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The COVID-19 global fear index and the predictability of commodity price returns

In this paper, we subject the global fear index (GFI) for the COVID-19 pandemic to empirical scrutiny by examining its predictive power in the predictability of commodity price returns during the pandemic. One of the attractions to the index lies in its coverage as all the countries and by extension...

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Autores principales: Salisu, Afees A., Akanni, Lateef, Raheem, Ibrahim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7373680/
https://www.ncbi.nlm.nih.gov/pubmed/32835013
http://dx.doi.org/10.1016/j.jbef.2020.100383
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author Salisu, Afees A.
Akanni, Lateef
Raheem, Ibrahim
author_facet Salisu, Afees A.
Akanni, Lateef
Raheem, Ibrahim
author_sort Salisu, Afees A.
collection PubMed
description In this paper, we subject the global fear index (GFI) for the COVID-19 pandemic to empirical scrutiny by examining its predictive power in the predictability of commodity price returns during the pandemic. One of the attractions to the index lies in its coverage as all the countries and by extension regions and territories in the world are considered in the construction of the index. Our results show evidence of a positive relationship between commodity price returns and the global fear index, confirming that commodity returns increase as COVID-19 related fear rises. By way of extension, we further establish that commodity market offers better safe-haven properties than the stock market given the negative association between GFI and the latter. Finally, the GFI series improves the forecast accuracy of the predictive model for commodity price returns and its forecast outcome outperforms the historical average (constant returns) model both for the in-sample and out-of-sample forecasts. Our results are robust to alternative measures of pandemics.
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spelling pubmed-73736802020-07-22 The COVID-19 global fear index and the predictability of commodity price returns Salisu, Afees A. Akanni, Lateef Raheem, Ibrahim J Behav Exp Finance Full Length Article In this paper, we subject the global fear index (GFI) for the COVID-19 pandemic to empirical scrutiny by examining its predictive power in the predictability of commodity price returns during the pandemic. One of the attractions to the index lies in its coverage as all the countries and by extension regions and territories in the world are considered in the construction of the index. Our results show evidence of a positive relationship between commodity price returns and the global fear index, confirming that commodity returns increase as COVID-19 related fear rises. By way of extension, we further establish that commodity market offers better safe-haven properties than the stock market given the negative association between GFI and the latter. Finally, the GFI series improves the forecast accuracy of the predictive model for commodity price returns and its forecast outcome outperforms the historical average (constant returns) model both for the in-sample and out-of-sample forecasts. Our results are robust to alternative measures of pandemics. Elsevier B.V. 2020-09 2020-07-22 /pmc/articles/PMC7373680/ /pubmed/32835013 http://dx.doi.org/10.1016/j.jbef.2020.100383 Text en © 2020 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Full Length Article
Salisu, Afees A.
Akanni, Lateef
Raheem, Ibrahim
The COVID-19 global fear index and the predictability of commodity price returns
title The COVID-19 global fear index and the predictability of commodity price returns
title_full The COVID-19 global fear index and the predictability of commodity price returns
title_fullStr The COVID-19 global fear index and the predictability of commodity price returns
title_full_unstemmed The COVID-19 global fear index and the predictability of commodity price returns
title_short The COVID-19 global fear index and the predictability of commodity price returns
title_sort covid-19 global fear index and the predictability of commodity price returns
topic Full Length Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7373680/
https://www.ncbi.nlm.nih.gov/pubmed/32835013
http://dx.doi.org/10.1016/j.jbef.2020.100383
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