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Uncertainty measures and inflation dynamics in selected global players: a wavelet approach
This study investigates the dynamic relationship between economic policy uncertainty (EPU), geopolitical risks (GPR), the interaction of EPU and GPR (EPGR), and inflation in the USA, Canada, the UK, Japan, and China. We employ the continuous wavelet transform (CWT) to track the evolution of model va...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446644/ https://www.ncbi.nlm.nih.gov/pubmed/36091488 http://dx.doi.org/10.1007/s11135-022-01513-7 |
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author | Adeosun, Opeoluwa Adeniyi Tabash, Mosab I. Vo, Xuan Vinh Anagreh, Suhaib |
author_facet | Adeosun, Opeoluwa Adeniyi Tabash, Mosab I. Vo, Xuan Vinh Anagreh, Suhaib |
author_sort | Adeosun, Opeoluwa Adeniyi |
collection | PubMed |
description | This study investigates the dynamic relationship between economic policy uncertainty (EPU), geopolitical risks (GPR), the interaction of EPU and GPR (EPGR), and inflation in the USA, Canada, the UK, Japan, and China. We employ the continuous wavelet transform (CWT) to track the evolution of model variables and the wavelet coherence (WC) to examine the co-movement and lead-lag status of the series across different frequencies and time. To strengthen the WC, we apply the multiple wavelet coherence (MWC) to determine how good the linear combination of independent variables co-moves with inflation across various time-frequency domains. The CWT reveals heterogeneous characteristics in the evolution of each variable across frequencies. Inflation across samples shows strong variance in the short-term and medium-term while the volatility fizzles out in the long-term. For the explanatory variables, a similar pattern holds for EPU except for Japan and China, where coherence is evident in the short-term. The USA’s and Canada’s GPR reveal strong coherence in the short- and medium-term. Also, the UK and China reflect strong coherence in the short-term but weak significance in the medium-term, while Japan’s GPR reflects only strong coherence in the short-term. The EPGR shows strong variation in the short-and-medium-term in the samples except in China. The WC’s phase-difference reflects bidirectional causalities and switches in signs among series across different scales and periods in the samples, while the MWC reveals the combined intensity, strength, and significance of both EPU and GPR in predicting inflation across frequency bands among the countries. Findings also show significant co-movement among series at date-stamped periods, corroborating critical global events such as the Asian financial crisis, Global financial crisis, and COVID-19 pandemic. The paper has policy implications. |
format | Online Article Text |
id | pubmed-9446644 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-94466442022-09-06 Uncertainty measures and inflation dynamics in selected global players: a wavelet approach Adeosun, Opeoluwa Adeniyi Tabash, Mosab I. Vo, Xuan Vinh Anagreh, Suhaib Qual Quant Article This study investigates the dynamic relationship between economic policy uncertainty (EPU), geopolitical risks (GPR), the interaction of EPU and GPR (EPGR), and inflation in the USA, Canada, the UK, Japan, and China. We employ the continuous wavelet transform (CWT) to track the evolution of model variables and the wavelet coherence (WC) to examine the co-movement and lead-lag status of the series across different frequencies and time. To strengthen the WC, we apply the multiple wavelet coherence (MWC) to determine how good the linear combination of independent variables co-moves with inflation across various time-frequency domains. The CWT reveals heterogeneous characteristics in the evolution of each variable across frequencies. Inflation across samples shows strong variance in the short-term and medium-term while the volatility fizzles out in the long-term. For the explanatory variables, a similar pattern holds for EPU except for Japan and China, where coherence is evident in the short-term. The USA’s and Canada’s GPR reveal strong coherence in the short- and medium-term. Also, the UK and China reflect strong coherence in the short-term but weak significance in the medium-term, while Japan’s GPR reflects only strong coherence in the short-term. The EPGR shows strong variation in the short-and-medium-term in the samples except in China. The WC’s phase-difference reflects bidirectional causalities and switches in signs among series across different scales and periods in the samples, while the MWC reveals the combined intensity, strength, and significance of both EPU and GPR in predicting inflation across frequency bands among the countries. Findings also show significant co-movement among series at date-stamped periods, corroborating critical global events such as the Asian financial crisis, Global financial crisis, and COVID-19 pandemic. The paper has policy implications. Springer Netherlands 2022-09-06 /pmc/articles/PMC9446644/ /pubmed/36091488 http://dx.doi.org/10.1007/s11135-022-01513-7 Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 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 | Article Adeosun, Opeoluwa Adeniyi Tabash, Mosab I. Vo, Xuan Vinh Anagreh, Suhaib Uncertainty measures and inflation dynamics in selected global players: a wavelet approach |
title | Uncertainty measures and inflation dynamics in selected global players: a wavelet approach |
title_full | Uncertainty measures and inflation dynamics in selected global players: a wavelet approach |
title_fullStr | Uncertainty measures and inflation dynamics in selected global players: a wavelet approach |
title_full_unstemmed | Uncertainty measures and inflation dynamics in selected global players: a wavelet approach |
title_short | Uncertainty measures and inflation dynamics in selected global players: a wavelet approach |
title_sort | uncertainty measures and inflation dynamics in selected global players: a wavelet approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446644/ https://www.ncbi.nlm.nih.gov/pubmed/36091488 http://dx.doi.org/10.1007/s11135-022-01513-7 |
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