Are Islamic risk factors blessings or curse for stock return? evidence from Malaysia based on dynamic GMM and quantile regression approaches

Hosen, Mosharrof and Masih, Mansur (2017): Are Islamic risk factors blessings or curse for stock return? evidence from Malaysia based on dynamic GMM and quantile regression approaches.

Abstract

This paper is motivated by the heightened interest in investing in Islamic equities. The paper is the first attempt at analysing the Islamic-effect in a cross-sectional stock return framework to individual 141 Islamic and non- Islamic firms using the dynamic GMM and Quantile regression techniques and we believe this is the first paper that investigates the Islamic-effect in such a context. We combine a unique Malaysian data set of individual Islamic stocks (as opposed to aggregate stock indices) since 1997 with a new method where we apply Islamic business activity and financial ratio screens to the universe of Malaysian stocks. Results tend to indicate that there is no significant relationship between Malaysian Islamic firms and average stock returns. We extend our results by using a Quantile regression approach to show that the non-significant Islamic effect is, in fact, changing at different percentiles that affect the cross-sectional expected returns of Malaysian common stocks. Results tend to show that some focus variables like market value and book to market and control variable, oil price are not significant at different percentiles, and this result has important implications for the growing Islamic finance industry around the world.

• Item Type: MPRA Paper
• Language: English
• Keywords: Islamic risk factors, Islamic equities, Malaysia, Dynamic GMM, Quantile regression
• Subjects: C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C58 - Financial Econometrics; E - Macroeconomics and Monetary Economics > E4 - Money and Interest Rates > E44 - Financial Markets and the Macroeconomy; G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets

References

Al-Khazali, O., Lean, H. H., & Samet, A. (2014). Do Islamic stock indices outperform conventional stock indices? A stochastic dominance approach. Pacific-Basin Finance Journal, 28, 29- 46.

Al-Shakfa, O. & Lypny, G. (2011). Islamic investment and the cost of observance. Journal of Investing, 20(2), 101–109.

Abdullah, A. M., Saiti, B., & Masih, M. (2016). The impact of crude oil price on Islamic stock indices of South East Asian countries: Evidence from MGARCH-DCC and Wavelet approaches. Borsa Istanbul Review, 16 (4), 219 -232

Ashraf, D. (2016). Does Shari’ah screening cause abnormal returns? Empirical evidence from Islamic equity indices. Journal of Business Ethics, 134(2), 209 -228.

Abdullah, F., Hassan, T., & Mohamad, S. (2007). Investigation of performance of Malaysian Islamic unit trust funds. Managerial Finance, 33 (2), 142-153.

Alam, N. & Rajjaque, M.S. (2010). Shariah-compliant equities: Empirical evaluation of performance in the European market during credit crunch. Journal of Financial Services Marketing, 15(3), 228–240.

Dewandaru, G., Bacha, O.I., Masih, M. & Masih, R. (2015). Risk-return characteristics of Islamic equity indices: Multi-timescales analysis. Journal of Multinational Financial Management, 29, 115 – 138.

Ernst & Young, 2013, World Islamic banking competitiveness report, December.

Girard, E. & Hassan, M.K. (2008). Is there a cost to faith-based investing? Evidence from FTSE indices. Journal of Investing, 17, 112 – 121.

Hakim, S., & Rashidian, M. (2004). How costly is investor’s compliance to Sharia? Paper presented at the 11th Economic Research Forum Annual Conference, Beirut, Lebanon, October,14-16.

Hakim, S. & Rashidian, M. (2002). Risk and return of Islamic stock market indexes. 9th Economic Research Forum Annual Conference in Sharjah, UAE, October, 26-28.

Hashim, N., 2008. The FTSE global Islamic and the risk dilemma. AIUB Business and Economics Working Paper Series.

Hassan, A., & Antoniou, A. (2006), Equity Fund’s Islamic Screening: Effects on its Financial Performance. In Ali, S. & Ahmad, A (eds), Islamic Banking and Finance: Fundamentals and Contemporary Issues. IRTI, Jeddah. Saudi Arabia.

Hoepner, A. G. F., Rammal, H. G., & Rezec, M. (2011) Islamic mutual funds' financial performance and international investment style: evidence from 20 countries. European Journal of Finance, 17 (9-10), 828-850.

Hassan, A, Antoniou, A., & Paudyal, D. K. (2005). Impact of Ethical Screening on Investment Performance: The Case of the Dow Jones Islamic Index. Islamic Economic Studies, 12 (2), 67-97

Kabir, S. H., Bacha, O. I., & Masih, M. (2013). Are Islamic equities immune to global financial turmoil? An investigation of the time varying Correlation and Volatility of Islamic Equity Returns, Australian Journal of Basic and Applied Sciences, 7 (7), 686 – 701.

Kamil, N. K. M., Alhabshi, S. O., Bacha, O. I., and Masih, M. (2014). Heads we win, tails you lose: Is there equity in Islamic equity funds? Pacific-Basin Finance Journal, 28, 7 -28.

Mansor, F., & Bhatti, M.I. (2011). Risk and return analysis on performance of the Islamic mutual funds: Evidence from Malaysia. Global Economy and Finance Journal, 4(1), 19–31.

Merdad, H.J., Hassan, M.K. & Hippler III, W.J. (2015). The Islamic risk factor in expected stock returns: An empirical study in Saudi Arabia. Pacific-Basin Finance Journal, 34, 293 –314.

Majdoub, J., & Mansour, W. (2013). Islamic equity market integration and volatility spillover between emerging and U.S. stock markets. North American Journal of Economics and Finance, 29, 452- 470.

Peillex, J. & Ureche-Rangau, L. (2013). Is there a place for a Shariah-Compliant index on the Paris stock market? International Journal of Business, 18(2), 131 – 150.

Saiti, B., Bacha, O.I. & Masih, M. (2014). The diversification benefits from Islamic investment during the financial turmoil: The case for the US-based equity investors. Borsa Istanbul Review, 14(4), 196 – 211

Salina, H. K. (2013). The global financial crisis and the integration of Islamic stock markets in developed and developing countries. Asian Academy of Management Journal of Accounting, 9(2), 75 - 94.

Saiti, B., Bacha, O. I., & Masih, M. (2016). Testing the conventional and Islamic financial market contagion: Evidence from wavelet analysis. Emerging Markets Finance and Trade, 52(8), 1832 -1849.

Walkshausl, C. & Lobe, S. (2012). Islamic investing. Review of Financial Economics, 21, 53 –62