A flight-to-safety from Bitcoin to stock markets: Evidence from cyber attacks
研究发现加密货币交易所遭黑客攻击后，投资者因风险意识增强而将资金从加密货币市场转向更安全的股票市场，形成避险效应，且社交媒体情绪可预警攻击并衡量避险压力。
We discover a novel flight-to-safety (FTS) effect from cryptocurrency markets to stock markets, triggered by a series of hacking attacks on cryptocurrency exchanges. This phenomenon is driven by heightened uncertainty, which increases investors’ risk awareness and prompts asset reallocation in favour of safer stock markets over riskier cryptocurrency markets. We conduct an extensive global examination of this effect across 39 countries and confirm this novelty. This effect is amplified by frequent attacks when investors’ risk awareness is strengthened. Notably, social media sentiment surrounding these attacks serves as both a timely warning indicator for upcoming hacking events and a measure of the FTS pressure following such attacks. We conclude that the collapsed investor confidence and increased risk aversion are the primary cause of such an effect. We further substantiate the FTS hypothesis by offering evidence of significant abnormal fund flows into US mutual funds following these hacking events. As such, through the lens of cyber attacks, we document how a shock in cryptocurrency markets is transmitted into stock markets via investors’ FTS behaviour. • We discover a flight-to-safety (FTS) effect from cryptocurrency to stock markets. • The FTS effect is amplified by more frequent cyberattacks. • Social media sentiment can warn upcoming hacking events and measure FTS pressure. • The FTS is driven by collapsing investor confidence and heightened risk aversion. • Evidence from US mutual fund supports our novel FTS effect.