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How do mobility restrictions and social distancing during COVID-19 affect oil price?
This paper provides an analysis of the effect of the COVID-19 outbreak on the crude oil price. Using a newly developed air mobility index and Apple’s driving trends index, we assess the effect of human mobility restrictions and social distancing during the COVID-19 pandemic on the crude oil price. W...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8967091/ https://www.ncbi.nlm.nih.gov/pubmed/35378970 http://dx.doi.org/10.1007/s42519-022-00247-x |
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author | Dey, Asim K. Das, Kumer P. |
author_facet | Dey, Asim K. Das, Kumer P. |
author_sort | Dey, Asim K. |
collection | PubMed |
description | This paper provides an analysis of the effect of the COVID-19 outbreak on the crude oil price. Using a newly developed air mobility index and Apple’s driving trends index, we assess the effect of human mobility restrictions and social distancing during the COVID-19 pandemic on the crude oil price. We apply a quantile regression model, which evaluates different quantiles of the crude oil price. We also conduct an extreme value modeling, which examines the lower tail of the crude oil price distribution. We find that both the air mobility index and driving trends index significantly influence lower and upper quantiles of the WTI crude oil price. The extreme value models suggest that there is a potential risk of a negative crude oil price for a sudden extreme fall of air mobility. |
format | Online Article Text |
id | pubmed-8967091 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-89670912022-03-31 How do mobility restrictions and social distancing during COVID-19 affect oil price? Dey, Asim K. Das, Kumer P. J Stat Theory Pract Original Article This paper provides an analysis of the effect of the COVID-19 outbreak on the crude oil price. Using a newly developed air mobility index and Apple’s driving trends index, we assess the effect of human mobility restrictions and social distancing during the COVID-19 pandemic on the crude oil price. We apply a quantile regression model, which evaluates different quantiles of the crude oil price. We also conduct an extreme value modeling, which examines the lower tail of the crude oil price distribution. We find that both the air mobility index and driving trends index significantly influence lower and upper quantiles of the WTI crude oil price. The extreme value models suggest that there is a potential risk of a negative crude oil price for a sudden extreme fall of air mobility. Springer International Publishing 2022-03-30 2022 /pmc/articles/PMC8967091/ /pubmed/35378970 http://dx.doi.org/10.1007/s42519-022-00247-x Text en © Grace Scientific Publishing 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Dey, Asim K. Das, Kumer P. How do mobility restrictions and social distancing during COVID-19 affect oil price? |
title | How do mobility restrictions and social distancing during COVID-19 affect oil price? |
title_full | How do mobility restrictions and social distancing during COVID-19 affect oil price? |
title_fullStr | How do mobility restrictions and social distancing during COVID-19 affect oil price? |
title_full_unstemmed | How do mobility restrictions and social distancing during COVID-19 affect oil price? |
title_short | How do mobility restrictions and social distancing during COVID-19 affect oil price? |
title_sort | how do mobility restrictions and social distancing during covid-19 affect oil price? |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8967091/ https://www.ncbi.nlm.nih.gov/pubmed/35378970 http://dx.doi.org/10.1007/s42519-022-00247-x |
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