This study examines the role of market sentiment in predicting the price bubbles of four strategic metal commodities (gold, silver, palladium, and platinum) from January 1985 to August 2020. It is the first to investigate this topic using sentiment indices, including news-based economic and consumer-based sentiments developed using different methods. We observed the role of sentiment as a reliable indicator of future bubbles for some metal commodities and found that bubbles were regularly concomitant with bearish sentiments for gold and platinum. Moreover, gold and palladium were the only commodities that experienced a bubble during the COVID-19 pandemic. Overall, our findings suggest inclusion of sentiment to the model that predicts the price bubbles of precious metals.
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http://dx.doi.org/10.1186/s40854-022-00341-w | DOI Listing |
PeerJ Comput Sci
November 2024
Fujian Key Laboratory of Information Network, Fuzhou, Fujian, China.
In the context of high-quality economic development, technological innovation has emerged as a fundamental driver of socio-economic progress. The consequent proliferation of science and technology news, which acts as a vital medium for disseminating technological advancements and policy changes, has attracted considerable attention from technology management agencies and innovation organizations. Nevertheless, online science and technology news has historically exhibited characteristics such as limited scale, disorderliness, and multi-dimensionality, which is extremely inconvenient for users of deep application.
View Article and Find Full Text PDFHeliyon
July 2024
School of Economics and Management, Beijing University of Chemical Technology, Beijing, 100029, China.
The OPEC+, composed of the Organization of the Petroleum Exporting Countries (OPEC) and non-OPEC oil-producing countries, exerts considerable influence over the global crude oil market. However, existing literature lacks a comprehensive application of this factor in oil price forecasting, primarily due to the complexity of measuring such policy evolutions. To address this research gap, this study develops a news-based OPEC+ policy index based on text mining methods for comprehensive analysis and forecasting of the oil price.
View Article and Find Full Text PDFJ Environ Manage
July 2024
Department of Finance, University of Ghana Business School, Accra, Ghana. Electronic address:
This study investigates the impact of geopolitical risk on firm-level environmental, social, and governance (ESG) performance. Using a news-based indicator of geopolitical risk across 41 countries and a comprehensive dataset spanning from 2002 to 2021 with 65,354 firm-year observations, we uncover that geopolitical risk is negatively associated with ESG performance. Our findings remain robust even when considering alternative measures of geopolitical risk, ESG components, and sub-samples.
View Article and Find Full Text PDFSci Data
December 2023
Institutes of Science and Development, Chinese Academy of Sciences, Beijing, China.
PLoS One
November 2023
Graduate School, National Economics University, Hanoi, Vietnam.
This current study aims to investigate the impact of anti-corruption on bank performance in Vietnam, an emerging socialist country with a high level of perceived corruption. An increasing number of financial frauds and corruption have been made public in Vietnam as a result of a vigorous anti-corruption drive in the country. Using a news-based approach to measure anti-corruption in Vietnam, the results of our empirical analysis suggest that anti-corruption has a positive impact on the profitability of Vietnamese commercial banks, however, it manifests in the long term.
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