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Does low leverage minimise the impact of financial shocks? New optimisation strategies using Islamic stock screening for European portfolios

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  • Ouatik El-Alaoui, AbdelKader
  • Ismath Bacha, Obiyathulla
  • Masih, Mansur
  • Asutay, Mehmet

Abstract

This study embodies a preliminary endeavour at analysing the impact of leverage on portfolio behaviour, with specific reference to return and volatility, in the European stock markets, using the debt ratio as one of the important benchmarks for Islamic stock screening. Given the focus of Islamic stock screening on the debt ratio, we use data from 320 firms for eight European countries which were classified according to their level of debt and size. For this, the portfolio optimisation based Mean-Variance Efficient Frontier (MVEF), the Sharpe Ratio and the Capital Market Line (CML) were employed. Our findings tend to demonstrate that, under shocks, high leverage worsens the portfolio return, volatility, and value at risk. The results further point out that optimal portfolio composition is obtained through a high proportion of low debt funds in the case of two separate equity funds, of low debt and high debt portfolios respectively. The systematic risk of several portfolio strategies is further explored with regards to a benchmark of European index and market-wide, return and volatility shocks.

Suggested Citation

  • Ouatik El-Alaoui, AbdelKader & Ismath Bacha, Obiyathulla & Masih, Mansur & Asutay, Mehmet, 2018. "Does low leverage minimise the impact of financial shocks? New optimisation strategies using Islamic stock screening for European portfolios," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 57(C), pages 160-184.
  • Handle: RePEc:eee:intfin:v:57:y:2018:i:c:p:160-184
    DOI: 10.1016/j.intfin.2018.07.007
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    as
    1. Back, Kerry, 2010. "Asset Pricing and Portfolio Choice Theory," OUP Catalogue, Oxford University Press, number 9780195380613.
    2. repec:zbw:bofrdp:2012_022 is not listed on IDEAS
    3. repec:dau:papers:123456789/4688 is not listed on IDEAS
    4. Guglielmo Maria Caporale & Luis A. Gil‐Alana & James C. Orlando, 2016. "Linkages Between the US and European Stock Markets: A Fractional Cointegration Approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 143-153, April.
    5. Huang, Xiaoxia, 2008. "Portfolio selection with a new definition of risk," European Journal of Operational Research, Elsevier, vol. 186(1), pages 351-357, April.
    6. Aragon, George O. & Ferson, Wayne E., 2007. "Portfolio Performance Evaluation," Foundations and Trends(R) in Finance, now publishers, vol. 2(2), pages 83-190, November.
    7. Mink, Mark & de Haan, Jakob, 2013. "Contagion during the Greek sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 34(C), pages 102-113.
    8. Baker, Malcolm & Wurgler, Jeffrey & Yuan, Yu, 2012. "Global, local, and contagious investor sentiment," Journal of Financial Economics, Elsevier, vol. 104(2), pages 272-287.
    9. Carlson, Robert S., 1970. "Aggregate Performance of Mutual Funds, 1948–1967," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 5(1), pages 1-32, March.
    10. Amin, Gaurav S. & Kat, Harry M., 2003. "Hedge Fund Performance 1990–2000: Do the “Money Machines” Really Add Value?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(2), pages 251-274, June.
    11. Elyès Jouini & Olivier Pastré, 2009. "La Finance Islamique - Une solution à la crise ?," Post-Print halshs-00701937, HAL.
    12. Richard H. Thaler & Shlomo Benartzi, 2001. "Naive Diversification Strategies in Defined Contribution Saving Plans," American Economic Review, American Economic Association, vol. 91(1), pages 79-98, March.
    13. repec:dau:papers:123456789/1744 is not listed on IDEAS
    14. Hamada, Robert S, 1972. "The Effect of the Firm's Capital Structure on the Systematic Risk of Common Stocks," Journal of Finance, American Finance Association, vol. 27(2), pages 435-452, May.
    15. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    16. Philipp Mohl & David Sondermann, 2013. "Has political communication during the crisis impacted sovereign bond spreads in the euro area?," Applied Economics Letters, Taylor & Francis Journals, vol. 20(1), pages 48-61, January.
    17. Grootveld, Henk & Hallerbach, Winfried, 1999. "Variance vs downside risk: Is there really that much difference?," European Journal of Operational Research, Elsevier, vol. 114(2), pages 304-319, April.
    18. Wolfgang Polasek & Momtchil Pojarliev, 2004. "Global European portfolio construction: Does a changing volatility structure matter?," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 20(3), pages 265-280, July.
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    Cited by:

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    2. Xie, Qiwei & Cheng, Lu & Liu, Ranran & Zheng, Xiaolong & Li, Jingyu, 2023. "COVID-19 and risk spillovers of China's major financial markets: Evidence from time-varying variance decomposition and wavelet coherence analysis," Finance Research Letters, Elsevier, vol. 52(C).

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