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Time-Frequency Based Dynamics of Decoupling or Integration between Islamic and Conventional Equity Markets

Author

Listed:
  • Muhammad Anas

    (Department of Management Sciences, COMSATS University Islamabad, Islamabad 46000, Pakistan)

  • Ghulam Mujtaba

    (Department of Management Sciences, COMSATS University Islamabad, Islamabad 46000, Pakistan)

  • Sadaf Nayyar

    (Department of Management Sciences, COMSATS University Islamabad, Islamabad 46000, Pakistan)

  • Saira Ashfaq

    (Department of Management Sciences, Bahria University Islamabad, Islamabad 44000, Pakistan)

Abstract

This paper investigates the decoupling and integration between the region-wise (Asia, Europe, Africa and the Americas) developed and emerging market’s equity pairs of Islamic and conventional stock returns with the focus on multi-horizons. In doing so, daily wavelet and ADCC-based stock returns correlations are estimated to capture the dynamics of time-frequency and the time-domain based correlations, respectively. The findings of this study indicate that at the short-term horizon, the all selected emerging and developed Islamic and conventional equity markets across all regions depict a high positive correlation, suggesting a rejection of the decoupling hypothesis. However, it is accepted for some of the developed markets of the Pacific region (Hong Kong and New Zealand), Europe (Ireland, Denmark and Spain) and emerging markets of Asia (China), Europe (Czech Republic) and Americas (Argentina and Peru) at a medium-term horizon. Moreover, in an examination of the comparative behaviors of the wavelet and ADCC-based Islamic-conventional correlations, the observed transitional behavior has been exemplified as the difference between the time-frequency and time-domain analysis. This study provides fruitful insights for investors who opt for cross-asset allocation and seek maximum portfolio diversification benefits.

Suggested Citation

  • Muhammad Anas & Ghulam Mujtaba & Sadaf Nayyar & Saira Ashfaq, 2020. "Time-Frequency Based Dynamics of Decoupling or Integration between Islamic and Conventional Equity Markets," JRFM, MDPI, vol. 13(7), pages 1-27, July.
    • Handle: RePEc:gam:jjrfmx:v:13:y:2020:i:7:p:156-:d:385921
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    as
    1. Hammoudeh, Shawkat & Mensi, Walid & Reboredo, Juan Carlos & Nguyen, Duc Khuong, 2014. "Dynamic dependence of the global Islamic equity index with global conventional equity market indices and risk factors," Pacific-Basin Finance Journal, Elsevier, vol. 30(C), pages 189-206.
    2. Zied Ftiti & Aviral Tiwari & Amél Belanès & Khaled Guesmi, 2015. "Tests of Financial Market Contagion: Evolutionary Cospectral Analysis Versus Wavelet Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 46(4), pages 575-611, December.
    3. 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.
    4. Dewandaru, Ginanjar & Rizvi, Syed Aun R. & Masih, Rumi & Masih, Mansur & Alhabshi, Syed Othman, 2014. "Stock market co-movements: Islamic versus conventional equity indices with multi-timescales analysis," Economic Systems, Elsevier, vol. 38(4), pages 553-571.
    5. repec:cii:cepiei:2014-q1-137-5 is not listed on IDEAS
    6. Saban Nazlioglu & Shawkat Hammoudeh & Rangan Gupta, 2015. "Volatility transmission between Islamic and conventional equity markets: evidence from causality-in-variance test," Applied Economics, Taylor & Francis Journals, vol. 47(46), pages 4996-5011, October.
    7. Baur, Dirk G. & McDermott, Thomas K., 2010. "Is gold a safe haven? International evidence," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1886-1898, August.
    8. Kenourgios, Dimitris & Naifar, Nader & Dimitriou, Dimitrios, 2016. "Islamic financial markets and global crises: Contagion or decoupling?," Economic Modelling, Elsevier, vol. 57(C), pages 36-46.
    9. Uddin, Gazi Salah & Hernandez, Jose Areola & Shahzad, Syed Jawad Hussain & Yoon, Seong-Min, 2018. "Time-varying evidence of efficiency, decoupling, and diversification of conventional and Islamic stocks," International Review of Financial Analysis, Elsevier, vol. 56(C), pages 167-180.
    10. Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006. "Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns," Journal of Financial Econometrics, Oxford University Press, vol. 4(4), pages 537-572.
    11. 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.
    12. Ms. Olga Krasicka & Sylwia Nowak, 2012. "What’s in it for Me? A Primeron Differences between Islamic and Conventional Finance in Malaysia," IMF Working Papers 2012/151, International Monetary Fund.
    13. El Mehdi, Imen Khanchel & Mghaieth, Asma, 2017. "Volatility spillover and hedging strategies between Islamic and conventional stocks in the presence of asymmetry and long memory," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 595-611.
    14. François Benhmad, 2013. "Bull or Bear markets," Post-Print hal-03062493, HAL.
    15. Buerhan Saiti & Obiyathulla I. Bacha & Mansur Masih, 2014. "The diversification benefits from Islamic investment during the financial turmoil: The case for the US-based equity investors," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 14(4), pages 196-211, December.
    16. Majdoub, Jihed & Mansour, Walid & Jouini, Jamel, 2016. "Market integration between conventional and Islamic stock prices," The North American Journal of Economics and Finance, Elsevier, vol. 37(C), pages 436-457.
    17. Bannigidadmath, Deepa & Narayan, Paresh Kumar, 2016. "Stock return predictability and determinants of predictability and profits," Emerging Markets Review, Elsevier, vol. 26(C), pages 153-173.
    18. Dirk G. Baur & Brian M. Lucey, 2010. "Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold," The Financial Review, Eastern Finance Association, vol. 45(2), pages 217-229, May.
    19. Rua, António & Nunes, Luís C., 2009. "International comovement of stock market returns: A wavelet analysis," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
    20. Walid Mensi & Shawkat Hammoudeh & Ahmet Sensoy & Seong-Min Yoon, 2017. "Analysing dynamic linkages and hedging strategies between Islamic and conventional sector equity indexes," Applied Economics, Taylor & Francis Journals, vol. 49(25), pages 2456-2479, May.
    21. el Alaoui, Abdelkader O. & Dewandaru, Ginanjar & Azhar Rosly, Saiful & Masih, Mansur, 2015. "Linkages and co-movement between international stock market returns: Case of Dow Jones Islamic Dubai Financial Market index," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 53-70.
    22. Fredj Jawadi & Nabila Jawadi & Waël Louhichi, 2014. "Conventional and Islamic stock price performance: An empirical investigation," International Economics, CEPII research center, issue 137, pages 73-87.
    23. Rizvi , Syed Aun R & Arshad , Shaista, 2014. "An Empirical Study of Islamic Equity as a Better Alternative during Crisis Using Multivariate GARCH DCC," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 22, pages 159-184.
    24. Azad, A.S.M.S. & Azmat, Saad & Chazi, Abdelaziz & Ahsan, Amirul, 2018. "Sailing with the non-conventional stocks when there is no place to hide," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 57(C), pages 1-16.
    25. Saâdaoui, Foued & Naifar, Nader & Aldohaiman, Mohamed S., 2017. "Predictability and co-movement relationships between conventional and Islamic stock market indexes: A multiscale exploration using wavelets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 482(C), pages 552-568.
    26. Ahmed,Habib & Mohieldin,Mahmoud & Verbeek,Jos & Aboulmagd,Farida Wael, 2015. "On the sustainable development goals and the role of Islamic finance," Policy Research Working Paper Series 7266, The World Bank.
    27. Peillex, Jonathan & Erragragui, Elias & Bitar, Mohammad & Benlemlih, Mohammed, 2019. "The contribution of market movements, asset allocation and active management to Islamic equity funds’ performance," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 32-38.
    28. Maher Hasan & Jemma Dridi, 2011. "The Effects Of The Global Crisis On Islamic And Conventional Banks: A Comparative Study," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 2(02), pages 163-200.
    29. 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.
    30. Naseri, Marjan & Masih, Mansur, 2014. "Integration and Comovement of Developed and Emerging Islamic Stock Markets: A Case Study of Malaysia," MPRA Paper 58799, University Library of Munich, Germany.
    31. Mansur Masih & Nazrol K. M. Kamil & Obiyathulla I. Bacha, 2018. "Issues in Islamic Equities: A Literature Survey," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(1), pages 1-26, January.
    32. Ahmed, Walid M.A., 2019. "Islamic and conventional equity markets: Two sides of the same coin, or not?," The Quarterly Review of Economics and Finance, Elsevier, vol. 72(C), pages 191-205.
    33. Roberto Guimarães-Filho & Mr. Gee Hee Hong, 2016. "Dynamic Connectedness of Asian Equity Markets," IMF Working Papers 2016/057, International Monetary Fund.
    34. Naseem Al Rahahleh & M. Ishaq Bhatti & Faridah Najuna Misman, 2019. "Developments in Risk Management in Islamic Finance: A Review," JRFM, MDPI, vol. 12(1), pages 1-22, February.
    35. Ramsey, James B. & Lampart, Camille, 1998. "Decomposition Of Economic Relationships By Timescale Using Wavelets," Macroeconomic Dynamics, Cambridge University Press, vol. 2(1), pages 49-71, March.
    36. Trabelsi, Nader & Naifar, Nader, 2017. "Are Islamic stock indexes exposed to systemic risk? Multivariate GARCH estimation of CoVaR," Research in International Business and Finance, Elsevier, vol. 42(C), pages 727-744.
    37. Benhmad, François, 2013. "Bull or bear markets: A wavelet dynamic correlation perspective," Economic Modelling, Elsevier, vol. 32(C), pages 576-591.
    38. Mensi, Walid & Hammoudeh, Shawkat & Reboredo, Juan C. & Nguyen, Duc Khuong, 2015. "Are Sharia stocks, gold and U.S. Treasury hedges and/or safe havens for the oil-based GCC markets?," Emerging Markets Review, Elsevier, vol. 24(C), pages 101-121.
    39. Dewandaru, Ginanjar & Masih, Rumi & Masih, A. Mansur M., 2016. "Contagion and interdependence across Asia-Pacific equity markets: An analysis based on multi-horizon discrete and continuous wavelet transformations," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 363-377.
    40. Luís Aguiar-Conraria & Maria Joana Soares, 2014. "The Continuous Wavelet Transform: Moving Beyond Uni- And Bivariate Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 28(2), pages 344-375, April.
    41. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    42. Majdoub, Jihed & Mansour, Walid, 2014. "Islamic equity market integration and volatility spillover between emerging and US stock markets," The North American Journal of Economics and Finance, Elsevier, vol. 29(C), pages 452-470.
    43. Ahmed, Habib & Elsayed, Ahmed H., 2019. "Are Islamic and conventional capital markets decoupled? Evidence from stock and bonds/sukuk markets in Malaysia," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 56-66.
    44. Umar, Zaghum, 2017. "Islamic vs conventional equities in a strategic asset allocation framework," Pacific-Basin Finance Journal, Elsevier, vol. 42(C), pages 1-10.
    45. Ibrahim, Mansor H., 2015. "Issues in Islamic banking and finance: Islamic banks, Shari’ah-compliant investment and sukuk," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 185-191.
    46. Paltrinieri, Andrea & Dreassi, Alberto & Migliavacca, Milena & Piserà, Stefano, 2020. "Islamic finance development and banking ESG scores: Evidence from a cross-country analysis," Research in International Business and Finance, Elsevier, vol. 51(C).
    47. Narayan, Paresh Kumar & Bannigidadmath, Deepa, 2017. "Does Financial News Predict Stock Returns? New Evidence from Islamic and Non-Islamic Stocks," Pacific-Basin Finance Journal, Elsevier, vol. 42(C), pages 24-45.
    48. Randall S. Kroszner & Robert J. Shiller, 2011. "Reforming U.S. Financial Markets," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262015455 edited by Benjamin M. Friedman, April.
    49. Muhammad Usman & Muhammad Ali Qamar Jibran & Rafi Amir-ud-Din & Waheed Akhter, 2019. "Decoupling hypothesis of Islamic stocks: Evidence from copula CoVaR approach," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 19(Supplemen), pages 56-63, August.
    50. Christian Walkshäusl & Sebastian Lobe, 2012. "Islamic investing," Review of Financial Economics, John Wiley & Sons, vol. 21(2), pages 53-62, April.
    51. Hkiri, Besma & Hammoudeh, Shawkat & Aloui, Chaker & Yarovaya, Larisa, 2017. "Are Islamic indexes a safe haven for investors? An analysis of total, directional and net volatility spillovers between conventional and Islamic indexes and importance of crisis periods," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 124-150.
    52. Narayan, Paresh Kumar & Phan, Dinh Hoang Bach, 2017. "Momentum strategies for Islamic stocks," Pacific-Basin Finance Journal, Elsevier, vol. 42(C), pages 96-112.
    53. Gallegati, Marco & Ramsey, James B., 2013. "Bond vs stock market's Q: Testing for stability across frequencies and over time," Journal of Empirical Finance, Elsevier, vol. 24(C), pages 138-150.
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