Does Uncertainty Drive Herding Behavior in Indonesia Stock Exchange

Authors

  • Windijarto Windijarto Faculty of Economics and Business, Airlangga University
  • Puput Tri Komalasari Faculty of Economics and Business, Airlangga University

DOI:

https://doi.org/10.47747/fmiic.v1i1.2170

Abstract

Herding behavior increases along with market risk, corporate uncertainty aggregate uncertainty. This research aims to investigate herding behavior in the Indonesian capital market by considering conditions of uncertainty. There are two uncertainty indicators used in this research, namely stock market volatility and COVID-19. By using daily data from companies listed on the LQ45 index, the research found that herding behavior was not detected when using the basic herding model, but when entering transaction volume variables and lagged dependent variables, we found that there was herding behavior during the 2017-2023 period. Furthermore, by including uncertainty variables, our research found an asymmetry of herding behavior: investors tend to herd when the market experiences high volatility and during the COVID-19 pandemic. Outside of these two periods, we found no empirical evidence of herding behavior in Indonesia. These results strengthen the theoretical framework that high uncertainty triggers herding behavior.

References

Akhtaruzzaman, M., Boubaker, S., & Sensoy, A. (2021). Financial contagion during COVID–19 crisis. Finance Research Letters, 38(May 2020), 101604. https://doi.org/10.1016/j.frl.2020.101604

Alexakis, C., Chantziaras, A., Economou, F., Eleftheriou, K., & Grose, C. (2023). Animal Behavior in Capital markets: Herding formation dynamics, trading volume, and the role of COVID-19 pandemic. North American Journal of Economics and Finance, 67(May), 101946. https://doi.org/10.1016/j.najef.2023.101946

Arjoon, V., & Shekhar, C. (2017). Dynamic Herding Analysis in a Frontier Market. Research in International Business and Finance, 42, 496–508. https://doi.org/10.1016/j.ribaf.2017.01.006

Ashraf, B. N. (2020). Stock markets’ reaction to COVID-19: Cases or fatalities? Research in International Business and Finance, 54(May), 101249. https://doi.org/10.1016/j.ribaf.2020.101249

Avery, C., & Zemsky, P. (1998). Multidimensional Uncertainty and Herd Behavior in Financial Markets. American Economic Review, 88(4), 724–748. https://www.jstor.org/stable/117003

Bai, L., Wei, Y., Wei, G., Li, X., & Zhang, S. (2021). Infectious disease pandemic and permanent volatility of international stock markets: A long-term perspective. Finance Research Letters, 40(May 2020), 101709. https://doi.org/10.1016/j.frl.2020.101709

Banerjee, A. V. (1992). A Simple Model of Herd Behavior. Quarterly Journal of Economics, 107(3), 797–817. https://doi.org/10.1016/j.intfin.2012.09.007

BenSaïda, A. (2017). Herding Effect on Idiosyncratic Volatility in U.S. Industries. Finance Research Letters, 23, 121–132. https://doi.org/10.1016/j.frl.2017.03.001

Bikhchandani, S., Hirshleifer, D., & Welch, I. (1992). A Theory of Fads, Fashion, Custom, and Cultural Change as Informational Cascades. Journal of Political Economy, 100(5), 992–1026. https://doi.org/10.1086/261849

Chang, E. C., Cheng, J. W., & Khorana, A. (2000). An Examination of Herd Behavior in Equity Markets: An International Perspective. Journal of Banking & Finance, 24, 1651–1679. https://doi.org/10.1002/ijc.2910340112

Chattopadhyay, M., Garg, A. K., & Mitra, S. K. (2018). Herding by Foreign Institutional Investors: An Evidential Exploration for Persistence and Predictability. Journal of Behavioral Finance, 19(1), 73–88. https://doi.org/10.1080/15427560.2017.1373282

Chen, T. (2013). Do Investors Herd in Global Stock Markets? Journal of Behavioral Finance, 14(3), 230–239. https://doi.org/10.1080/15427560.2013.819804

Choe, H., Kho, B.-C., & Stulz, R. M. (1999). Do Foreign Investors Destabilize Stock Markets? The Korean Experience in 1997. Journal of Financial Economics, 54(2), 227–264. https://doi.org/10.1016/S0304-405X(99)00037-9

Christie, W. G., & Huang, R. D. (1995). Following the Pied Piper: Do Individual Returns Herd Around the Market? Financial Analysts Journal, 51(4), 31–37. https://doi.org/10.1016/j.jfineco.2008.12.009

Coy, P. (2020). The Great Coronavirus Crash of 2020 Is Different. Bloomberg Businessweek. https://www.bloomberg.com/news/articles/2020-03-19/the-great-coronavirus-crash-of-2020-is-different

De Bondt, W. F. M., & Thaler, R. (1985). Does the Stock Market Overreact? The Journal of Finance, 40(3), 793–805. https://doi.org/10.1111/j.1540-6261.1985.tb05004.x

Economou, F., Kostakis, A., & Philippas, N. (2011). Cross-country Effects in Herding Behaviour: Evidence from Four South European Markets. Journal of International Financial Markets, Institutions & Money, 21(3), 443–460. https://doi.org/10.1016/j.intfin.2011.01.005

French, K. R. (1980). Stock Returns and the Weekend Effect. Journal of Financial Economics, 8, 55–69.

Ghorbel, A., Snene, Y., & Frikha, W. (2022). Does herding behavior explain the contagion of the COVID-19 crisis? Review of Behavioral Finance, 15(6), 889–915. https://doi.org/10.1108/RBF-12-2021-0263

Grinblatt, M., Titman, S., & Wermers, R. (1995). Momentum Investment Strategies, Portfolio Performance, and Herding: A Study of Mutual Fund Behavior. The American Economic Review, 85(5), 1088–1105. http://www.jstor.org/stable/2950976

Henker, J., Henker, T., & Mitsios, A. (2006). Do Investors Herd Intraday in Australian Equities? International Journal of Managerial Finance, 2(3), 196–219. https://doi.org/10.1108/17439130610676475

Huang, T.-C., Lin, B.-H., & Yang, T.-H. (2015). Herd Behavior and Idiosyncratic Volatility. Journal of Business Research, 68(4), 763–770. https://doi.org/10.1016/j.jbusres.2014.11.025

Huynh, N., Nguyen, D. T., & Tran, Q. T. (2023). Herding in the Australian stock market during the era of COVID-19: the roles of liquidity, government interventions and mood contagion. Managerial Finance. https://doi.org/10.1108/mf-02-2023-0138

Ionescu, C. (2012). The Herd Behavior and The Financial Instability. Annals of the University of Petrosani, Economics, 12(1), 129–140.

Keynes, J. M. (1936). The General Theory of Employment, Interest, and Money. Cambridge University Press.

Komalasari, P. T., Asri, M., Purwanto, B. M., & Setiyono, B. (2022). Herding Behaviour in the Capital Market: What Do We Know and What Is Next? In Management Review Quarterly (Vol. 72, Issue 3). Springer International Publishing. https://doi.org/10.1007/s11301-021-00212-1

Lin, M. C. (2018). The impact of aggregate uncertainty on herding in analysts’ stock recommendations. International Review of Financial Analysis, 57(February), 90–105. https://doi.org/10.1016/j.irfa.2018.02.006

Litimi, H., Bensaïda, A., & Bouraoui, O. (2016). Herding and Excessive Risk in the American Stock Market: A Sectoral Analysis. Research in International Business and Finance, 38, 6–21. https://doi.org/10.1016/j.ribaf.2016.03.008

Loang, O. K., & Ahmad, Z. (2023). Empirical Analysis of Global Markets Herding on COVID-19 Effect. Vision, 0(0). https://doi.org/https://doi.org/10.1177/09722629221146653

Lyócsa, Š., & Molnár, P. (2020). Stock market oscillations during the corona crash: The role of fear and uncertainty. Finance Research Letters, 36(June), 101707. https://doi.org/10.1016/j.frl.2020.101707

Narayan, P. K., Gong, Q., & Ahmed, H. J. A. (2022). Is there a pattern in how COVID-19 has affected Australia’s stock returns? Applied Economics Letters, 29(3), 179–182. https://doi.org/10.1080/13504851.2020.1861190

Nguyen, Y. V. B., & Vo, A. H. K. (2023). Herding behavior before and after COVID-19 pandemic: evidence from the Vietnam stock market. Journal of Economic Studies. https://doi.org/10.1108/JES-01-2023-0031

Nouri-Goushki, M., & Hojaji, S. N. (2023). Herding behavior and government policy responses: Evidence from COVID-19 effect. Heliyon, 9(7), e17964. https://doi.org/10.1016/j.heliyon.2023.e17964

Pompian, M. M. (2006). Behavioral Finance and Wealth Management. John Wiley & Sons Ltd. https://doi.org/10.1002/9781119202400

Rompotis, G. G. (2018). Herding Behavior among Exchange-Traded Funds. Journal of Behavioral Finance, 0(0), 1–15. https://doi.org/10.1080/15427560.2018.1431886

Ullah, S. (2023). Impact of COVID-19 Pandemic on Financial Markets: a Global Perspective. Journal of the Knowledge Economy, 14(2), 982–1003. https://doi.org/10.1007/s13132-022-00970-7

Wasserman, H. (2020). SA shares just suffered another big crash – here’s where history says the JSE could be in a year. Business Insider. https://www.news24.com/news24/bi-archive/jse-crashes-2020-3

Wermers, R. (1999). Mutual Fund Herding and the Impact on Stock Prices. The Journal of Finance, 54(2), 581–622. https://doi.org/10.1111/0022-1082.00118

Wood, A. S. (1995). Behavioral Finance and Decision Theory in Investment Management : An Overview. In Behavioral Finance and Decision Theory in Investment Management (p. 1). AIMR (CFA Institute).

Yao, J., Ma, C., & He, W. P. (2014). Investor Herding Behaviour of Chinese Stock Market. International Review of Economics & Finance, 29, 12–29. https://doi.org/10.1016/j.iref.2013.03.002

Yavuzaslan, K., & Ozkan, N. (2023). Herding behaviour in Turkish stock market sector indices: the effect of COVID-19 outbreak. International Journal of Monetary Economics and Finance, 15(5), 430–450. https://doi.org/https://doi.org/10.1504/IJMEF.2022.128476

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Published

2024-08-31