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Role of Liquidity in Explaining Anomalous Returns: Evidence from Emerging Market

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  • Mohsin Sadaqat

    (National University of Science & Technology, Islamabad)

  • Hilal Anwar Butt

    (Institute of Business Administration, Karachi)

Abstract

This study investigated the role of liquidity in explaining the size and volatility related anomalies in Pakistan Stock Exchange (PSX), Pakistan. Using firm level data from 1993 until 2015, it is identified that these anomalies offer 30% to 50% annual returns in PSX. These returns are quite higher in comparison to comparable evidence for the most efficient market of the US. Furthermore, we rationalized these returns within the framework of Efficient Market Hypothesis (EMH). For this purpose, Liquidity Augmented Capital Asset Pricing Models (LCAPM) proposed by (Acharya & Pederson, 2005) has been used. Results indicate that higher returns are not a vindication of market inefficiency rather, a compensation to investors for being exposed to market and illiquidity related local risks. Moreover, this study also investigated the existence of diversification opportunities in PSX. It is found that PSX provides significant portfolio diversification opportunities to the international investors. These results are also replicated for other two relatively bigger emerging markets of India and Brazil with lesser diversification benefits. Results of this study indicate that liquidity is an important factor in pricing the return structure of equities in PSX. Investors should consider liquidity as a factor in asset pricing models to value their stocks/portfolios more efficiently.

Suggested Citation

  • Mohsin Sadaqat & Hilal Anwar Butt, 2017. "Role of Liquidity in Explaining Anomalous Returns: Evidence from Emerging Market," Business & Economic Review, Institute of Management Sciences, Peshawar, Pakistan, vol. 9(3), pages 1-35, September.
  • Handle: RePEc:bec:imsber:v:9:y:2017:i:3:p:1-35
    DOI: dx.doi.org/10.22547/BER/9.3.1
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    as
    1. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    2. Geert Bekaert & Campbell R. Harvey, 2000. "Foreign Speculators and Emerging Equity Markets," Journal of Finance, American Finance Association, vol. 55(2), pages 565-613, April.
    3. Amihud, Yakov & Mendelson, Haim & Pedersen, Lasse Heje, 2006. "Liquidity and Asset Prices," Foundations and Trends(R) in Finance, now publishers, vol. 1(4), pages 269-364, February.
    4. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    5. Sadka, Ronnie, 2006. "Momentum and post-earnings-announcement drift anomalies: The role of liquidity risk," Journal of Financial Economics, Elsevier, vol. 80(2), pages 309-349, May.
    6. Amihud, Yakov & Hameed, Allaudeen & Kang, Wenjin & Zhang, Huiping, 2015. "The illiquidity premium: International evidence," Journal of Financial Economics, Elsevier, vol. 117(2), pages 350-368.
    7. Amihud, Yakov & Mendelson, Haim, 1989. " The Effects of Beta, Bid-Ask Spread, Residual Risk, and Size on Stock Returns," Journal of Finance, American Finance Association, vol. 44(2), pages 479-486, June.
    8. Bengt Holmström & Jean Tirole, 2001. "LAPM: A Liquidity‐Based Asset Pricing Model," Journal of Finance, American Finance Association, vol. 56(5), pages 1837-1867, October.
    9. Lischewski, Judith & Voronkova, Svitlana, 2012. "Size, value and liquidity. Do They Really Matter on an Emerging Stock Market?," Emerging Markets Review, Elsevier, vol. 13(1), pages 8-25.
    10. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    11. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    12. Chiou, Wan-Jiun Paul & Lee, Alice C. & Chang, Chiu-Chi A., 2009. "Do investors still benefit from international diversification with investment constraints?," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 448-483, May.
    13. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    14. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2000. "Commonality in liquidity," Journal of Financial Economics, Elsevier, vol. 56(1), pages 3-28, April.
    15. Schwert, G. William, 2003. "Anomalies and market efficiency," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 15, pages 939-974, Elsevier.
    16. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    17. Geert Bekaert & Campbell R. Harvey & Christian Lundblad, 2007. "Liquidity and Expected Returns: Lessons from Emerging Markets," Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1783-1831, November.
    18. Lee, Kuan-Hui, 2011. "The world price of liquidity risk," Journal of Financial Economics, Elsevier, vol. 99(1), pages 136-161, January.
    19. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    20. Meric, Ilhan & Meric, Gulser, 1989. "Potential gains from international portfolio diversification and inter-temporal stability and seasonality in international stock market relationships," Journal of Banking & Finance, Elsevier, vol. 13(4-5), pages 627-640, September.
    21. Javed Iqbal, 2012. "Stock Market in Pakistan," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 11(1), pages 61-91, April.
    22. Bekaert, Geert & Harvey, Campbell R, 1995. "Time-Varying World Market Integration," Journal of Finance, American Finance Association, vol. 50(2), pages 403-444, June.
    23. John M. Griffin & Patrick J. Kelly & Federico Nardari, 2010. "Do Market Efficiency Measures Yield Correct Inferences? A Comparison of Developed and Emerging Markets," Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3225-3277, August.
    24. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    25. Liu, Weimin, 2006. "A liquidity-augmented capital asset pricing model," Journal of Financial Economics, Elsevier, vol. 82(3), pages 631-671, December.
    26. Maran Marimuthu, 2010. "The Co-Movements of the Regional Stock Markets and Some Implications on Risk Diversification," The IUP Journal of Applied Economics, IUP Publications, vol. 0(2), pages 61-80, April.
    27. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    28. Ozgur S. Ince & R. Burt Porter, 2006. "Individual Equity Return Data From Thomson Datastream: Handle With Care!," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 29(4), pages 463-479, December.
    29. Jamshed Y. Uppal, 1993. "The Internationalisation of the Pakistani Stock Market: An Empirical Investigation," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 32(4), pages 605-618.
    30. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    31. Geert Bekaert & Campbell Harvey & Christian T. Lundblad, 2003. "Equity market liberalization in emerging markets," Review, Federal Reserve Bank of St. Louis, vol. 85(Jul), pages 53-74.
    32. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    33. Eugene F. Fama & Kenneth R. French, 2016. "Dissecting Anomalies with a Five-Factor Model," Review of Financial Studies, Society for Financial Studies, vol. 29(1), pages 69-103.
    34. Datar, Vinay T. & Y. Naik, Narayan & Radcliffe, Robert, 1998. "Liquidity and stock returns: An alternative test," Journal of Financial Markets, Elsevier, vol. 1(2), pages 203-219, August.
    35. Iqbal, Javed, 2008. "Stock Market in Pakistan: An Overview," MPRA Paper 11868, University Library of Munich, Germany.
    36. Bekaert, Geert & Harvey, Campbell R., 2002. "Research in emerging markets finance: looking to the future," Emerging Markets Review, Elsevier, vol. 3(4), pages 429-448, December.
    37. Craig W. Holden & Stacey Jacobsen & Avanidhar Subrahmanyam, 2014. "The Empirical Analysis of Liquidity," Foundations and Trends(R) in Finance, now publishers, vol. 8(4), pages 263-365, December.
    38. Bekaert, Geert, 1995. "Market Integration and Investment Barriers in Emerging Equity Markets," The World Bank Economic Review, World Bank, vol. 9(1), pages 75-107, January.
    39. Mardy Chiah & Daniel Chai & Angel Zhong & Song Li, 2016. "A Better Model? An Empirical Investigation of the Fama–French Five-factor Model in Australia," International Review of Finance, International Review of Finance Ltd., vol. 16(4), pages 595-638, December.
    40. Naimat U Khan & Sajjad Khan, 2016. "Weak Form of Efficient Market Hypothesis: Evidence from Pakistan," Business & Economic Review, Institute of Management Sciences, Peshawar, Pakistan, vol. 8(SE), pages 1-18, March.
    41. Christian L Dunis & Gary Shannon, 2005. "Emerging markets of South-East and Central Asia: Do they still offer a diversification benefit?," Journal of Asset Management, Palgrave Macmillan, vol. 6(3), pages 168-190, October.
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    More about this item

    Keywords

    Zero-investment strategy; annual returns; Pakistan Stock Market; market risk; illiquidity risk; diversification.;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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