Does COVID 19 Impact Market Sentiment and Stock Returns?- Evidence from India

Hardeep Singh, Yamini Yadav
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Abstract

This article examines the impact of COVID-19 on market sentiment and stock market returns for firms listed in India using daily data from January 2020 to May 2021, a period that includes the first and second wave of the COVID-19 pandemic. We applied wavelet coherence to explore the co-movement of COVID-19 and sentiment. Market-related implicit sentiment proxies depicting the market's bullish sentiment negatively correlate with COVID-19, whereas sentiment proxies representing the market's bearish sentiment positively correlate with COVID-19 during the first wave of the pandemic. No co-movement was found between sentiment proxies and COVID-19 during the second wave of the pandemic. We also applied event study methodology to measure abnormal returns and regression analysis to explain the causes of abnormal returns during both the pandemic waves. We found statistically significant negative abnormal returns during wave 1 of COVID-19 due to increased negative sentiment in the market. During wave 2, we did not find abnormal returns to be statistically significant. We also found that during wave 1, return on assets (ROA) is statistically associated with abnormal returns, while during wave 2, no firm-specific characteristic is statistically associated with abnormal returns. These findings are among the first empirical evidence of COVID-19, market sentiment, and stock market returns during wave 1 and wave 2 of the pandemic.
COVID - 19会影响市场情绪和股票回报吗?——来自印度的证据
本文利用2020年1月至2021年5月期间(包括第一波和第二波COVID-19大流行期间)的每日数据,研究了COVID-19对印度上市公司的市场情绪和股市回报的影响。我们应用小波相干性来探索COVID-19和情绪的共同运动。在第一波疫情期间,反映市场看涨情绪的市场相关隐性情绪代理与COVID-19呈负相关,而代表市场看跌情绪的情绪代理与COVID-19呈正相关。在第二波大流行期间,情绪指标与COVID-19之间没有发现共同运动。我们还应用事件研究方法来衡量异常收益,并运用回归分析来解释两次大流行期间异常收益的原因。我们发现,在新冠肺炎第一波期间,由于市场负面情绪加剧,出现了统计上显著的负异常回报。在第二波中,我们没有发现异常收益在统计上是显著的。我们还发现,在第一波期间,资产收益率(ROA)与异常收益在统计上相关,而在第二波期间,没有公司特定特征与异常收益在统计上相关。这些发现是疫情第一波和第二波期间有关COVID-19、市场情绪和股市回报的首批经验证据之一。
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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