Individual Investors' Learning Behavior and Its Impact on Their Herd Bias: An Integrated Analysis in the Context of Stock Trading

被引:23
作者
Shantha, Kalugala Vidanalage Aruna [1 ,2 ]
机构
[1] Wuhan Univ Technol, Sch Management, Wuhan 430070, Hubei, Peoples R China
[2] Rajarata Univ Sri Lanka, Fac Management Studies, Mihintale 50300, Sri Lanka
关键词
herding; behavioral bias; adaptive market hypothesis; self-reflection; Colombo stock exchange; market efficiency; investor education; MUTUAL FUND MANAGERS; PLS-SEM; MARKETS; EXPERIENCE; RECOMMENDATIONS; OVERCONFIDENCE; INFORMATION; VARIABLES; MODELS;
D O I
10.3390/su11051448
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The efficient functioning of capital markets ensures that information on companies' sustainable development endeavors is fully and instantly incorporated into stock prices, which facilitates them in raising capital requirements at a lower cost. It, however, is impaired when market participants are inclined to behavioral biases. The Adaptive Market Hypothesis predicts that such behavioral biases are evolutionary. In that sense, market participants are capable of learning their behavioral mistakes and adapting to market conditions over time. Based on this perspective, this paper aims to explore how learning occurs within individual investors to reduce their herd bias. The data was collected by distributing a web-based self-administrated questionnaire to a sample of 1000 individual investors of the Colombo Stock Exchange, who were randomly selected during a period from March to August 2018. A total of 189 responses were received, which were analyzed using the structural equation modelling technique to test the hypotheses of the theoretical model. The results show that learning takes place when investors cognitively evaluate past trading experiences, which is induced by their desire for learning, and, consequently, reduces their herd bias. However, as the model predicts, strengthening this cognitive reflection from the relationship with the investment advisor and social learning among investors through their peer-relationships appear to be absent due to uncertain market conditions prevailed during the study period and dominance of unsophisticated investors in the market. From these findings, this paper concludes that the cognitive reflection of past experiences and the nature of the trading environment determine the extent of learning within individual investors.
引用
收藏
页数:24
相关论文
共 86 条
[71]   A conceptual framework on individual investors' learning behavior in the context of stock trading: An integrated perspective [J].
Shantha, Kalugala Vidanalage Aruna ;
Chen Xiaofang ;
Gamini, L. P. S. .
COGENT ECONOMICS & FINANCE, 2018, 6 (01) :1-22
[72]   Herding in financial markets: a review of the literature [J].
Spyrou, Spyros .
REVIEW OF BEHAVIORAL FINANCE, 2013, 5 (02) :175-194
[73]   CROSS-VALIDATORY CHOICE AND ASSESSMENT OF STATISTICAL PREDICTIONS [J].
STONE, M .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1974, 36 (02) :111-147
[74]   An update of transformative learning theory: a critical review of the empirical research (1999-2005) [J].
Taylor, Edward .
INTERNATIONAL JOURNAL OF LIFELONG EDUCATION, 2007, 26 (02) :173-191
[75]   ON THE DEFINITION OF A CONFOUNDER [J].
Vanderweele, Tyler J. ;
Shpitser, Ilya .
ANNALS OF STATISTICS, 2013, 41 (01) :196-220
[76]  
Wang L., 2018, Journal of Physics: Conference Series, V1039, DOI 10.1088/1742-6596/1039/1/012022
[77]  
Waweru NelsonMaina., 2008, International Journal of Business and Emerging Markets, V1, P24, DOI DOI 10.1504/IJBEM.2008.019243
[78]  
Waygood Steve., 2011, Journal of Sustainable Finance and Investment, V1, P81, DOI DOI 10.3763/JSFI.2010.0008
[79]  
WCED World Commission on Environment and Development, 1987, Report of the World Commission on Environment and Development: Our Common Future
[80]   A confirmatory factor analysis of the Self-Directed Learning Readiness Scale [J].
Williams, Brett ;
Brown, Ted .
NURSING & HEALTH SCIENCES, 2013, 15 (04) :430-436