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Can news-based economic sentiment predict bubbles in precious metal markets?
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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8983089/ https://www.ncbi.nlm.nih.gov/pubmed/35402146 http://dx.doi.org/10.1186/s40854-022-00341-w |
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author | Maghyereh, Aktham Abdoh, Hussein |
author_facet | Maghyereh, Aktham Abdoh, Hussein |
author_sort | Maghyereh, Aktham |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8983089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-89830892022-04-06 Can news-based economic sentiment predict bubbles in precious metal markets? Maghyereh, Aktham Abdoh, Hussein Financ Innov Research 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. Springer Berlin Heidelberg 2022-04-06 2022 /pmc/articles/PMC8983089/ /pubmed/35402146 http://dx.doi.org/10.1186/s40854-022-00341-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Maghyereh, Aktham Abdoh, Hussein Can news-based economic sentiment predict bubbles in precious metal markets? |
title | Can news-based economic sentiment predict bubbles in precious metal markets? |
title_full | Can news-based economic sentiment predict bubbles in precious metal markets? |
title_fullStr | Can news-based economic sentiment predict bubbles in precious metal markets? |
title_full_unstemmed | Can news-based economic sentiment predict bubbles in precious metal markets? |
title_short | Can news-based economic sentiment predict bubbles in precious metal markets? |
title_sort | can news-based economic sentiment predict bubbles in precious metal markets? |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8983089/ https://www.ncbi.nlm.nih.gov/pubmed/35402146 http://dx.doi.org/10.1186/s40854-022-00341-w |
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