 81(C).
    16. Arfaoui, Mongi & Chkili, Walid & Ben Rejeb, Aymen, 2022. "Asymmetric and dynamic links in GCC Sukuk-stocks: Implications for portfolio management before and during the COVID-19 pandemic," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
    17. Ajmi, Ahdi Noomen & Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sarafrazi, Soodabeh, 2014. "How strong are the causal relationships between Islamic stock markets and conventional financial systems? Evidence from linear and nonlinear tests," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 28(C), pages 213-227.
    18. Hasan, Md. Bokhtiar & Rashid, Md. Mamunur & Shafiullah, Muhammad & Sarker, Tapan, 2022. "How resilient are Islamic financial markets during the COVID-19 pandemic?," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
    19. Yarovaya, Larisa & Elsayed, Ahmed H. & Hammoudeh, Shawkat, 2021. "Determinants of Spillovers between Islamic and Conventional Financial Markets: Exploring the Safe Haven Assets during the COVID-19 Pandemic," Finance Research Letters, Elsevier, vol. 43(C).
    20. Jung, R.C. & Maderitsch, R., 2014. "Structural breaks in volatility spillovers between international financial markets: Contagion or mere interdependence?," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 331-342.
    21. Bahrami, Afsaneh & Shamsuddin, Abul & Uylangco, Katherine, 2019. "Are advanced emerging market stock returns predictable? A regime-switching forecast combination approach," Pacific-Basin Finance Journal, Elsevier, vol. 55(C), pages 142-160.
    22. Rabbani, Mustafa Raza & Billah, Syed Mabruk & Shaik, Muneer & Rahman, Mashuk & Boujlil, Rhada, 2023. "Dynamic connectedness, spillover, and optimal hedging strategy among FinTech, Sukuk, and Islamic equity markets," Global Finance Journal, Elsevier, vol. 58(C).
    23. Aloui, Chaker & Hammoudeh, Shawkat & Hamida, Hela Ben, 2015. "Price discovery and regime shift behavior in the relationship between sharia stocks and sukuk: A two-state Markov switching analysis," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 121-135.
    24. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
    25. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    26. Ser-Huang Poon & Clive W.J. Granger, 2003. "Forecasting Volatility in Financial Markets: A Review," Journal of Economic Literature, American Economic Association, vol. 41(2), pages 478-539, June.
    27. Chang, Meng-Shiuh & Kung, Chih-Chun & Chen, Meng-Wei & Tian, Yuan, 2021. "Volatility regime, inverted asymmetry, contagion, and flights in the gold market," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    28. repec:bla:jfinan:v:44:y:1989:i:1:p:1-17 is not listed on IDEAS
    29. Ariel J. Sun & Jorge A. Chan-Lau, 2017. "Financial networks and interconnectedness in an advanced emerging market economy," Quantitative Finance, Taylor & Francis Journals, vol. 17(12), pages 1833-1858, December.
    30. Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388, December.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Sukuk; Islamic stocks; Regime switching; Spillovers; MS-VAR model; Downside risk;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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