第一波COVID-19大流行对隐含股市波动的影响:使用谷歌趋势指标的国际证据

Q1 Economics, Econometrics and Finance Journal of Economic Asymmetries Pub Date : 2023-06-12 DOI:10.1016/j.jeca.2023.e00317
Stephanos Papadamou , Athanasios P. Fassas , Dimitris Kenourgios , Dimitrios Dimitriou
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引用次数: 1

摘要

本文研究了COVID-19爆发期间投资者关注(以谷歌搜索查询衡量)与股票隐含波动率之间的关系。最近的研究表明,搜索投资者行为数据是一个极其丰富的预测数据库,当不确定性水平较高时,投资者有限注意力增加。我们的研究使用了第一波COVID-19大流行(2020年1月至4月)期间全球13个国家的数据,研究了大流行的“主题和术语”搜索是否会影响市场参与者对未来已实现波动率的预期。我们的实证研究结果表明,随着对COVID-19的恐慌和不确定性,大流行期间互联网搜索量的增加导致信息以更快的速度流入金融市场,从而直接或通过股票收益-风险关系导致更高的隐含波动率。更具体地说,对于后者,随着b谷歌搜索查询的增加,VIX的杠杆效应变得更强。对隐含波动率的直接和间接影响都突出了大流行期间存在的规避风险渠道。我们还发现,这些影响在欧洲比在世界其他地区更强烈。此外,在面板向量自回归框架中,我们表明股票回报的积极冲击可能会缓解欧洲与covid相关的谷歌搜索。我们的研究结果表明,基于谷歌的对COVID-19的关注导致股市的风险厌恶情绪上升。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Effects of the first wave of COVID-19 pandemic on implied stock market volatility: International evidence using a google trend measure

This paper investigates the relationship between investors' attention, as measured by Google search queries, and equity implied volatility during the COVID-19 outbreak. Recent studies show that search investors' behavior data is an extremely abundant repository of predictive data, and investor-limited attention increases when the uncertainty level is high. Our study using data from thirteen countries across the globe during the first wave of the COVID-19 pandemic (January–April 2020) examines whether the search “topic and terms” for the pandemic affect market participants’ expectations about future realized volatility. With the panic and uncertainty about COVID-19, our empirical findings show that increased internet searches during the pandemic caused the information to flow into the financial markets at a faster rate and thus resulting in higher implied volatility directly and via the stock return-risk relation. More specifically for the latter, the leverage effect in the VIX becomes stronger as Google search queries intensify. Both the direct and indirect effects on implied volatility, highlight a risk-aversion channel that operates during the pandemic. We also find that these effects are stronger in Europe than in the rest of the world. Moreover, in a panel vector autoregression framework, we show that a positive shock on stock returns may soothe COVID-related Google searches in Europe. Our findings suggest that Google-based attention to COVID-19 leads to elevated risk aversion in stock markets.

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来源期刊
Journal of Economic Asymmetries
Journal of Economic Asymmetries Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
4.80
自引率
0.00%
发文量
42
审稿时长
50 days
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