The Power of Bad to Cause Herding Behaviour in the Market: An Empirical Analysis from Istanbul Stock Exchange
Downloads
The traditional Financial Economics theories argue that information plays a significant role for price formation in the market. Empirical studies in the field of Psychology and Neuroscience proved that information can be divided in to bad, good and neutral information and bad information has a strong as well as a dominant effect than positive and neutral information. Whereas, empirical studies in the field of Behavioural Finance shows that investors’ psychology has a significant impact in the process of price formation. In line with these findings, the objective of this study is to examine herding behaviour of investors in Istanbul stock exchange using intraday data. The study period covers from the beginning of 2006 to the end of 2018, and the data is collected from Finnet. The empirical finding indicates that herding is more prevalent when the market return falls and it is also dominant in the first half (first session) of a trading day or in the morning than afternoon. This empirical finding shows that whether the cause of negative market return is information or non-information sources, investors herd the market consensus when the market return falls. And this finding shows the existence of an asymmetrical investors’ behaviour in Istanbul stock exchange. To explain the implication of the findings I use the negativity effect theory in that negative information or event has a stronger effect than positive information or event.
Ackert, L. F., & Deaves, R. (2010). Behavioral finance. Cengage Learning.
Adem, A. M. (2020). Asymmetrical herding in the up and down market: An empirical analysis from Istanbul stock exchange. IOSR Journal of Economics and Finance, 19-39.
Adem, A. M., & Sarioğlu, S. E. (2020). Analysis of investors herding behavior: An empirical study from Istanbul stock exchange. European Journal of Business and Management Research, 1-11.
Altay, E. (2008). Sermaye piyasasında sürü davranışı. BDDK bankacılık & finansal piyasalar.
Baker, H. K., & Nofsinger, J. R. (2010). Behavioral finance. wiley .
Barbaris, N., Shleifer, A., & Vishny, R. (1998). A model of investor sentiment. Journal of financial economic, 307-343.
Barber, B. M., & Odean, T. (2000). Trading is hazardous to your wealth: The common stock investment performance of individual investors. THE JOURNAL OF FINANCE, 773-806.
Barber, B. M., & Odean, T. (2008). All that glitters. The review of financial studies, 785-818.
Barber, B. M., & Odean, T. (2011). The behavior of individual investors. SSRN:
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1872211, 1-52.
Barber, B., & Odean, T. (1999). Courage of misguided conviction. Financial Analysts.
Baumeister, R. F., Bratslavsky, E., Finkenauer, C., & Vohs, K. D. (2001). Bad Is Stronger Than Good. Review of General Psychology, 323-370.
Bikhchandani, S., & Sharma, S. (2001). Herd behavior in financial markets. IMF Staff Papers, pp. 279-310.
Bikhchandani, S., Hirshleifer, D., & Welch, I. (1998). Learning from the behavior of others: Conformity, fads, and informational cascades. The Journal of Economic Perspectives, 151-170.
Black, F. (1986). Noise. The Journal of Finance, 529-543.
Bloomfield, R. (2010). Behavioral finance: Investors corporations and markets. John Wiley& sons, Inc.
Bondt, W. F., & Thaler, R. (1994). Financial decision making in markets and firms: A behavioral perspective. National Bureau of Economic Research, (pp. 1-33). Cambrige.
Cambell, W. K., & Sedikides, C. (1999). Self-threat magnifies the self-serving bias: A meta analytic integration. Review of General Psychology, 23-43.
Campbell, J. Y. (2006). Household Finance. THE JOURNAL OF FINANCE, 1553-1604.
Chakrabarty, B., & Moulton, P. C. (2012). Earningsannouncementsandattentionconstraints: The role of market design. Journal of Accounting and Economics, 612–634.
Chang, E., Cheng, J., & Khorara, A. (2000). Examination of herd behavior in equity markets. Journal of Banking & Finance, 1651-1679.
Chemmanur, T. J., & Yan, A. (2019). Advertising, Attention, and Stock Returns. Quarterly Journal of Finance, 1-51.
Chen, J., Demers, E., & Levc, B. (2018). Oh What a Beautiful Morning! Diurnal Influences on Executives and Analysts: Evidence from Conference Calls. Management Science, 1-26.
Christie, W., & Huang, R. (1995). Do Individual Returns Herd around the Market? Financial Analysts Journal, 31-37.
Cornil, Y., Hardisty, D. J., & Bart, Y. (2019). Easy, breezy, risky: Lay investors fail to diversify because correlated assets feel more fluent and less risky. Organizational Behavior and Human Decision Processes, 103-117.
Cutler, D. M., Poterba, J. M., & Summers, L. H. (1989). What moves stock prices? The Journal of Portfolio Management, 4-12.
Daniel, K., Hirshleifer, D., & Sabrahmanyam, A. (1998). Investor psychology and market under and overreactions. The journal Finance, 19839-1885.
De Bondt, W. F., & Thaler, R. (1985). Does the stock market overreact. The journal of finance, 793-805.
Demirer, R., & Kutan, A. M. (2006). Does herding behavior exist in Chinese stock markets? Int. Fin. Markets, Inst. and Money, 123–142.
Demirer, R., Kutana, A. M., & Chen, C.-D. (2010). Do investors herd in emerging stock markets? Journal of Economic Behavior and Organization, 283-295.
Doğukanlı, H., & Ergün, B. (2011). IMKB’DE SÜRÜ DAVRANISI. IŞletme Fakültesi Dergisi, 227-242.
Doğukanlı, H., & Ergün, B. (2015). BIST’te Sürü Davranışı. Finans Politik & Ekonomik Yorumlar, 7-24.
Dong, X., Feng, S., Ling, L., & Song, P. (2016). Dynamic autocorrelation of intraday stock returns. Finance Research Letters, 1-7.
Ergün, B., & Doğukanlı, H. (2015). BIST’te Sürü Davranışı. Uluslararası Sosyal Araştırmalar Dergisi, 690-699.
Fama, E. F. (1965). The behavior of stock-market prices. The Journal of Business, 34-105.
Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 383- 417.
Fama, E. F. (1991). Efficient capital markets: II. The Journal of Finance, 1575-1617.
Fama, E. F., & French, K. (1992). The cross section of expected stock returns. The journal of Finance, 427- 465.
Fama, E. F., & French, K. (1993). Common risk factors in the returns in stocks and bonds. Journal of financial economics, 3-56.
Fama, E. F., Fisher, L., Jensen, M. C., & Roll, R. (1969). The adjustment of stock prices to new information. International Economic Review, 1-21.
Folkard, S. (1975). Diurnal variation in logical reasoning. British Journal of Psychology, 1-8.
French, K. R. (2008). The cost of active investing. SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1105775, 1-49.
Friedman, M. (1953). The Methodology of Positive Economics. University of Chicago Press, 3-43.
Gleason, K. C., Mathurb, I., & Peterson, M. A. (2004). Analysis of Intraday Herding Behavior among the Sector ETFs. Journal of Empirical Finance, 681–694.
Goldberg, J., & Nitzsch, R. v. (2001). Behavioral Finance. John Wiley and Sons, LTD.
Golder, S. A., & Macy, M. W. (2011). Diurnal and Seasonal Mood Vary with Work, Sleep, and Daylength Across Diverse Cultures. Science, 1878-1881.
Griffin, D., & Tversky, A. (1992). Weighing of evidence & the determinants of confidence. Cognitive Psychology, 411-435.
Grossman, S. J., & Stiglitz, J. E. (1980). On the Impossibility of Informationally Efficient Markets. The American Economic Review, 393-408.
Hanson, R. (2013). Hardwiring Happiness: The new brain science of contentment, calm and confidence. New York: Harmony (Penguin Random House Company).
Hens, T., & Rieger, M. O. (2010). Financial Economics: Introduction to Classical and Behavioral Finance. Springer.
Hirshleifer, D., & Teoh, S. H. (2003). Herd behavior and cascading in capital markets. European Financial Management, 25-66.
Hirshleifer, D., & Teoh, S. H. (2003). Limited attention, information disclosure, and financial reporting. Journal of Accounting and Economics, 337–386.
Hoffmann, A., & Post, T. (2014). Self-attribution bias in consumer financial decision-making: How investment returns affect individuals’ belief in skill. netspar discusion paper, pp. 1-12.
Holmes, P., Kallinterakis, V., & Ferreira, M. P. (2011). Herding in a concentrated market. European Financial Management, 1-24.
Hong, H., & Stein, J. C. (1999). A theory of underreaction, momentum trading and overreaction in asset markets. The Journal of Finance, 2143-2184.
Hou, K., Peng, L., & Xiong, W. (2009). A tale of two anomalies. Retrieved from
https://www.princeton.edu/~wxiong/papers/anomaly.pdf
Huberman, G. (2001). Familiarity Breeds Investment. Review of Financial Studies, 659–680.
Hwanga, S., & Salmon, M. (2004). Market stress and herding. Journal of Empirical Finance, 585-616.
Jegadeesh, N., & Titman, S. (1993). Returns to buying winners and selling losers. The Journal of Finance, 65-91.
Jensen, M. C. (1978). Some Anomalous Evidence Regarding Market Efficiency. Journal of Financial Economics, 95-101.
Kahneman, D., & Tversky, A. (1979). Prospect Theory: An Analysis of Decision under Risk. Econometrica, 263-291.
Kapusuzoglu, A. (2011). Herding in the Istanbul Stock Exchange. African Journal of Business Management, 1210-11218.
Kayalıdere, K. (2012). Hisse Senedi Piyasasında Sürü Davranışı. İşletme Araştırmaları Dergisi, 77-94.
Kiyosaki, R. T., & Lechter, S. L. (2003). You Can Choose to Be Rich: Rich Dad's 3-step Guide to Wealth (Rich Dad Book Series). Cashflow Technologies, Inc.
Lakonishok, J., Shleifer, A., & Vishny, R. W. (1992). Impact of institutional trading on stock prices. Journal of Financial Economics, 23-43.
Malkiel, B. G. (2003). The efficient market hypothesis and its critics. Journal of economic perspective, 59 – 82.
Markowitz, H. (1952). Portfolio Selection. The Journal of Finance, 77-91.
Miller, D. T., & Ross, M. (1975). Self-serving biases in the attribution of causality: Fact or fiction? Psychological Bulletin, 213-225.
Odean, T. (1998). Are investors reluctant to realize their losses? THE JOURNAL OF FINANCE, 1775-1798.
Odean, T. (1999). Do investors trade too much? The American economic review, 1279-1298.
Özsu, H. H. (2015). Empirical analysis of herd behavior. International Journal of Economic Sciences, 27-52.
Padungsaksawasdi, C., Treepongkaruna, S., & Brooks, R. (2019). Investor attention and stock market activities: New evidence from panel data. International Journal of Financial studies, 1-19.
Peeters, G., & Czapinski, J. (1990). Positive-negative asymmetry in evaluations: The distinction between affective and informational negativity effects. European review of social psychology, 33-60.
Peng, L., & Xiong, W. (2006). Investor attention, overconfidence and category learning. Journal of Financial Economics, 563-602.
Richards, T. (2014). Investing Psychology. Wiley.
Roll, R. (1984). Orange juice and weather. The American Economic Review, 861-880.
Scharfstein, D. S., & Stein, J. C. (1990). Herd behavior and investment. American Economic Review, 465-479.
Schwartz, H. (2010). Behavioral finance: investors, corporations and markets. Wiley.
Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The Journal of Finance, 425-442.
Shefrin, H., & Statman, M. (1985). The disposition to sell winners too early and ride losers too long: Theory and evidence. THE JOURNAL OF FINANCE, 777-790.
Shleifer, A. (2000). Inefficient markets: An introduction to behavioral finance. Oxford University Press.
Shleifer, A., & Vishny, R. W. (1997). The limits of arbitrage. The Journal of Finance, 35-55.
Song, M., Kim, D., & Won, C. (2009). Earnings Uncertainty and Analyst Forecast Herding. Asia-Pacific Journal of Financial Studies, 545-574.
Stone, A. A., Schwartz, J. E., Schwarz, N., Schkade, D., Krueger, A., & Kahneman, D. (2006). A Population Approach to the Study of Emotion: Diurnal Rhythms of a Working Day Examined With the Day Reconstruction Method. Emotion, 139–149.
Suls, J., & Mullen, B. (1981). Life events, perceived control and illness: The role of uncertainty. Journal of Human Stress, 30-34.
Sun, H.-M., & Shyu, J. (2010). Do Institutional Investors Herd in Emerging Markets? Asian Journal of Finance & Accounting, 1-19.
Szyszka, A. (2013). Behavioral finance and capital markets. PALGRAVE MACMILLAN.
Tan, L., Chiang, T. C., Mason, J. R., & Nelling, E. (2008). Herding behavior in Chinese stock markets. Pacific-Basin Finance Journal, 61-77.
Taylor, S. E. (1991). Asymmetrical effects of positive and negative events: The mobilization-minimization hypothesis. Psychological Bulletin, 67-85.
Tierney, J., & Baumeister, R. F. (2019). The power of bad: how the negativity effect rules us and how we can rule it. New York: Penguin Press.
Tversky, A., & Kahneman, D. (1974). Judgment under Uncertainty. Science, 1124-1131.
Yasir, M. (2018). An empirical investigation of herding behavior in emerging stock markets: a structural break approach for BRIC countries and turkey. Izmir:
https://tez.yok.gov.tr/UlusalTezMerkezi/tezSorguSonucYeni.jsp.
Zuckerman, M. (1979). Attribution of success and failure revisited: The motivational bias is alive and well in attribution theory. Journal of Personality, 245–287.