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Co-movement between Covid-19 and G20 stock market returns: A time and frequency analysis
In our study, we employ DCC-GARCH and Wavelet coherence analysis to examine the co-movement between global covid-19 indicators (cases, recoveries and deaths) and stock returns of main equity markets in G20 countries using daily data spanning between February 2, 2020 and August 28, 2021. Our empirica...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9988315/ https://www.ncbi.nlm.nih.gov/pubmed/36911877 http://dx.doi.org/10.1016/j.heliyon.2023.e14195 |
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author | Phiri, Andrew Anyikwa, Izunna Moyo, Clement |
author_facet | Phiri, Andrew Anyikwa, Izunna Moyo, Clement |
author_sort | Phiri, Andrew |
collection | PubMed |
description | In our study, we employ DCC-GARCH and Wavelet coherence analysis to examine the co-movement between global covid-19 indicators (cases, recoveries and deaths) and stock returns of main equity markets in G20 countries using daily data spanning between February 2, 2020 and August 28, 2021. Our empirical results show that the co-movement between COVID-19 and G20 stock returns has been switching between negative and positive correlations across the entire time window. The wavelet coherence analysis further reveal that negative (positive) co-movements predominantly exist as lower (higher frequencies) for cases and deaths and are more mixed for recoveries. The findings also show that the short-frequency components correspond to periods around the initial announcement of the initial pandemic and also around the announced of subsequent variants of the COVID-19 virus. Policy and market implications from our study are also discussed. |
format | Online Article Text |
id | pubmed-9988315 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-99883152023-03-07 Co-movement between Covid-19 and G20 stock market returns: A time and frequency analysis Phiri, Andrew Anyikwa, Izunna Moyo, Clement Heliyon Research Article In our study, we employ DCC-GARCH and Wavelet coherence analysis to examine the co-movement between global covid-19 indicators (cases, recoveries and deaths) and stock returns of main equity markets in G20 countries using daily data spanning between February 2, 2020 and August 28, 2021. Our empirical results show that the co-movement between COVID-19 and G20 stock returns has been switching between negative and positive correlations across the entire time window. The wavelet coherence analysis further reveal that negative (positive) co-movements predominantly exist as lower (higher frequencies) for cases and deaths and are more mixed for recoveries. The findings also show that the short-frequency components correspond to periods around the initial announcement of the initial pandemic and also around the announced of subsequent variants of the COVID-19 virus. Policy and market implications from our study are also discussed. Elsevier 2023-03-07 /pmc/articles/PMC9988315/ /pubmed/36911877 http://dx.doi.org/10.1016/j.heliyon.2023.e14195 Text en © 2023 The Authors. Published by Elsevier Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Article Phiri, Andrew Anyikwa, Izunna Moyo, Clement Co-movement between Covid-19 and G20 stock market returns: A time and frequency analysis |
title | Co-movement between Covid-19 and G20 stock market returns: A time and frequency analysis |
title_full | Co-movement between Covid-19 and G20 stock market returns: A time and frequency analysis |
title_fullStr | Co-movement between Covid-19 and G20 stock market returns: A time and frequency analysis |
title_full_unstemmed | Co-movement between Covid-19 and G20 stock market returns: A time and frequency analysis |
title_short | Co-movement between Covid-19 and G20 stock market returns: A time and frequency analysis |
title_sort | co-movement between covid-19 and g20 stock market returns: a time and frequency analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9988315/ https://www.ncbi.nlm.nih.gov/pubmed/36911877 http://dx.doi.org/10.1016/j.heliyon.2023.e14195 |
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