Sermaye Piyasasında Sürü Davranışı: İMKB'de Piyasa Yönünde Sürü Davranışının Analizi

Bu çalışmada 02.01.1997-29.02.2008 döneminde İMKB’de sürü davranışının varlığı incelenmektedir. Hisse senedi getiri oranlarının yatay kesit değişkenliklerinin incelenmesine dayalı test metodolojisinin uygulanması sonucu İMKB’de piyasa yönünde sürü davranışının var olduğuna dair bulgulara ulaşılmıştır. Ayrıca yatay kesit değişkenlik ile aşırı yüksek ya da düşük getiri oranı arasındaki ilişkinin doğrusal olmadığı sonuçlarına ulaşılmıştır. İnceleme kapsamına alınan hizmetler, mali, sınai ve yatırım ortaklıkları sektörlerinin tümü ayrı ayrı incelendiğinde de elde edilen bulguların geçerli olduğu görülmektedir. Hisse senedi beta katsayılarının yatay kesit değişkenliğinin analizine dayalı bir diğer metodolojinin uygulanması sonucunda elde edilen bulgular ise, söz konusu dönem içinde İMKB’de sürü davranışının genel bir eğilim olduğu, ancak özellikle Aralık 2003-Nisan 2004 ve Mayıs-Ekim 2006 döneminde piyasa yönünde sürü davranışının görülmediği yönündedir. Sektörel inceleme sonucunda piyasa yönünde sürü davranışının tüm sektörlerde genel bir eğilim olduğu ancak sürü etkisinden çıkma dönemlerinin ve eğiliminin sektörler arasında değişkenlik gösterdiği sonucuna varılmıştır.
Anahtar Kelimeler:

ekonomik analizler

Herding in Capital Markets: Analysis of Herding Towards the Market in ISE

The aim of the paper is to investigate the presence of herding towards the market in Istanbul Stock Exchange (ISE) during the period of 2nd January 1997-29th February 2008. We got the evidence of the existence of herding behavior in ISE by the implementation of the methodology which is based on the cross sectional volatility of the stock returns. On the other hand, the results show that the relation between cross sectional volatility and extreme high or low returns is nonlinear. These results are also supported by the similar evidence got from the analysis of each sector, namely services, financial, industiral and investment trusts sectors. Another methodology which is based on the cross sectional volatility of beta coefficients of the stocks is also implemented in order to get a deeper analysis. The results show that, herding towards the market is a general trend for the whole market but we cannot find the evidence of herding in the periods of December 2003-April 2004 and May-October 2006. Sectoral analysis also show that herding towards market is also valid for all sectors but the periods in which investors do not herd are not same for all sectors.
Keywords:

economic analysis,

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  • 1. Ashiya, M. ve Doi, T. (2001). Herd Behavior of Japanese Economists, Journal of Economic Behavior and Organisation,46:343-346.
  • 2. Banerjee, A. (1992). A Simple Model for Herd Behavior, Quarterly Journal of Economics,107: 797-817.
  • 3. Banerjee, A ve Fudenberg, D. (2004). World-of-Mouth Learning, Games and Economic Behavior, 46:1-23.
  • 4. Beckman, D., Menkoff, L. ve Suto, M. (2008). Does Culture Influence Asset MAnagers’ Views and Behavior?, Journal of Economic Behavior and Organization, forthcoming.
  • 5. Bikhchandani, S., Hirshleifer, D. ve Welch, I. (1992). A Theory of Fads, Fashion, Custom and Cultural Change as Informational Cascades, Journal of Political Economy, 100: 992-1026.
  • 6. Bikhchandani, S., Hirshleifer, D. ve Welch, I. (1996). Information Cascades and Rational Herding: An Annotated Bibliography. Working Paper: UCLA/Anderson and Ohio State University and Yale/SOM.
  • 7. Bikhchandi, S. ve Sharma, S. (2000). Herd Behavior in Financial Markets: A Review, working paper, http://www.imf.org/external/pubs/ft/wp/2000/ wp0048.pdf, IMF Staff Papers, WP/00/48, (Erişim tarihi: 05.03.2007).
  • 8. Bikhchandi, S. ve Sharma, S. (2001). Herd Behavior in Financial Markets, working paper, http://www.imf.org/External/ Pubs/FT/staffp/2001/01/pdf/bikhchan. pdf, IMF Staff Papers, 47.
  • 9. Brunnermeier, M.K. (2001). Asset Pricing under Asymmetric Information: Bubbles, Crashes, Technical Analysis and Herding, Oxford University Press Inc., New York.
  • 10. Buguk, C. ve Brorsen, B. W. (2003). Testing weak-form market efficiency: Evidence from the Istanbul Stock Exchange, International Review of Financial Analysis, 12:579-590.
  • 11. Bulow, J., Geankoplos, J. ve Klemperer, P. (1985). Multimarket Oligopoly: Strategic Substitutes and Complements, Journal of Political Economy, 93 (3):488-511.
  • 12. Caparrelli, F., D’Arcangelis, A.M. ve Cassuto , A. (2004). Herding in the Italian Stock Market: A Case of Behavioral Finance, Journal of Behavioral Finance, 5: 222-230.
  • 13. Chang, E.C., Cheng, J.W. ve Khorana, A. (2000). An Examination of Herd Behavior in Equity Markets: An International Perspective, Journal of Banking and Finance, 24:1651-1679.
  • 14. Chevalier J.A. ve Ellison, G.. (1999). Career Concerns of Mutual Fund Managers, Quarterly Journal of Economics, 114:389-432.
  • 15. Choe, H., Kho, B.C. ve Stulz, R.M. (1999). Do Foreign Investors Destabilize Stock Markets? The Korean Experience in 1997, Journal of Financial Economics, 54:227-264.
  • 16. Choi J.P. (1997). Herd Behavior, he ‘Penguin Effect’ and the Suppression of Informational Diffusion: An Analysis of Informational Externalities and Payoff Interdependency, Rand Journal of Economics, 28:407-425.
  • 17. Chung, R. ve Kryzanowsky, L. (1999). Accuracy of Concensus Expectations for Top-Down Earnings Per Share Forecasts for Two S&P Indexes, Applied Financial Economics, 9:233-238.
  • 18. Christie, W.G.. ve Huang, R.D. (1995). Following the Pied Piper: Do Individual Returns Herd Around the Market?, Financial Analysts Journal, July-August: 31-37.
  • 19. Clement, M.B. ve Senyo, Y.T. (2005). Financial Analyst Characteristics and Herding Behavior in Forecasting, The Journal of Finance, 60:307-341.
  • 20. Çelen, B. ve Kariv, S. (2001). Distinguishing Informational Cascades from Herd Behavior in the Laboratory, working paper, New York University, http://cess.nyu.edu/0003:2001-10.pdf, (Eriflim tarihi: 06.03.2007).
  • 21. Çelen, B. ve Kariv, S. (2004). Observational Learning under Imperfect Information, Games and Economic Behavior, 47:72-86.
  • 22. Dassiou, X. (1999). The Impact of Signal Dependence and Own a¤abeylity Awereness on Herding Behaviour: A Tale of Two Managers, Managerial and Decision Economics, 20:379-395.
  • 23. Devenow, A. ve Welch, I. (1996). Rational Herding in Financial Markets, European Economic Review, 40:603-615.
  • 24. Döm, S. (2003). Yatırımcı Psikolojisi, De¤iflim Yayınları, İstanbul.
  • 25. Ferson, W.E. ve Schadt, R.W. (1996). Measuring Fund Strategy and Performance in Changing Economic Conditions, Joural of Finance, 51: 425-461.
  • 26. Graham, J.R. (1999). Herding among Investment Newsletters: Theory and Evidence, Journal of Finance, 54: 237-268.
  • 27. Hirshleifer, D. ve Teoh, S.H. (2001). Herd Behavior and Cascading in Capital Markets: A Review and Synthesis, MPRA paper no:5186 (http://mpra.ub.unimuenchen. de/5186/.
  • 28. Hong, H., Kubik, J.D. ve Solomon, A. (2000). Security Analysts Career Concerns and Herding of Earnings Forecasts, RAND Journal of Economics, 31: 121-144.
  • 29. Huang, B.N. (1995). Do Asian Stock Market Prices Follow Random Walks? Evidence from the Variance Ratio Test, Applied Financial Economics, 5:251-256.
  • 30. Hwang, S. ve Salmon, M. (2001a). A New Measure of Herding and Empirical Evidence, CUBS Financial Econometrics working Paper No: WP01-3, http://ssrn.com/abstract=299919, (Eriflim tarihi: 05.03.2007 ).
  • 31. Hwang, S. ve Salmon, M. (2001b). Market Stress and Herding, Journal of Empirical Finance, 11: 585-616.
  • 32. Kahn, R.N. (2004). What Investors can Learn from a Very Alternative Market, Financial Analysts Journal, 60: 17-20.
  • 33. Kahneman, D. ve Tversky, A. (1979). Prospect Theory: An Analysis of Decision Under Risk, Econometrica, 47: 263-291.
  • 34. Kultti, K. ve Miettinen, P. (2006). Herding with Costly Information, International Game Theory Review, 8: 21-31.
  • 35. Lakanishok, J., Shleifer, A. ve Vishny R.W. (1992). The Impact of Institutional Trading on Stock Prices, Journal of Financial Economics, 32: 23-43.
  • 36. Lamont, O.A. (2002). Macroeconomic Forecasts and Microeconomic Forecasters, 48: 265-280.
  • 37. Tan, Lin, Chiang, T.C., Mason J.R. ve Nelling E. (2008). Herding behavior in Chinese stock markets: An examination of A and B shares, Pacific-Basin Finance Journal, 16:61-77.
  • 38. Löffler, G.. (1998). Biasis in Analysts Forecasts:Cognitive, Strategic or Second Best?, International Journal of Forecasting, 14: 261-275.
  • 39. Morris, S. ve Shin, H.S. (1999). Risk Management with Interdepedent Choice, Oxford Review of Economic Policy, 15 (3): 52-62.
  • 40. Park, A. ve Sabourian, H. (2006). Herd Behavior in Efficient Financial Markets, working paper, http://www.chass.utoronto.ca/~apark/papers/herding.pdf, (Eriflim tarihi: 05.03.2007 ).
  • 41. Persaud, A. (2000). Sending the Herd off the Cliff Edge: The Disturbing Interaction between Herding and Market-Sensitive Risk Management Practices, in Jacques de Larosiere Essays on Global Finance, Washington: Institute of International Finance.
  • 42. Pons, J. (2003). Strategic Bias, Herding Behaviour and Economic Forecasts, Journal of Forecasting, 22: 67-77.
  • 43. Prechter, R.R.(2001). Unconcscious Herding Behavior as the Psychological Basis of Financial Market Trends and Patterns, The Journal of Psychology and Financial Markets, 2 (3): 120-125.
  • 44. Prendergast, C. ve Stole, L. (1996). Impetuous Youngters and Jaded Old-Timers: Acquiring a Reputation for Learning, Journal of Political Economy, 104 (6): 1105-1134.
  • 45. Scharfstein, D. ve Stein, J. (1990). Herd Behavior and Investment, American Economic Review, 80: 465-479.
  • 46. Shiller, R.J. (1990). Investor Behavior in the October 1987 Stock Market Crash: Survey Evidence, in Market Volatility, Cambridge: Massachusetts: MIT Press.
  • 47. Suto, M. ve Toshino, M. (2005). Behavioural Biases of Japanese Institutional Investors: Fund Management and Corporate Governance, Corporate Governance, 13: 466-477.
  • 48. Trueman, B. (1994). Analyst Forecast and Herding Behavior, Review of Financial Studies, 7: 97-124.
  • 49. Urritia, J.L. (1995). Tests of Random-Walk and Market Efficiency for Latin American Emerging Markets, Journal of Financial Research, 18:299-309.
  • 50. Wang, D. ve Canela, M. (2006). Herd Behavior towards the Market Index: Evidence from 21 Financial Markets, working paper, http://www.fma.org/Barcelona/ Papers/ Herding_towards_the_market_index.pdf , (Eriflim tarihi: 05.03.2007).
  • 51. Welch, I. (1992). Sequental Sales, Learning and Cascades, Journal of Finance, 47: 695-732.
  • 52. Welch, I. (2000). Herding among Security Analysts, Journal of Financial Economics, 58: 369-396.
  • 53. Wermers, R. (1995). Herding, Trade Reversals, and Cascading by Institutional Investors, working paper: University of Colorado, Boulder.
  • 54. Worthington, A. C. ve Higgs, H. (2003). “Tests of random walks and market efficiency in Latin American stock markets: An empirical note”, Discussion Paper No. 157. Technical Report, School of Economics and Finance, Queensland University of Technology.
  • 55. Zweibel, J. (1995). “Corporate Conservatism and Relative Compensation”, Journal of Political Economy, 103 (1): 1-25.