How Herding Bias Could be Derived from Individual Investor Types and Risk Tolerance?
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How Herding Bias Could be Derived from Individual Investor Types and Risk Tolerance?

Authors: Huei-Wen Lin

Abstract:

This paper is to clarify the relationship of individual investor types, risk tolerance and herding bias. The questionnaire survey investigation is conducted to collect 389 valid and voluntary individual investors and to examine how the risk tolerance plays as a mediator between four types of personality and herding bias. Based on featuring BB&K model and reviewing the prior literature of psychology, a linear structural model are constructed and further used to evaluate the path of herding formation through the analysis of Structural Equation Modeling (SEM). The results showed that more impetuous investors would be prone to herding bias directly, but rather exhibit higher risk tolerance. However, risk tolerance would fully mediate between the level of confidence (i.e., confident or anxious) and herding bias, but not mediate between the method of action (careful or impetuous) for individual investors.

Keywords: Herding, investor types, risk tolerance.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1077114

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[1] D. G. Allen, R. W. Renn, K. R. Moffitt, and J. M. Vardaman, "Risky business: The role of risk in voluntary turnover decisions," Hum. Resource Manag. Rev., vol. 17, no. 3, pp. 305-318, 2007.
[2] R. P. Bagozzi, and Y. Yi, "On the evaluation of structural equation models," J. Acad. Market. Sci, vol. 16, pp. 74-94, 1988.
[3] T. E. Bailard, D. L. Biehl, and R. W. Kaiser, Personal Money Management (5th ed.). Chicago, Ill.: Science Research Associates, 1986.
[4] M. Baddeley, "Herding, social influence and economic decision-making: Socio-psychological and neuroscientific analyses," Phil. Trans. Biol. Sci., vol. 365, pp.281-90, 2010.
[5] M. M. Barnewall, "Psychological characteristics of the individual investor." In W. Droms, ed., Asset Allocation for the Individual Investor. Charlottesville, VA.: The Institute of Chartered Financial Analysts, 1987.
[6] S. Benartzi, and H. R. Thaler, "Myopic loss aversion and the equity premium puzzle," Q. J. Econ., vol. 110, no. 1, pp. 73-92, 1995.
[7] R. Bye, and G. M. Lamvik, "Professional culture and risk perception: Coping with danger on board small fishing boats and offshore service vessels," Reliab. Eng. Syst. Saf., vol. 92, pp. 1756-1763, 2007.
[8] B. M. Byrne, Structural Equation Modeling with AMOS - Basic Concepts, Applications, and Programming, Mahwah, New Jersey: Lawrence Erlbaum Associates, 2001.
[9] A. Caplin, and J. Leahy, "Psychological expected utility theory and anticipatory feelings," Q. J. Econ., vol. 116, pp. 55-79, 2001.
[10] J. Chevalier, and G. Ellison, "Career concerns of mutual fund managers," Q. J. Econ., vol. 114, no. 2, pp. 389-432, 1999.
[11] P. T. Jr. Costa, and R. R. McCrae, Revised NEO Personality Inventory and NEO Five-Factor Inventory: Professional Manual. FL: Psychological Assessment Resources, 1992.
[12] S. DellaVigna, "Psychology and economics: Evidence from the field," J. Econ. Lit., vol. 47, no. 2, pp. 315-372, 2009.
[13] A. Devenow, and I. Welch. "Rational herding in financial economics," Eur. Econ. Rev., vol. 40, no. 3-5, pp. 603-615, 1996.
[14] W. G. Doubleday, "Expected utility and the cumulative consequences of repeated decisions: a tutorial," Risk, Decision and Policy, vol. 7, pp. 109-119, 2002.
[15] J. Elster, "Emotions and economic theory," J. Econ. Lit., vol. 36, pp. 47-74, 1998.
[16] N. S. Endler, and D. Magnusson, "Toward an interactional psychology and personality," Psychol. Bull., vol. 83, no. 5, pp. 956-974, 1976.
[17] E. Engelberg, and L. Sjöberg, "Money obsession, social adjustment, and economic risk perception," J. Soc. Econ., vol. 36, pp. 686-697, 2007.
[18] R. Garvey, A. Murphy, and F. Wu, "Do losses linger," The Journal of Portfolio Management, vol. 33, no. 4, pp. 75-83, 2007.
[19] J. E. Grable, "Financial risk tolerance and additional factors that affect risk taking in everyday money matters," J. Bus.Psychol., vol. 14, pp. 625-630, 2000.
[20] J. R. Graham, "Herding among investment newsletters: Theory and evidence," J. Finance., vol. 54, pp. 237-268, 1999.
[21] J. E. Garble, and S. H. Joo, "A Cross-disciplinary examination of financial risk tolerance," Consumer Interests Annual, vol. 46, pp. 151-157, 2000.
[22] J. E. Garble, and R. H. Lytton, "Financial risk tolerance revisited: The development of a risk assessment instrument," Financ. Serv. Rev., vol. 8, no. 3, pp. 163-181, 1999.
[23] J. E. Garble, R. H. Lytton, and B. O-Neill, "Projection bias and financial risk tolerance," J. Behav. Finance., vol. 5, no. 3, pp. 142-147, 2004.
[24] J. F. Hair, R. E. Anderson, R. L. Tatham, and W. C. Black, Multivariate Data Analysis (5th ed.). Prentice Hall International: UK, 1998.
[25] J. W. Hoelter, "The analysis of covariance structures: Goodness-of-fit indices," Socio. Meth. Res., vol. 11, no. 3, pp. 325-344, 1983.
[26] L. A. Hayduk, Structural Equation Modeling with LISREL: Essentials and Advances, Baltimore, MD: John Hopkins University Press, 1987.K. C. Jöreskog, and D. Sörbom, LISREL VIII: Reference Guide, Scientific Software International Inc., Chicago, 1993.
[27] D. Kahneman, and A. Tversky, "Prospect theory: an analysis of decision under risk," Econometrica, vol. 47, no. 2, 1979, pp. 263-291.
[28] R. B. Kline, Principles and Practice of Structural Equation Modeling, New York: Guilford Press, 1998.
[29] C. M. Kuhnen, and B. Knutson, "The Influence of Affect on Beliefs, Preferences, and Financial Decisions," J. Financ. Quant. Anal., vol. 46, no. 03, pp. 605-626, 2011.
[30] M. G. Lipe, "Individual investors' risk judgments and investment decisions: the impact of accounting and market data," Account. Org. Soc., vol. 23, pp. 625-640, 1998.
[31] A. Lo, and D. Repin, "The psychophysiology of real-time financial risk processing," J. Cognit. Neurosci., vol. 14, no. 3, pp. 323-339, 2002.
[32] S. Maital, R. Filer, and J. Simon, "What do people bring to the stock market (beside money)?" The Economic Psychology of Stock Market Behavior, In B. Gilad and S. Kaish (Eds.), Handbook of Behavioral Economics Behavioral Macroeconomics, vol. B, Greenwich, Connecticut, JAI Press Inc., 1986, pp. 273-307.
[33] L. Menkhoff, U. Schmidt, and T. Brozynski, " The impact of experience on risk taking, overconfidence, and herding of fund managers: Complementary survey evidence," Eur. Econ. Rev., vol. 50, pp. 1753-1766, 2006.
[34] I. B. Myers, and M. H. McCaulley, Manual: A guide to the Development and Use of the Myer Briggs Type Indicator. Palo Alto, CA: Consulting Psychologist Press, Inc., 1985.
[35] M. M. Pompian, Behavioral Finance and Wealth Management: Building Optimal Portfolios that account for investor biases. Hoboken, NJ: John Willey & Sons, Inc., 2006.
[36] N. Nicholson, E. Soane, M. Fenton-O'Creevy, and P. Willman, "Personality and domain-specific risk taking," J. Risk. Res., vol. 8, no. 2, pp. 157-176, 2005.
[37] R. Raine-Eudy, "Using structural equation modeling to test for differential reliability and validity: An empirical demonstration," Structural Equation Modeling, 2000, vol. 7, no. 1, pp. 124-141.
[38] J. R. Ritter, "Behavioral finance," Pac. Basin. Finance J., vol. 11, pp. 429-437, 2003.
[39] J. B. Rotter ,"Generalized expectancies for internal versus external control of reinforcements," Psychol. Monogr., vol. 80, pp.1-27, 1966.
[40] P. S. Schaefer, C. C. Williams, A. S. Goodie, and, W. K. Campbell, "Overconfidence and the Big Five," J. Res. Pers., vol. 38, pp. 473-480, 2004.
[41] D. S. Scharfstein, J. C. Stein, "Herd behavior and investment,- Am. Econ. Rev., vol. 80, no.3, pp. 465-479, 1990.
[42] S. Sehgal, and N. Tripathi, "Investment strategies of FIIs in the Indian equity market," J. Bus. Perspect., vol. 13, no. 1, pp. 11-18, 2009.
[43] B. Shiv, G. Loewenstein, A. Bechara, H. Damasio, and A. R. Damasio, "Investment behavior and the negative side of emotion," Psychol. Sci., vol. 16, no. 6, 435-439, 2005.
[44] W. R. Sias, "Institutional herding," The Review of Financial Studies, vol. 17, no. 1, pp. 165-206, 2004.
[45] S. B. Sitkin, and A. L. Pablo, "Reconceptualizing the determinants of risk behavior," Acad. Manag. Rev., vol. 17, pp. 9-38, 1992.
[46] E. R. Stone, C. L. Dodrill, and N. Johnson, "Depressive cognition: A test of depressive realism versus negativity using general knowledge questions," J. Pers., vol. 135, no.6, pp. 583-602, 2001.
[47] J. Yang, and W. Qiu, "A measure of risk and a decision-making model based on expected utility and entropy," Eur. J. Oper. Res., vol. 164, pp. 792-799, 2005.