COVID-19 as Information Transmitter to Global Equity Markets: Evidence from CEEMDAN-Based Transfer Entropy Approach
This study provides an analysis of chaotic information transmission from the COVID-19 pandemic to global equity markets in a novel denoised frequency domain entropy framework. The current length of the pandemic data offers the opportunity to examine its role in the asymmetric behaviour patterns of i...
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Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2021/8258778 |
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doaj-eec22534c0a146548112ea1fb651098e2021-09-06T00:00:19ZengHindawi LimitedMathematical Problems in Engineering1563-51472021-01-01202110.1155/2021/8258778COVID-19 as Information Transmitter to Global Equity Markets: Evidence from CEEMDAN-Based Transfer Entropy ApproachPeterson Owusu Junior0Siaw Frimpong1Anokye M. Adam2Samuel K. Agyei3Emmanuel N. Gyamfi4Daniel Agyapong5George Tweneboah6Department of FinanceDepartment of FinanceDepartment of FinanceDepartment of FinanceGIMPA Business SchoolDepartment of FinanceWits Business SchoolThis study provides an analysis of chaotic information transmission from the COVID-19 pandemic to global equity markets in a novel denoised frequency domain entropy framework. The current length of the pandemic data offers the opportunity to examine its role in the asymmetric behaviour patterns of investors according to time horizons and the diversification potentials available to them. We employ the total daily global confirmed cases of COVID-19 and 27 equity indices from December 31, 2019, to April 18, 2021. Our results corroborate the idea that diversification potentials are stronger in the short to medium term. The Global Index (higher risk) and Canada and New Zealand (lower risk) remain at both ends to pair some other equities to offer diversification prospects because of the transmission of information from COVID-19 to the selected equity markets. In addition, we provide the source of these diversification prospects as information flow rather than transmission of shocks, which is common in the literature. Furthermore, our results suggest detailed levels of risk (lower vis-à-vis higher) in the situation where they have been stripped of the noise in the market. The findings allow both investors and policymakers to make informed decisions based on the time horizons since the pandemic communicates different chaotic information with the lapse of time. This is imperative to avoid the negative consequences of the increasing infection rate on global stock markets.http://dx.doi.org/10.1155/2021/8258778 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Peterson Owusu Junior Siaw Frimpong Anokye M. Adam Samuel K. Agyei Emmanuel N. Gyamfi Daniel Agyapong George Tweneboah |
spellingShingle |
Peterson Owusu Junior Siaw Frimpong Anokye M. Adam Samuel K. Agyei Emmanuel N. Gyamfi Daniel Agyapong George Tweneboah COVID-19 as Information Transmitter to Global Equity Markets: Evidence from CEEMDAN-Based Transfer Entropy Approach Mathematical Problems in Engineering |
author_facet |
Peterson Owusu Junior Siaw Frimpong Anokye M. Adam Samuel K. Agyei Emmanuel N. Gyamfi Daniel Agyapong George Tweneboah |
author_sort |
Peterson Owusu Junior |
title |
COVID-19 as Information Transmitter to Global Equity Markets: Evidence from CEEMDAN-Based Transfer Entropy Approach |
title_short |
COVID-19 as Information Transmitter to Global Equity Markets: Evidence from CEEMDAN-Based Transfer Entropy Approach |
title_full |
COVID-19 as Information Transmitter to Global Equity Markets: Evidence from CEEMDAN-Based Transfer Entropy Approach |
title_fullStr |
COVID-19 as Information Transmitter to Global Equity Markets: Evidence from CEEMDAN-Based Transfer Entropy Approach |
title_full_unstemmed |
COVID-19 as Information Transmitter to Global Equity Markets: Evidence from CEEMDAN-Based Transfer Entropy Approach |
title_sort |
covid-19 as information transmitter to global equity markets: evidence from ceemdan-based transfer entropy approach |
publisher |
Hindawi Limited |
series |
Mathematical Problems in Engineering |
issn |
1563-5147 |
publishDate |
2021-01-01 |
description |
This study provides an analysis of chaotic information transmission from the COVID-19 pandemic to global equity markets in a novel denoised frequency domain entropy framework. The current length of the pandemic data offers the opportunity to examine its role in the asymmetric behaviour patterns of investors according to time horizons and the diversification potentials available to them. We employ the total daily global confirmed cases of COVID-19 and 27 equity indices from December 31, 2019, to April 18, 2021. Our results corroborate the idea that diversification potentials are stronger in the short to medium term. The Global Index (higher risk) and Canada and New Zealand (lower risk) remain at both ends to pair some other equities to offer diversification prospects because of the transmission of information from COVID-19 to the selected equity markets. In addition, we provide the source of these diversification prospects as information flow rather than transmission of shocks, which is common in the literature. Furthermore, our results suggest detailed levels of risk (lower vis-à-vis higher) in the situation where they have been stripped of the noise in the market. The findings allow both investors and policymakers to make informed decisions based on the time horizons since the pandemic communicates different chaotic information with the lapse of time. This is imperative to avoid the negative consequences of the increasing infection rate on global stock markets. |
url |
http://dx.doi.org/10.1155/2021/8258778 |
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