Does Voracious Behavior favor Efficient Market Hypothesis? Role of Performance Measures

Authors

  • Attayah Shafique Pakistan Institute of Engineering and Applied Sciences
  • Usman Ayub COMSATS University Islamabad
  • Muhammad Shariq National University of Sciences & Technology
  • Muhammad Ashfaq IU International University of Applied Sciences

DOI:

https://doi.org/10.47743/saeb-2022-0029

Keywords:

greed, benchmark, efficient market hypothesis, performance measures.

Abstract

Greed plays an important in the fluctuations of stock prices because investors want profits irrespective of the risk taken by them. This study aims to determine, whether, in times of rising trends in the market, greediness is good for the investor or not. Secondly, investors can get high profits by beating the market or not. The already formed deciles portfolios of listed companies on NYSE, AMEX, and NASDAQ based on size and book to market value are taken from the Kenneth R. French data library from Dec 1994 to Dec 2021. Sharpe, Treynor, and Sortino ratios are used as the measure of the performance of portfolios. Ordinal logistic regression is used to calculate the probability at different benchmark levels to determine, whether the investor gets the profit by beating the market or not. The results show that the investor who used the Sharpe ratio has an average 85% probability of getting a profit of more than 75% of the benchmark of S&P-500 in all periods. Thus, the investors’ greediness is good in the long run if the investor considers total risk and can beat the market. By using the Sortino and Treynor ratio, there is an average 50% probability of achieving the profit up to the benchmark which is S&P-500. This means that the investors are not able to beat the market thus, support the efficient market hypothesis by considering the downside and market risk.

Author Biographies

Attayah Shafique, Pakistan Institute of Engineering and Applied Sciences

Department of Communication and Management Sciences

Usman Ayub, COMSATS University Islamabad

Department of Management Sciences

Muhammad Shariq, National University of Sciences & Technology

Nust Business School

Muhammad Ashfaq, IU International University of Applied Sciences

Department of Business & Management

References

Afza, T., & Rauf, A. (2009). Performance evaluation of Pakistani mutual funds. Pakistan Economic and Social Review, 47(2), 199-214.

Al Janabi, M. A., Hatemi-J, A., & Irandoust, M. (2010). An empirical investigation of the informational efficiency of the GCC equity markets: Evidence from the bootstrap simulation. International Review of Financial Analysis, 19(1), 47-54. http://dx.doi.org/10.1016/j.irfa.2009.11.002

Auer, B. R., & Schuhmacher, F. (2013). Robust evidence on the similarity of Sharpe ratio and drawdown-based hedge fund performance rankings. Journal of International Financial Markets, Institutions and Money, 24(April), 153-165. http://dx.doi.org/10.1016/j.intfin.2012.11.010

Bailey, J. J., & Kinerson, C. (2005). Regret avoidance and risk tolerance. Financial Counseling and Planning, 16(1), 23-28.

Baltagi, B. H. (2008). Forecasting with panel data. Journal of Forecasting, 27(2), 153-173. http://dx.doi.org/10.1002/for.1047

Bawa, V. S., & Lindenberg, E. B. (1977). Capital market equilibrium in a mean-lower partial moment framework. Journal of Financial Economics, 5(2), 189-200. http://dx.doi.org/10.1016/0304-405X(77)90017-4

Blakey, P. (2006). The efficient market approximation. IEEE Microwave Magazine, 7(1), 28-31. http://dx.doi.org/10.1109/MMW.2006.1614226

Borges, M. R. (2010). Efficient market hypothesis in European stock markets. European Journal of Finance, 16(7), 711-726. http://dx.doi.org/10.1080/1351847X.2010.495477

Bouamara, N., Boudt, K., Peeters, B., & Thewissen, J. (2017). 16 - The Alpha and Beta of Equity Hedge UCITS Funds: Implications for Momentum Investing. In E. Jurczenko (Ed.), Factor Investing (pp. 415-446): Elsevier. http://dx.doi.org/10.1016/B978-1-78548-201-4.50016-7

Brav, A., & Mathews, R. D. (2011). Empty voting and the efficiency of corporate governance. Journal of Financial Economics, 99(2), 289-307. http://dx.doi.org/10.1016/j.jfineco.2010.10.005

Caporin, M., Jannin, G. M., Lisi, F., & Maillet, B. B. (2014). A survey on the four families of performance measures. Journal of Economic Surveys, 28(5), 917-942. http://dx.doi.org/10.1111/joes.12041

Chaudhry, A., & Johnson, H. L. (2008). The efficacy of the Sortino ratio and other benchmarked performance measures under skewed return distributions. Australian Journal of Management, 32(3), 485-502. http://dx.doi.org/10.1177/031289620803200306

Chiang, S. M., Lee, Y. H., Su, H. M., & Tzou, Y. P. (2010). Efficiency tests of foreign exchange markets for four Asian countries. Research in International Business and Finance, 24(3), 284-294. http://dx.doi.org/10.1016/j.ribaf.2010.01.001

Cogneau, P., & Hübner, G. (2009). The (more than) 100 ways to measure portfolio performance. Part 1: Standardized risk-adjusted measures. Journal of Performance Measurement, 13(Summer), 56-71.

Cogneau, P., & Zakamouline, V. (2011). Serial Dependence in Stock Returns and Bootstrap Methods: Beware of Pitfalls. SSRN Working Paper.

Dash, M. (2015). Beta Estimation in Indian Stock Markets-Some Issues. Asian Journal of Finance and Accounting, 7(2), 23-34. http://dx.doi.org/10.5296/ajfa.v7i2.6751

Dougherty, C. (2011). Introduction to econometrics: Oxford University Press.

Eling, M. (2008). Does the measure matter in the mutual fund industry? Financial Analysts Journal, 64(3), 54-66. http://dx.doi.org/10.2469/faj.v64.n3.6

Fama, E. F. (1965). The behavior of stock-market prices. The Journal of Business, 38(1), 34-105. http://dx.doi.org/10.1086/294743

Farinelli, S., Rossello, D., & Tibiletti, L. (2006). Computational asset allocation using one-sided and two-sided variability measures. Paper presented at the International Conference on Computational Science.

Gupta, S. (2014). Performance of the Indian Mutual fund industry A study with special reference to sectoral funds.

Hamid, K., Suleman, M. T., Ali Shah, S. Z., & Imdad Akash, R. S. (2017). Testing the weak form of efficient market hypothesis: Empirical evidence from Asia-Pacific markets, 2912908. Retrieved from http://dx.doi.org/10.2139/ssrn.2912908

Harper, D. (2016). Online Etymology Dictionary–Definitions of arctic and Arcturus, viewed November 11, 2016.

Heller, W. B. (2000). The Man Who Made Billion With a Unique Investment Strategy: Dorling Kindersley.

Hsiao, C. (1985). Benefits and limitations of panel data. Econometric Reviews, 4(1), 121-174. http://dx.doi.org/10.1080/07474938508800078

Islam, A., & Khaled, M. (2005). Tests of weak‐form efficiency of the Dhaka stock exchange. Journal of Business Finance & Accounting, 32(7‐8), 1613-1624. http://dx.doi.org/10.1111/j.0306-686X.2005.00642.x

Johnston, K., Hatem, J., & Scott, E. (2013). A note on the evaluation of long-run investment decisions using the Sharpe ratio. Journal of Economics and Finance, 37(1), 150-157. http://dx.doi.org/10.1007/s12197-011-9213-8

Judd, T., & Kennedy, G. (2011). Measurement and evidence of computer-based task switching and multitasking by ‘Net Generation’students. Computers & Education, 56(3), 625-631. http://dx.doi.org/10.1016/j.compedu.2010.10.004

Kaplan, P. D., & Knowles, J. A. (2004). Kappa: A generalized downside risk-adjusted performance measure. Journal of Performance Measurement, 8, 42-54.

Kim, J. H., & Shamsuddin, A. (2008). Are Asian stock markets efficient? Evidence from new multiple variance ratio tests. Journal of Empirical Finance, 15(3), 518-532. http://dx.doi.org/10.1016/j.jempfin.2007.07.001

Kimes, S. E. (2003). Revenue management: A retrospective. The Cornell Hotel and Restaurant Administration Quarterly, 44(5-6), 131-138. http://dx.doi.org/10.1177/001088040304400518

Lee, C. C., Lee, J. D., & Lee, C. C. (2010). Stock prices and the efficient market hypothesis: Evidence from a panel stationary test with structural breaks. Japan and the World Economy, 22(1), 49-58. http://dx.doi.org/10.1016/j.japwor.2009.04.002

Lim, K. P., & Liew, V. K. S. (2007). Nonlinear mean reversion in stock prices: Evidence from Asian markets. Applied Financial Economics Letters, 3(1), 25-29. http://dx.doi.org/10.1080/17446540600796073

Malkiel, B. G. (2005). Reflections on the efficient market hypothesis: 30 years later. Financial Review, 40(1), 1-9. http://dx.doi.org/10.1111/j.0732-8516.2005.00090.x

Malkiel, B. G., & Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383-417. http://dx.doi.org/10.1111/j.1540-6261.1970.tb00518.x

Markowitz, H. (1952). Portfolio selection. The Journal of Finance, 7(1), 77-91.

McLeod, W., & Van Vuuren, G. (2004). Interpreting the Sharpe ratio when excess returns are negative. The Investment Analysts Journal, 33(59), 15-20. http://dx.doi.org/10.1080/10293523.2004.11082455

Miller, R. E., & Gehr, A. K. (1978). Sample size bias and Sharpe’s performance measure: A note. Journal of Financial and Quantitative Analysis, 13(5), 943-946. http://dx.doi.org/10.2307/2330636

Ohlson, J. A. (1980). Financial ratios and the probabilistic prediction of bankruptcy. Journal of Accounting Research, 18(1), 109-131. http://dx.doi.org/10.2307/2490395

Pilotte, E. A., & Sterbenz, F. P. (2006). Sharpe and Treynor ratios on treasury bonds. The Journal of Business, 79(1), 149-180. http://dx.doi.org/10.1086/497409

Rollinger, T., & Hoffman, S. (2013). Sortino ratio: A better measure of risk. Futures Magazine, 1(02), 40-42.

Scholz, H., & Wilkens, M. (2006). The Sharpe Ratio’s Market Climate Bias–Theoretical and Empirical Evidence from US Equity Mutual Funds. Unpublished Working Paper. The Catholic University of Ingolstadt.

Schuster, M., & Auer, B. R. (2012). A note on empirical Sharpe ratio dynamics. Economics Letters, 116(1), 124-128. http://dx.doi.org/10.1016/j.econlet.2012.02.005

Shafique, A., Ayub, U., & Zakaria, M. (2019). Don’t let the Greed catch you! Pleonexia rule applied to the Pakistan stock exchange. Physica A, 524( June), 157-168. http://dx.doi.org/10.1016/j.physa.2019.04.048

Shah Aamir, S. M., Hijazi, S. T., & Hamdani, N. H. (2005). Performance Evaluation of Mutual Funds in Pakistan. Pakistan Development Review, 44(4), 863-876. http://dx.doi.org/10.30541/v44i4IIpp.863-876

Sharpe, W. F. (1966). Mutual fund performance. The Journal of Business, 39(1), 119-138. http://dx.doi.org/10.1086/294846

Smith, K. V., & Tito, D. A. (1969). Risk-return measures of ex-post portfolio performance. Journal of Financial and Quantitative Analysis, 4(4), 449-471. http://dx.doi.org/10.2307/2330059

Sortino, F. A., & Price, L. N. (1994). Performance measurement in a downside risk framework. the Journal of Investing, 3(3), 59-64.

Sortino, F. A., & Van Der Meer, R. (1991). Downside risk. Journal of Portfolio Management, 17(4), 27-31. http://dx.doi.org/10.3905/jpm.1991.409343

Treynor, J. (1965). How to rate management of investment funds. Harvard Business Review(44), 63-75.

Williams, W. (2000). Greed versus compassion. Foundation for Economic Education-Working for a free and prosperous world.

Zandi, M. (2008). Financial shock: A 360o look at the subprime mortgage implosion, and how to avoid the next financial crisis: FT press.

Zavgren, C. V. (1985). Assessing the vulnerability to failure of American industrial firms: A logistic analysis. Journal of Business Finance & Accounting, 12(1), 19-45. http://dx.doi.org/10.1111/j.1468-5957.1985.tb00077.x

Zeelenberg, M., & Pieters, R. (2006). Looking backward with an eye on the future. Judgments over time: The interplay of thoughts, feelings, and behaviors, 210-229.

Ziemba, W. T. (2005). The symmetric downside-risk Sharpe ratio. Journal of Portfolio Management, 32(1), 108-122. http://dx.doi.org/10.3905/jpm.2005.599515

Downloads

Published

2022-12-19

How to Cite

Shafique, A., Ayub, U., Shariq, M., & Ashfaq, M. . (2022). Does Voracious Behavior favor Efficient Market Hypothesis? Role of Performance Measures. Scientific Annals of Economics and Business, 69(4), 631–649. https://doi.org/10.47743/saeb-2022-0029

Issue

Section

Articles

Similar Articles

1 2 3 4 5 6 7 8 9 10 > >> 

You may also start an advanced similarity search for this article.