The investor psychology and stock market behavior during the initial era of COVID-19: a study of China, Japan, and the United States

S Naseem, M Mohsin, W Hui, G Liyan… - Frontiers in …, 2021 - frontiersin.org
A highly transmittable and pathogenic viral infection, COVID-19, has dramatically changed
the world with a tragically large number of human lives being lost. The epidemic has created …

Investor sentiment index: a systematic review

S Prasad, S Mohapatra, MR Rahman… - International Journal of …, 2022 - mdpi.com
The Investor Sentiment Index (ISI) is widely regarded as a useful measure to gauge the
overall mood of the market. Investor panic may result in contagion, causing failure in …

Predictive power of investor sentiment for Bitcoin returns: Evidence from COVID-19 pandemic

A Bouteska, S Mefteh-Wali, T Dang - Technological Forecasting and Social …, 2022 - Elsevier
In this paper, we examine the impact of investor sentiment on Bitcoin returns. Using a large
dataset of messages discussed on social media and several financial indicators, we create a …

Can investor sentiment be a momentum time-series predictor? Evidence from China

X Han, Y Li - Journal of Empirical Finance, 2017 - Elsevier
This paper challenges the prevailing view that investor sentiment is a contrarian predictor of
market returns at nearly all horizons. As an important piece of" out-of-sample" evidence, we …

The impact of the COVID-19 pandemic on consumer and business confidence indicators

D Teresiene, G Keliuotyte-Staniuleniene… - Journal of Risk and …, 2021 - mdpi.com
The COVID-19 pandemic and induced economic and social constraints have significantly
impacted the confidence of both consumers and businesses. Despite that, comprehensive …

Can economic policy uncertainty and investors sentiment predict commodities returns and volatility?

SJH Shahzad, N Raza, M Balcilar, S Ali, M Shahbaz - Resources Policy, 2017 - Elsevier
The objective of this paper is to employ the novel technique of nonparametric causality-in-
quantiles to examine the predictability of returns and volatility of six important commodities …

Measuring news media sentiment using big data for Chinese stock markets

S Shen, L Xia, Y Shuai, D Gao - Pacific-Basin Finance Journal, 2022 - Elsevier
We construct and assess new time series measures of news media sentiment based on
Global Data on Events, Location, and Tone (GDELT) using Data Science techniques. Five …

Investor sentiment based on scaled PCA method: A powerful predictor of realized volatility in the Chinese stock market

Z Song, X Gong, C Zhang, C Yu - International Review of Economics & …, 2023 - Elsevier
In this study, we construct an investor sentiment indicator (S s PCA) to predict stock volatility
in the Chinese stock market by applying the scaled principal component analysis (sPCA). As …

Herd behaviour & investor sentiment: Evidence from UK mutual funds

Y Hudson, M Yan, D Zhang - International Review of Financial Analysis, 2020 - Elsevier
The aims of this paper are to detect evidence of institutional investor herding behaviour and
examine the role that investor sentiment plays in institutional investor herding behaviour …

The measurement method of investor sentiment and its relationship with stock market

J Hu, Y Sui, F Ma - Computational Intelligence and …, 2021 - Wiley Online Library
Investor sentiment is a hot topic in behavioral finance. How to measure investor sentiment?
Is the influence of investor sentiment on the stock market symmetrical? That is all we need to …