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Stock Market Efficiency and Size of the Firm: Empirical Evidence from Pakistan

Author

Listed:
  • Ikram ul Haq

    (COMSATS Institute of Information Technology, Pakistan)

  • Kashif Rashid

    (COMSATS Institute of Information Technology, Pakistan)

Abstract

The purpose of this paper is to examine the relationship between firm size and excess stock returns in Pakistani market. We construct a set of 10 portfolios based on size i.e., market capitalization, total assets and sales for the period between 2007 and 2011, and analyze the annual stock returns by using sorting and Fama & Macbeth model. The results of the study indicate a prominent size effect where smaller firm or size portfolios are found to have a greater average annual excess returns than bigger firm or size portfolios during the period under analysis. We find that small firms have significantly greater excess returns than larger firms. The study has strong implications for mutual funds managers, investment analysts as well as small investors who are continuously at a lookout for the trading strategies that beat the market.

Suggested Citation

  • Ikram ul Haq & Kashif Rashid, 2014. "Stock Market Efficiency and Size of the Firm: Empirical Evidence from Pakistan," Oeconomics of Knowledge, Saphira Publishing House, vol. 6(1), pages 10-31, March.
  • Handle: RePEc:eok:journl:v:6:y:2014:i:1:p:10-31
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    References listed on IDEAS

    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Chang, Eric C. & McQueen, Grant R. & Pinegar, J. Michael, 1999. "Cross-autocorrelation in Asian stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 7(5), pages 471-493, December.
    3. William Schwert, G., 2002. "Stock volatility in the new millennium: how wacky is Nasdaq?," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 3-26, January.
    4. Neal Maroney & Aris Protopapadakis, 2002. "The Book-to-Market and Size Effects in a General Asset Pricing Model: Evidence from Seven National Markets," Review of Finance, European Finance Association, vol. 6(2), pages 189-221.
    5. Horowitz, Joel L. & Loughran, Tim & Savin, N. E., 2000. "The disappearing size effect," Research in Economics, Elsevier, vol. 54(1), pages 83-100, March.
    6. Eugene F. Fama & Kenneth R. French, 2008. "Dissecting Anomalies," Journal of Finance, American Finance Association, vol. 63(4), pages 1653-1678, August.
    7. Herrera, Martin J. & Lockwood, Larry J., 1994. "The size effect in the Mexican stock market," Journal of Banking & Finance, Elsevier, vol. 18(4), pages 621-632, September.
    8. T. C. Mills & J. V. Jordanov, 2003. "The size effect and the random walk hypothesis: evidence from the London Stock Exchange using Markov Chains," Applied Financial Economics, Taylor & Francis Journals, vol. 13(11), pages 807-815.
    9. George Leledakis & Ian Davidson & George Karathanassis, 2003. "Cross-sectional estimation of stock returns in small markets: The case of the Athens Stock Exchange," Applied Financial Economics, Taylor & Francis Journals, vol. 13(6), pages 413-426.
    10. Wessel Marquering & Johan Nisser & Toni Valla, 2006. "Disappearing anomalies: a dynamic analysis of the persistence of anomalies," Applied Financial Economics, Taylor & Francis Journals, vol. 16(4), pages 291-302.
    11. Ravinder K. Bhardwaj & LeRoy D. Brooks, 1993. "Dual Betas From Bull And Bear Markets: Reversal Of The Size Effect," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 16(4), pages 269-283, December.
    12. repec:bla:jfinan:v:43:y:1988:i:2:p:507-28 is not listed on IDEAS
    13. James, Christopher M & Edmister, Robert O, 1983. "The Relation between Common Stock Returns Trading Activity and Market Value," Journal of Finance, American Finance Association, vol. 38(4), pages 1075-1086, September.
    14. Berk, Jonathan B, 1995. "A Critique of Size-Related Anomalies," The Review of Financial Studies, Society for Financial Studies, vol. 8(2), pages 275-286.
    15. Deniz Ozenbas & Robert A. Schwartz & Robert A. Wood, 2002. "Volatility in US and European Equity Markets: An Assessment of Market Quality," International Finance, Wiley Blackwell, vol. 5(3), pages 437-461, November.
    16. Moeller, Sara B. & Schlingemann, Frederik P. & Stulz, Rene M., 2004. "Firm size and the gains from acquisitions," Journal of Financial Economics, Elsevier, vol. 73(2), pages 201-228, August.
    17. Eugene F. Fama & Kenneth R. French, 2006. "The Value Premium and the CAPM," Journal of Finance, American Finance Association, vol. 61(5), pages 2163-2185, October.
    18. Bhardwaj, Ravinder K & Brooks, LeRoy D, 1993. "Dual Betas from Bull and Bear Markets: Reversal of the Size Effect," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 16(4), pages 269-283, Winter.
    19. Bhardwaj, Ravinder K & Brooks, LeRoy D, 1992. "The January Anomaly: Effects of Low Share Price, Transaction Costs, and Bid-Ask Bias," Journal of Finance, American Finance Association, vol. 47(2), pages 553-575, June.
    20. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    21. Handa, Puneet & Kothari, S. P. & Wasley, Charles, 1989. "The relation between the return interval and betas : Implications for the size effect," Journal of Financial Economics, Elsevier, vol. 23(1), pages 79-100, June.
    22. Ising, Jan & Schiereck, Dirk & Simpson, Marc W. & Thomas, Thomas W., 2006. "Stock returns following large 1-month declines and jumps: Evidence of overoptimism in the German market," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(4), pages 598-619, September.
    23. Samer Al-Rjoub & Oscar Varela & M. Kabir Hassan, 2005. "The size effect reversal in the USA," Applied Financial Economics, Taylor & Francis Journals, vol. 15(17), pages 1189-1197.
    24. Abraham, Abraham & Ikenberry, David L., 1994. "The Individual Investor and the Weekend Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(2), pages 263-277, June.
    25. Basu, S, 1977. "Investment Performance of Common Stocks in Relation to Their Price-Earnings Ratios: A Test of the Efficient Market Hypothesis," Journal of Finance, American Finance Association, vol. 32(3), pages 663-682, June.
    26. Wang, Jiang, 1994. "A Model of Competitive Stock Trading Volume," Journal of Political Economy, University of Chicago Press, vol. 102(1), pages 127-168, February.
    27. Chan, K C & Chen, Nai-Fu, 1991. "Structural and Return Characteristics of Small and Large Firms," Journal of Finance, American Finance Association, vol. 46(4), pages 1467-1484, September.
    28. Daniel Choi & Xin Zhao, 2007. "Cross-autocorrelation in the New Zealand stock market," Applied Financial Economics, Taylor & Francis Journals, vol. 17(3), pages 215-219.
    29. repec:bla:intfin:v:5:y:2002:i:3:p:437-61 is not listed on IDEAS
    30. Badrinath, S G & Lewellen, Wilbur G, 1991. "Evidence on Tax-Motivated Securities Trading Behavior," Journal of Finance, American Finance Association, vol. 46(1), pages 369-382, March.
    31. Reinganum, Marc R., 1981. "Misspecification of capital asset pricing : Empirical anomalies based on earnings' yields and market values," Journal of Financial Economics, Elsevier, vol. 9(1), pages 19-46, March.
    32. Bing-Huei Lin & Jerry Wang, 2003. "Systematic skewness in asset pricing: an empirical examination of the Taiwan stock market," Applied Economics, Taylor & Francis Journals, vol. 35(17), pages 1877-1887.
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    More about this item

    JEL classification:

    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G1 - Financial Economics - - General Financial Markets
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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