Impact of social Media and Google on stock Markets During a Pandemic: The Case of an Airline

Q3 Economics, Econometrics and Finance
A. N. Nepp, Z. F. Dzhuraeva
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Abstract

The outbreak of the pandemic has dealt a tangible blow to the global economy, in particular by causing the collapse of stock markets. Most countries have taken measures to contain the coronavirus related to the restriction of human mobility. One of the main victims of such actions were airlines. In order to examine the direct and indirect effects of the pandemic, we investigated the long- and short-term effects on airline stock price volatility of the spread of coronavirus, social media attention to it, the vaccines against coronavirus and restrictive measures in relation to the pandemic. The ARDL model with MG and PMG estimates was applied after the preliminary stability tests for airlines in developed and developing countries. We analyzed the period of the greatest anti-COVID restrictions from 23 March 2020 to 23 March 2021. We reached the following conclusions . Firstly, the increase in the number of cases and deaths from COVID-19 was accompanied by a short-term increase in the volatility of airline stock prices. Secondly, Twitter’s increased focus on COVID-19-related restrictive measures and vaccines against it was accompanied by a short-term increase in airline stock price volatility. Thirdly, the increasing attention at Google on airline restrictions has been accompanied by the long-term effects of rising stock volatility. Our results demonstrate that with the spread of the Internet and social media, the impact of the pandemic on stock markets occurs not only through direct effects on the determinants of Solow’s economic growth model, but also through indirect effects of social media and the Internet on investor behavior through the formation of fear and hysteria in them.
大流行期间社交媒体和谷歌对股市的影响:以一家航空公司为例
大流行病的爆发对全球经济造成了切实的打击,特别是造成了股票市场的崩溃。大多数国家都采取了与限制人员流动有关的措施来控制冠状病毒。这类行动的主要受害者之一是航空公司。为了检验大流行的直接和间接影响,我们调查了冠状病毒的传播、社交媒体对冠状病毒的关注、冠状病毒疫苗和与大流行相关的限制措施对航空公司股价波动的长期和短期影响。在对发达国家和发展中国家的航空公司进行了初步的稳定性试验后,应用了具有MG和PMG估计的ARDL模型。我们分析了2020年3月23日至2021年3月23日这段最严格的抗疫限制时期。我们得出了以下结论。首先,新冠肺炎病例和死亡人数的增加伴随着航空公司股价的短期波动加剧。其次,推特越来越关注与covid -19相关的限制措施和疫苗,同时航空公司股价的波动也在短期内加剧。第三,谷歌对航空公司限制的日益关注伴随着股票波动性上升的长期影响。我们的研究结果表明,随着互联网和社交媒体的传播,大流行对股市的影响不仅通过直接影响索洛经济增长模型的决定因素,而且通过社交媒体和互联网对投资者行为的间接影响,通过他们的恐惧和歇斯底里的形成。
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来源期刊
Finance: Theory and Practice
Finance: Theory and Practice Economics, Econometrics and Finance-Economics, Econometrics and Finance (miscellaneous)
CiteScore
1.30
自引率
0.00%
发文量
84
审稿时长
8 weeks
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