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Too Sensitive to Fail: The Impact of Sentiment Connectedness on Stock Price Crash Risk
Jie Cao1, Guoqing He2, Yaping Jiao2
1School of Economics and Management, Changsha University of Science and Technology, Changsha 410076, China.
Entropy (Basel, Switzerland)
|April 26, 2025
Summary
Firms with high investor sentiment connectedness face greater stock price crash risk. This risk is amplified during market surges or declines, highlighting the importance of sentiment spillover networks.
Area of Science:
- Financial Economics
- Behavioral Finance
- Network Analysis
Background:
- Investor sentiment significantly influences stock prices.
- Understanding sentiment spillover networks is crucial for market stability.
- Stock price crash risk remains a key concern for investors and regulators.
Purpose of the Study:
- To investigate the relationship between investor sentiment spillover networks and stock price crash risk.
- To assess the impact of sentiment connectedness on the likelihood of firm-level stock price crashes.
- To differentiate the effects of network-level sentiment from individual firm sentiment on crash risk.
Main Methods:
- Analysis of a sample of S&P 500 stocks.
- Construction and examination of an investor sentiment spillover network.
- Econometric analysis controlling for stock price synchronicity, accounting conservatism, and corporate governance.
Main Results:
- Firms with higher sentiment connectedness exhibit a greater propensity for stock price crashes.
- Sentiment connectedness, rather than individual firm sentiment, is the primary driver of crash risk, especially during market extremes.
- The findings are robust to various control variables.
Conclusions:
- Investor sentiment connectedness within a network significantly elevates stock price crash risk.
- Risk management strategies should consider the systemic effects of sentiment spillovers.
- Regulatory bodies should monitor sentiment connectedness to ensure market stability.
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