An empirical examination of investor sentiment and stock market volatility: evidence from India

被引:63
作者
Haritha, P. H. [1 ]
Rishad, Abdul [2 ]
机构
[1] Cent Univ Kerala, Kasaragod, India
[2] Cent Univ Himachal Pradesh, Dharmshala, Himachal Prades, India
关键词
Investor sentiment; Stock market volatility; Principal component analysis; GARCH; Granger causality test; ASSET PRICES; BEHAVIOR; RETURNS; IMPACT; RATIO;
D O I
10.1186/s40854-020-00198-x
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Understanding the irrational sentiments of the market participants is necessary for making good investment decisions. Despite the recent academic effort to examine the role of investors' sentiments in market dynamics, there is a lack of consensus in delineating the structural aspect of market sentiments. This research is an attempt to address this gap. The study explores the role of irrational investors' sentiments in determining stock market volatility. By employing monthly data on market-related implicit indices, we constructed an irrational sentiment index using principal component analysis. This sentiment index was modelled in the GARCH and Granger causality framework to analyse its contribution to volatility. The results showed that irrational sentiment significantly causes excess market volatility. Moreover, the study indicates that the asymmetrical aspects of an inefficient market contribute to excess volatility and returns. The findings are crucial for retail investors as well as portfolio managers seeking to make an optimum portfolio to maximise profits.
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页数:15
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共 58 条
[1]   Principal component analysis [J].
Abdi, Herve ;
Williams, Lynne J. .
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2010, 2 (04) :433-459
[2]   Do Indian stock market sentiments impact contemporaneous returns? [J].
Aggarwal, Divya ;
Mohanty, Pitabas .
SOUTH ASIAN JOURNAL OF BUSINESS STUDIES, 2018, 7 (03) :332-346
[3]   The Determinants of Stock and Bond Return Comovements [J].
Baele, Lieven ;
Bekaert, Geert ;
Inghelbrecht, Koen .
REVIEW OF FINANCIAL STUDIES, 2010, 23 (06) :2374-2428
[4]   The equity share in new issues and aggregate stock returns [J].
Baker, M ;
Wurgler, J .
JOURNAL OF FINANCE, 2000, 55 (05) :2219-2257
[5]   Market liquidity as a sentiment indicator [J].
Baker, M ;
Stein, JC .
JOURNAL OF FINANCIAL MARKETS, 2004, 7 (03) :271-299
[6]   Investor sentiment in the stock market [J].
Baker, Malcolm ;
Wurgler, Jeffrey .
JOURNAL OF ECONOMIC PERSPECTIVES, 2007, 21 (02) :129-151
[7]   Investor sentiment and the cross-section of stock returns [J].
Baker, Malcolm ;
Wurgler, Jeffrey .
JOURNAL OF FINANCE, 2006, 61 (04) :1645-1680
[8]   Global, local, and contagious investor sentiment [J].
Baker, Malcolm ;
Wurgler, Jeffrey ;
Yuan, Yu .
JOURNAL OF FINANCIAL ECONOMICS, 2012, 104 (02) :272-287
[9]   A model of investor sentiment [J].
Barberis, N ;
Shleifer, A ;
Vishny, R .
JOURNAL OF FINANCIAL ECONOMICS, 1998, 49 (03) :307-343
[10]   NOISE [J].
BLACK, F .
JOURNAL OF FINANCE, 1986, 41 (03) :529-543