IDEAS home Printed from https://ideas.repec.org/a/eee/intfin/v57y2018icp160-184.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S104244311730197X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.intfin.2018.07.007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Back, Kerry, 2010. "Asset Pricing and Portfolio Choice Theory," OUP Catalogue, Oxford University Press, number 9780195380613.
    2. 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.
    3. 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.
    4. 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.
    5. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    6. 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.
    7. 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.
    8. repec:zbw:bofrdp:2012_022 is not listed on IDEAS
    9. repec:dau:papers:123456789/4688 is not listed on IDEAS
    10. Huang, Xiaoxia, 2008. "Portfolio selection with a new definition of risk," European Journal of Operational Research, Elsevier, vol. 186(1), pages 351-357, April.
    11. 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.
    12. Baker, Malcolm & Wurgler, Jeffrey & Yuan, Yu, 2012. "Global, local, and contagious investor sentiment," Journal of Financial Economics, Elsevier, vol. 104(2), pages 272-287.
    13. 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.
    14. Elyès Jouini & Olivier Pastré, 2009. "La Finance Islamique - Une solution à la crise ?," Post-Print halshs-00701937, HAL.
    15. repec:dau:papers:123456789/1744 is not listed on IDEAS
    16. 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.
    17. 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.
    18. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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).
    2. Khan, Salman & Azmat, Saad, 2020. "Debt externality in equity markets: Leveraged portfolios and Islamic indices," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 152-177.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. el Alaoui, AbdelKader Ouatik & Bacha, Obiyathulla Ismath & Masih, Mansur & Asutay, Mehmet, 2016. "Shari’ah screening, market risk and contagion: A multi-country analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 93-112.
    2. Akhter Mohiuddin Rather & V. N. Sastry & Arun Agarwal, 2017. "Stock market prediction and Portfolio selection models: a survey," OPSEARCH, Springer;Operational Research Society of India, vol. 54(3), pages 558-579, September.
    3. Levy, Haim & Levy, Moshe, 2014. "The benefits of differential variance-based constraints in portfolio optimization," European Journal of Operational Research, Elsevier, vol. 234(2), pages 372-381.
    4. Gupta, Pankaj & Mittal, Garima & Mehlawat, Mukesh Kumar, 2013. "Expected value multiobjective portfolio rebalancing model with fuzzy parameters," Insurance: Mathematics and Economics, Elsevier, vol. 52(2), pages 190-203.
    5. Brogan, Anita J. & Stidham Jr., Shaler, 2008. "Non-separation in the mean-lower-partial-moment portfolio optimization problem," European Journal of Operational Research, Elsevier, vol. 184(2), pages 701-710, January.
    6. Ehrmann, Michael & Osbat, Chiara & Stráský, Jan & Uusküla, Lenno, 2014. "The euro exchange rate during the European sovereign debt crisis – Dancing to its own tune?," Journal of International Money and Finance, Elsevier, vol. 49(PB), pages 319-339.
    7. Massimiliano Caporin & Grégory M. Jannin & Francesco Lisi & Bertrand B. Maillet, 2014. "A Survey On The Four Families Of Performance Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 28(5), pages 917-942, December.
    8. Chen, Jia & Li, Degui & Linton, Oliver & Lu, Zudi, 2016. "Semiparametric dynamic portfolio choice with multiple conditioning variables," Journal of Econometrics, Elsevier, vol. 194(2), pages 309-318.
    9. Mahmoud, Ola, 2022. "Second-order uncertainty and naive diversification," Economics Letters, Elsevier, vol. 216(C).
    10. Huang, Xiaoxia, 2008. "Portfolio selection with a new definition of risk," European Journal of Operational Research, Elsevier, vol. 186(1), pages 351-357, April.
    11. Irina Gemmo & Pierre-Carl Michaud & Olivia S. Mitchell, 2023. "Selection into Financial Education and Effects on Portfolio Choice," NBER Working Papers 31682, National Bureau of Economic Research, Inc.
    12. Rui Pedro Brito & Hélder Sebastião & Pedro Godinho, 2016. "Efficient skewness/semivariance portfolios," Journal of Asset Management, Palgrave Macmillan, vol. 17(5), pages 331-346, September.
    13. Graham Bird & Wenti Du & Thomas Willett, 2017. "Behavioral Finance and Efficient Markets: What does the Euro Crisis Tell us?," Open Economies Review, Springer, vol. 28(2), pages 273-295, April.
    14. J. de Dreu & J.A. Bikker, 2009. "Pension fund sophistication and investment policy," Working Papers 09-13, Utrecht School of Economics.
    15. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    16. Lu, Xin & Liu, Qiong & Xue, Fengxin, 2019. "Unique closed-form solutions of portfolio selection subject to mean-skewness-normalization constraints," Operations Research Perspectives, Elsevier, vol. 6(C).
    17. Olschewski, Sebastian & Diao, Linan & Rieskamp, Jörg, 2021. "Reinforcement learning about asset variability and correlation in repeated portfolio decisions," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    18. Jing-Rung Yu & Wan-Jiun Paul Chiou & Jian-Hong Yang, 2017. "Diversification benefits of risk portfolio models: a case of Taiwan’s stock market," Review of Quantitative Finance and Accounting, Springer, vol. 48(2), pages 467-502, February.
    19. Karma, Otto & Sander, Priit, 2006. "The impact of financial leverage on risk of equity measured by loss-oriented risk measures: An option pricing approach," European Journal of Operational Research, Elsevier, vol. 175(3), pages 1340-1356, December.
    20. Víctor Adame-García & Fernando Fernández-Rodríguez & Simón Sosvilla-Rivero, 2017. "“Resolution of optimization problems and construction of efficient portfolios: An application to the Euro Stoxx 50 index"," IREA Working Papers 201702, University of Barcelona, Research Institute of Applied Economics, revised Feb 2017.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:intfin:v:57:y:2018:i:c:p:160-184. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/intfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.