The evolution of herd behavior: Will herding disappear over time?. Issue 3 (7th October 2019)

• Record Type: Journal Article
• Authors: Shantha, Kalugala Vidanalage Aruna
• Is Part Of: Studies in economics and finance. Volume 36:Issue 3(2019)
• Page Start: 637
• Page End: 661
• Publication Date: 2019-10-07
• Subjects: Quantile regression -- Adaptive market hypothesis -- Colombo stock exchange -- Frontier market -- Herd evolution -- Market bubble and crash -- Investor learning -- Negative herding; C12 -- C31 -- G14 -- G41; Economics -- Periodicals; Finance -- Periodicals; 330
• DOI: 10.1108/SEF-06-2018-0175
• Languages: English
• ISSNs: 1086-7376

Abstract

Abstract : Purpose: The purpose of this paper is to examine the evolutionary nature of herding phenomenon in the context of a frontier stock market, the Colombo Stock Exchange of Sri Lanka. Design/methodology/approach: This study applies the cross-sectional absolute deviation methodology for daily frequencies of data of all the common stocks listed during the period from April 2000 to March 2018. The regression coefficients are estimated by using both the ordinary least square and the quantile regression procedures. Findings: The findings reveal significant changes to the pattern of herding over different market periods, each with specific characteristics. Herding is strongly evident in up and down market days in the 2000-2009 period, during which the market was highly uncertain with the impact of the political instability of the country due to the Civil War on the stock trading. Even after this Civil War period, herd tendency is strongly manifested toward the up market direction as a result of the investors' optimism about the country's economy and political stability, which caused to a speculative bubble in the market. After that, it is turned into negative herding due to the panic selling occurred in view of the uncertainty of the inflated prices, which led to a market crash. Notably, herding appears to be consistently absent over the period after the crash, despite the presence of herd motives such as high market uncertainties triggered by political instability and economic crisis during that period. Research limitations/implications: The findings suggest that herd behavior is an evolving phenomenon in financial markets. Consistent with the adaptive market hypothesis, the absence of herding evident after the market crash could be attributed to the investors' learning of the irrationality of herding/negative herding for adapting to market conditions. As a result, herding and negative herding tendencies declined and disappeared at the aggregate market level. Originality/value: This study contributes to the literature by providing novel evidence on the evolutionary nature of behavioral biases, particularly herding, as predicted by the adaptive market hypothesis. With the application of the quantile regression procedure, in addition to customary used ordinary least squares approach, it also provides robust evidence on this phenomenon.