Emotions, moods and hyperreality: social media and the stock market during the first phase of COVID-19 pandemic

IF 4.6 3区 管理学 Q1 BUSINESS, FINANCE
A. Lazzini, S. Lazzini, Federica Balluchi, Marco Mazza
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引用次数: 15

Abstract

PurposeThis paper aims to expand the emerging literature on COVID-19 and the financial markets by searching for a relationship between the uncertainty of the first phase of the COVID-19 pandemic experienced through social media and the extreme volatility of the Italian stock market.Design/methodology/approachThe authors analyze the relationship between social media and stock market trends during the first phase of the COVID-19 pandemic through the lens of social theory and Baudrillard's simulacra and hyperreality theory. The authors conducted the data analysis in two phases: the emotional and Granger correlation analysis by using the KPI6 software to analyze 3,275,588 tweets for the predominant emotion on each day and observe its relationship with the stock market.FindingsThe research results show a significant Granger causality relation between tweets on a particular day and the closing price of the FTSE MIB during the first phase of the COVID-19 epidemic. The results highlight a strong relationship between social media hyperreality and the real world. The study confirms the role of social media in predicting stock market volatility.Research limitations/implicationsThe findings have theoretical and practical implications as they reveal the relevance of social media in our society and its relationship with businesses and economies. In an emergency, social media, as an expression of users' feelings and emotions, can generate a state of hyperreality that is strong correlated with reality. Since social media allows users to publish and share messages without any filter and mediation, the hyperreality generated is affected by highly subjective elements.Originality/valueThis research is different from the previous ones on the same topic because unlike previous studies, conducted under normal or simulated scenarios, this study is focused on the first phase of an unpredictable and unforeseen emergency event: the COVID-19 pandemic. This research adopts a multidisciplinary approach and integrates previous studies on the economic and financial effects generated by social media by applying well-known theories to a new and unexplored context. The study reveals the significant impact generated by social media on stock markets during a global pandemic.
情绪、情绪和超现实:COVID-19大流行第一阶段的社交媒体和股市
本文旨在通过寻找通过社交媒体经历的COVID-19大流行第一阶段的不确定性与意大利股市的极端波动之间的关系,来扩展关于COVID-19和金融市场的新兴文献。设计/方法/途径作者通过社会理论和鲍德里亚的拟像和超现实理论的视角,分析了COVID-19大流行第一阶段社交媒体与股市趋势之间的关系。作者将数据分析分为情绪分析和格兰杰相关分析两个阶段,使用KPI6软件对每天的3275588条推文进行主导情绪分析,并观察其与股市的关系。研究结果表明,在COVID-19流行的第一阶段,特定一天的推文与富时MIB的收盘价之间存在显著的格兰杰因果关系。研究结果强调了社交媒体超现实与现实世界之间的密切关系。该研究证实了社交媒体在预测股市波动方面的作用。研究局限性/启示这些发现具有理论和实践意义,因为它们揭示了社交媒体在我们社会中的相关性及其与商业和经济的关系。在紧急情况下,社交媒体作为用户感受和情绪的表达,可以产生一种与现实强烈关联的超现实状态。由于社交媒体允许用户在没有任何过滤和中介的情况下发布和分享信息,因此产生的超现实性受到高度主观因素的影响。独创性/价值本研究不同于以往关于同一主题的研究,因为与以往在正常或模拟场景下进行的研究不同,本研究侧重于不可预测和不可预见的紧急事件的第一阶段:COVID-19大流行。本研究采用多学科研究方法,通过将知名理论应用于一个新的、未被探索的背景,整合了以往关于社交媒体产生的经济和金融效应的研究。该研究揭示了在全球大流行期间,社交媒体对股市产生的重大影响。
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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来源期刊
CiteScore
9.50
自引率
14.30%
发文量
77
期刊介绍: Dedicated to the advancement of accounting knowledge, the Accounting, Auditing & Accountability Journal publishes high quality manuscripts concerning the interaction between accounting/auditing and their socio-economic and political environments, encouraging critical analysis of policy and practice in these areas. The journal also seeks to encourage debate about the philosophies and traditions which underpin the accounting profession, the implications of new policy alternatives and the impact of accountancy on the socio-economic and political environment.
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