An empirical examination of investor sentiment and stock market volatility: evidence from India
Эмпирическое исследование настроений инвесторов и волатильности фондового рынка: данные по Индии
2020-10-11
SCID: 54.1/7wz227gw
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GARCHGranger causalityIndiaasymmetric market inefficiencyinvestor sentimentirrational sentiment indexprincipal component analysisstock market volatility
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Abstract (AI)
Abstract 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.
Key Findings
1
An irrational investor sentiment index was constructed from monthly market-related implicit indices using principal component analysis.
2
Asymmetrical aspects of an inefficient market (market inefficiency/asymmetry) contribute to excess volatility and returns.
3
Findings imply practical relevance for retail investors and portfolio managers aiming to optimize portfolios and maximize profits.
4
Modeling with GARCH shows that irrational sentiment contributes materially to market volatility.
5
The constructed irrational sentiment index significantly Granger-causes excess stock market volatility in India.
Research Object
Irrational investor sentiment index for the Indian stock market (constructed from monthly market-related implicit indices)
Research Subject
The contribution/causal effect of irrational investor sentiment (and its asymmetrical manifestations in an inefficient market) on stock market volatility and excess returns, analyzed via PCA-derived sentiment index, GARCH modelling, and Granger causality
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2020-10-11
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