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新冠疫情期间的投资者情绪与股票市场。

Investor sentiments and stock markets during the COVID-19 pandemic.

作者信息

Cevik Emre, Kirci Altinkeski Buket, Cevik Emrah Ismail, Dibooglu Sel

机构信息

Kırklareli University, Kırklareli, Turkey.

Tekirdag Namik Kemal Universitesi, Tekirdaǧ, Turkey.

出版信息

Financ Innov. 2022;8(1):69. doi: 10.1186/s40854-022-00375-0. Epub 2022 Jul 5.

Abstract

This study examines the relationship between positive and negative investor sentiments and stock market returns and volatility in Group of 20 countries using various methods, including panel regression with fixed effects, panel quantile regressions, a panel vector autoregression (PVAR) model, and country-specific regressions. We proxy for negative and positive investor sentiments using the Google Search Volume Index for terms related to the coronavirus disease (COVID-19) and COVID-19 vaccine, respectively. Using weekly data from March 2020 to May 2021, we document significant relationships between positive and negative investor sentiments and stock market returns and volatility. Specifically, an increase in positive investor sentiment leads to an increase in stock returns while negative investor sentiment decreases stock returns at lower quantiles. The effect of investor sentiment on volatility is consistent across the distribution: negative sentiment increases volatility, whereas positive sentiment reduces volatility. These results are robust as they are corroborated by Granger causality tests and a PVAR model. The findings may have portfolio implications as they indicate that proxies for positive and negative investor sentiments seem to be good predictors of stock returns and volatility during the pandemic.

摘要

本研究运用多种方法,包括固定效应面板回归、面板分位数回归、面板向量自回归(PVAR)模型以及国别回归,考察了20国集团国家中投资者的正负情绪与股票市场回报及波动性之间的关系。我们分别使用与冠状病毒病(COVID-19)和COVID-19疫苗相关术语的谷歌搜索量指数来代表负面和正面投资者情绪。利用2020年3月至2021年5月的周度数据,我们记录了正负投资者情绪与股票市场回报及波动性之间的显著关系。具体而言,正面投资者情绪的增加会导致股票回报上升,而负面投资者情绪在较低分位数时会降低股票回报。投资者情绪对波动性的影响在整个分布中是一致的:负面情绪会增加波动性,而正面情绪会降低波动性。这些结果是稳健的,因为格兰杰因果检验和PVAR模型证实了它们。这些发现可能对投资组合有影响,因为它们表明在疫情期间,正负投资者情绪的代理指标似乎是股票回报和波动性的良好预测指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8db8/9253256/bb836fc64d74/40854_2022_375_Fig1_HTML.jpg

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