Effects of investor sentiment and country governance on unexpected conditional volatility during the COVID-19 pandemic: Evidence from global stock markets
- PMID: 36532086
- PMCID: PMC9033296
- DOI: 10.1016/j.irfa.2022.102186
Effects of investor sentiment and country governance on unexpected conditional volatility during the COVID-19 pandemic: Evidence from global stock markets
Abstract
This paper first investigates the relationship between investor sentiment, captured by internet search behaviour, and the unexpected component of stock market volatility during the COVID-19 pandemic. According to data on 12 major stock markets, our research indicates a positive correlation between the Google search volume index on COVID-19 and the unexpected volatility of stock markets. The result suggests that greater COVID-19-related investor sentiment during this pandemic is associated with higher stock market uncertainty. Our study further examines whether country-level governance plays a role in protecting stock markets during this pandemic and reveals that the unexpected conditional volatility is lower when a country's governance is more effective. The impact of investor sentiment and country governance on unexpected volatility after the initial shock of COVID-19 is also investigated. The findings demonstrate the importance of establishing good country-level governance that can effectively reduce stock market uncertainty in the context of this pandemic, and support continual policy development related to investor protection.
Keywords: COVID-19; Country governance; Investor protection; Investor sentiment; Volatility.
© 2022 The Authors.
Conflict of interest statement
None. This research did not receive any specific grant from funding agencies.
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References
-
- Baker M., Wurgler J. Investor sentiment and the cross-section of stock returns. The Journal of Finance. 2006;61(4):1645–1680.
-
- Black F. Noise. The Journal of Finance. 1986;41(3):528–543.