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Do the most skillful managers herd?

Published online by Cambridge University Press:  10 April 2017

MERCEDES ALDA*
Affiliation:
University of Zaragoza, C/Gran Vía, 2, Zaragoza, Spain (e-mail: [email protected])

Abstract

This paper analyzes whether herding and skillful managers may coexist. When herding appears, managers tend to present poor timing abilities; however, a weak herding level (a result commonly found in pension funds) may evidence a mixed scenario, where some managers develop skills, and others follow the herd. Additionally, when informational cascades emerge, some managers may act as leaders, anticipating others’ movements. Nonetheless, this anticipatory skill does not mean that leaders also anticipate market movements and present timing skills. Our results show herding and inter-temporal herding in a sample of Spanish pension funds, though the imitation behavior is not strong. We also find evidence of a mixed scenario, in which some non-herding managers present timing skills, while herding funds are not able to develop these abilities. Finally, we find successful timing for certain leaders, showing that the anticipation of others’ movements does not show real timing abilities.

Type
Article
Copyright
Copyright © Cambridge University Press 2017 

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References

Andreu, L., Ortiz, C., and Sarto, J. L. (2009) Herding behavior in strategic asset allocations: new approaches on quantitative and intertemporal imitation. Applied Financial Economics, 19: 16491659.Google Scholar
Badrinath, S. G. and Wahal, S. (2002) Momentum trading by institutions. Journal of Finance, 57(6): 24492478.Google Scholar
Barras, L., Scaillet, O., and Wermers, R. (2010) False discoveries in mutual fund performance: measuring luck in estimated alphas. Journal of Finance, 65(1): 179216.Google Scholar
Bikhchandani, S., Hirshleifer, D., and Welch, I. (1992) A theory of fads, fashion, custom, and cultural change as informational. Journal of Political Economy, 100(5): 9921026.Google Scholar
Bikhchandani, S. and Sharma, S. (2000) Herd behavior in financial markets. IMF Staff Papers, 47(3): 279310.Google Scholar
Blake, D., Lehman, B., and Timmermann, A. (1999) Asset allocation dynamics and pension fund performance. The Journal of Business, 72: 429461.Google Scholar
Blake, D., Lehmann, B., and Timmermann, A. (2002) Performance clustering and incentives in the UK pension fund industry. Journal of Asset Management, 3: 173194.Google Scholar
Brown, N., Wei, K., and Wermers, R. (2007) Analyst recommendations, mutual fund herding and overreaction in stock prices. Working Paper, University of Maryland.Google Scholar
Cai, F., Song, H., and Li, D. (2012) Institutional herding in the corporate bond market. International Finance Discussion Papers, Number 1071.Google Scholar
Cao, H. H. and Hirshleifer, D. A. (2001) Conversation, Observational Learning, and Informational Cascades. Max M. Fisher College of Business, Ohio State University, Ohio, USA.Google Scholar
Carhart, M. M. (1997) On persistence in mutual fund performance. Journal of Finance, 52: 5782.Google Scholar
Çelen, B. and Kariv, S. (2004) Distinguishing informational cascades from herd behavior in the laboratory. American Economic Review, 94(3): 484497.Google Scholar
Choi, N. and Sias, R. (2009) Institutional industry herding. Journal of Financial Economics, 94: 469491.Google Scholar
Coggin, T. D., Fabozzi, F. J., and Rahman, S. (1993) The investment performance of U.S. equity pension fund managers: an empirical investigation. Journal of Finance, 48(3): 10391055.Google Scholar
Devenow, A. and Welch, I. (1996) Rational herding in financial economics. European Economics Review, 40: 603615.Google Scholar
Fama, E. and French, K. (1993) Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33: 356.Google Scholar
Fama, E. and French, K. (2010) Luck versus skill in the cross-section in the cross-section of mutual fund returns. The Journal of Finance, LXV(5): 19151947.Google Scholar
Fang, H., Lu, Y.-C., and Yau, H.-Y. (2014) The effects of stock characteristics on the direction and extent of herding by foreign institutional investors in the Taiwan stock exchange. Emerging Markets Finance and Trade, 50(2): 6074.Google Scholar
Fenzl, T. and Pelzmann, L. (2012) Psychological and social forces behind aggregate financial market behavior. Journal of Behavioral Finance, 13(1): 5665.Google Scholar
Ferruz, L., Sarto, J. L., and Vicente, L. (2008) Convergencia estratégica en la industria española de fondos de inversion. El Trimestre Económico, 75(4): 10431060.Google Scholar
Ferson, W. E. and Schadt, R. W. (1996) Measuring fund strategy and performance in changing economic conditions. The Journal of Finance, 51(2): 425461.Google Scholar
Frey, S., Herbst, P., and Walter, A. (2014) Measuring mutual fund herding. A structural approach, Journal of International Financial Markets, Institutions and Money, 32: 219239.Google Scholar
Froot, K., David, A., Scharfstein, S., and Stein, J. C. (1992) Herd on the street: informational inefficiencies in a market with short-term speculation. The Journal of Finance, 47(4): 14611484.Google Scholar
Grinblatt, M., Titman, S., and Wermers, R. (1995) Momentum investment strategies, portfolio performance, and herding: a study of mutual fund behavior. American Economic Review, 85(5): 10881105.Google Scholar
Hammami, H. and Boujelbene, Y. (2015) Investor herding behavior and its effect on Stock Market Boom-Bust Cycles. IUP Journal of Applied Finance, 21(1): 3853.Google Scholar
Harri, A., and Brorsen, B. W. (2009) The overlapping data problem. Quantitative and Qualitative Analysis in Social Sciences, 3(3), 78115.Google Scholar
Hirshleifer, D., Subrahmanyam, A., and Titman, S. (1994) Security analysis and trading patterns when some investors receive information before others. Journal of Finance, 49(5): 16651698.Google Scholar
Hirshleifer, D. and Teoh, S. (2003) Herd behavior and cascading in capital markets: a review and synthesis. European Financial Management, 9(1): 2566.Google Scholar
INVERCO (2015) Las Instituciones de Inversión Colectiva y los Fondos de Pensiones. Informe 2014 y perspectivas 2015. INVERCO. http://www.inverco.es.Google Scholar
Jones, S. L., Lee, D., and Weis, E. (1999) Herding and feedback trading by different type of institutions and the effects on stock prices. Working paper of the Kelley School of Business, Indiana University.Google Scholar
Koh, B. S., Mitchell, O. S., and Fong, J. (2010) Collective investments for pension saving: lessons from Singapore's Central Provident Fund Scheme. Pensions: An International Journal, 15(2): 100110.Google Scholar
Lakonishok, J., Shleifer, A., and Vishny, R. W. (1992) The impact of institutional trading on stock prices. Journal of Financial Economics, 32(1): 2343.Google Scholar
Lu, J. (2005) What is the Wind Behind this Sail? Can Fund Managers Successfully Time Their Investment Styles? PhD Thesis, Cranfield School of Management, The Centre for Financial Research, Cranfield, UK, August.Google Scholar
Mohamed, A., Bellando, R., Ringuedé, S., and Vaubourg, A.-G. (2009) Institutional herding in stock markets: empirical evidence from French mutual funds. SSRN Working Papers. Available at: http://ssrn.comGoogle Scholar
Olivares, J. A. (2005) Investment Behavior of the Chilean Pension Funds. European Financial Management Association Conference (EFMA), Siena (Italy).Google Scholar
Ortiz, C., Sarto, J. L., and Vicente, L. (2013) Herding behavior in Spanish global funds country allocations. Revista Española de Financiación y Contabilidad, XLII(157): 6381.Google Scholar
Ourarda, M., El Bouri, A., and Bernard, O. (2013) Herding behavior under markets condition: empirical evidence on the European financial markets. International Journal of Economics and Financial Issues, 3(1): 214228.Google Scholar
Phillips, B., Pukthuanthong, K., and Rau, P. R. (2013) Size doesn't matter: diseconomies of scale in the mutual fund industry revisited. SSRN Working paper.Google Scholar
Raddatz, C. and Schmukler, S. L. (2013) Deconstructing herding evidence from pension fund investment behavior. Journal of Financial Services Research, 43(1): 99126.Google Scholar
Scharfstein, D. S., and Stein, J. C. (1990) Herd behavior and investment. The American Economic Review, 80(3): 465479.Google Scholar
Seetharam, Y. and Britten, J. (2013) An analysis of herding behavior during market cycles in South Africa. Journal of Economics and Behavioral Studies, 5(2): 8998.Google Scholar
Sias, R. (2004) Institutional herding. Review of Financial Studies, 17: 165206.Google Scholar
Smith, L. and SØrensen, P. (2000) Pathological outcomes of observational learning. Econometrica, 68(2): 371398.Google Scholar
Thomas, A. and Tonks, I. (2001) Equity performance of segregated pension funds in the UK. Journal of Asset Management, 1(4): 321343.Google Scholar
Treynor, J. and Mazuy, K. (1966) Can mutual funds outguess the market? Harvard Business Review, 44: 131136.Google Scholar
Voronkova, S. and Bohl, M. T. (2005) Institutional traders’ behavior in an emerging stock market: empirical evidence on polish pension fund investor. Journal of Business Finance & Accounting, 32(7/8): 15371560.Google Scholar
Wei, K., Wermers, R., and Yao, T. (2015) Uncommon value: the characteristics and investment performance of contrarian funds. Management Science, 61(10): 23942414.Google Scholar
Wermers, R. (1999) Mutual fund herding and the impact on stock prices. Journal of Finance, 54(2): 581622.Google Scholar
Wermers, R. (2010) A matter of style: the causes and consequences of style drift in institutional portfolios. Working paper. University of Maryland.Google Scholar
Woodward, G. and Brooks, R. (2010) The market timing ability of Australian superannuation funds: nonlinearities and smooth transition models. In Gregoriou, G., Hoppe, C., and Carsten, W. (eds), The Risk Modeling Evaluation Handbook: Rethinking Financial Risk Management Methodologies in the Global Capital Markets. USA: MacGraw-Hill, pp. 5964.Google Scholar
Wylie, S. (2005) Fund manager herding: a test of the accuracy of empirical results using U.K. data. Journal of Business, 78(1): 381403.Google Scholar