The impact of herding behavior on the performance of investment companies based on modern and post modern portfolio theory

Document Type : Research Paper

Authors

1 Assistant Prof., Dep. of Business Management (Finance), Mazandaran University, Babolsar, Iran

2 MSc. in Business Management (Finance), Mazandaran University, Babolsar, Iran

Abstract

In this research,by using statistical data of 24 accepted investment companies on a monthly basis, and by using Lakonishok model (1992) for the period 1388-1394, impact of herding behavior on the performance of the companies based on modern and post modern portfolio theory is examined. In order to analyze data and examine the hypothesis, after reviewing the static of variables, has been used by Generalized Method of Moments (GMM) and Generalized Least Squares (EGLS) methods of estimations. Results indicate that herding behavior in investment companies’ significant negative impact on performance criteria based on the theories of modern and post modern portfolio. In other words, herding behavior is negatively affected on all performance measures Jensen, Sharp, Trainer, Sortino, good potential, Omega, Trainer adjusted and Jensen adjusted

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Amirt, A. & Bouri, A. (2009). A new measure of herding behavior: derivation and implication. International Journal of Psychological and Behavioral Sciences, 3(6), 1287-1301.
Avouyi, S. Morin, S., Neto, D. (2004). Optimal Asset Allocation with Omega Function. Available in: https://www.semanticscholar.org.
Barberis, N. & Thaler, R. (2003). A survey of Behavior Finance. The national bureau of economic research. NBER working paper series, Cambridge, MA 02138.
Bikhchandani, S. & Sharma, S. (2001). Herd behavior in financial markets. IMF Staf Papers, 47(3), 279-310.
Chang, E., Cheng, J. & Khorana, A. (2000). Examination of herd behavior in equity markets: an international perspective. Journal of Banking and Finance, 24 (10), 1651-1679.
Choi, N. & Hilla, S. (2015). Institutional herding in international markets. Global Governance and Financial Stability, 55, 246-259.
Emami, M. (2009). The Survey of the relationship between Disposition Effect and Cash flows and Investment Companies Performance in Tehran Stock Exchange. Master thesis, University of Mazandaran, Babolsar. (in Persian)
Esfandiari, A. (2014). The Investigation of Relationship Herding Behavior of Beta Performance and Characteristics of Investment Companies in Tehran Stock Exchange. Master thesis, University of Mazandaran, Babolsar. (in Persian)
Estrada, J. (2000). The Cost of Equity in Emerging Markets: A Downside Risk Approach. IESE Business School of (Barcelona, Spain).
Frey, S., Herbst, P. & Walter, A. (2014). Measuring mutual fund herding – A structural approach. Journal of International Financial Markets, Institutions and Money, 32, 219-239.
Johansson, F. & Tjarnberg, M. (1999). Measuring Downside Portfolio Risk. Journal of Portfolio Management, 26(1), 96- 107.
Koch, A. (2012). Herd behavior and mutual fund performance. Working papers, University of Pittsburgh.
Lakonishok, J., Shleifer, A. & Vishny, W. (1992). The impact of institutional trading on stock price. Journal of Financial Economics, 32 (1), 23-44.
Liao, T.L., Huang, C.J. & Wu, C.Y. (2011). Do fund managers herd to counter investor sentiment? Journal of Business Research, 64(2), 207-212.
Lien, D. (2002). A Note on the Relationship between Some Risk Adjusted Performance Measures. Journal of Future Markets, 22(5), 483-495.
Mamoghli, Ch., Daboussi, S. (2003). Performance Measurement of Hedge Funds Portfolio in a Downside Risk Framework. taken from: www.ssrn.com.
Mehrani, S., Hoseini, A., Heidari, H. & Pouyanfar, A. (2013). Investigation of the Effects of Ownership Structure on Firms Value: Evidence from Tehran Stock Market. Journal of Financial Research, 15(1), 129-148. (in Persian)
Mohamadi, Sh., Raeei, R., Ghalibaf, H. & Gol Arzi, GH . (2013). Analysis of Herd Behavior of Investors in Tehran Stock Exchange Using With State Space Model. Financial Accounting Research, 4(2), 49-60. (in Persian)
Mozafari, M. (2012). Examination of Herding Behavior of Investment Company in Tehran Stock Exchange. Financial Knowledge of Securities Analysis, 3(15), 69-71.
Pahlavanian, M. (2011). The Investigation of Herding Behavior of Beta In Tehran Stock Exchange. Master thesis, University of Mazandaran, Babolsar.
(in Persian)
Rom, B. M. & Kathleen, F. W. (1993). Post-Modern Portfolio Theory Comes of Age.  Journal of Investing, 3(3), 27-33.
Saleh Abadi, A., Farhanian, M. & Mozafari, M. (2013). Examination of Herding Behavior of Investment Company in Tehran Stock Exchange. Journal of MOFID, 19(96), 69-88. (in Persian)
Shams, SH., Yahyazadehfar, M. & Emami, A. (2011). The Survey of the relationship between Disposition Effect and Cash flows and Investment Companies Performance in Tehran Stock Exchange. Financial Research, 12(30), 95-116. (in Persian)
Sortino, F. & Lee, N. P. (1994). Performance Measurement in a Downside Risk Framework. Journal of investing, 3(3), 59-64.
Sortino, F., Plantiga, A. & Van der Meer, R. (1999). The Dutch Triangle: A Framework to Measure Upside Potential Relative to Downside Risk. Journal of Portfolio Management, 26(1), 50-58.
Tlangi, A. (2004). The Controversy of Modern Financial and Behavioral Finance. Financial Research, 6(1), 3-25. (in Persian)
Verardo, M. & Jiang, H. (2013). Does herding behavior reveal skill? An analysis of mutual fund performance. Working Papers Series, London.
 Wang, D. & Canela, M. (2006). Herd behavior towards the market index: Evidence from 21 financial markets. Working Paper, IESE Business School.
Zarenejad, M., Avari, A. (2005). Application of Panel Data in Econometrics. Quarterly Journal of Quantitative Economics, 2(4), 21-52.