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Mutual coupling between stock market and cryptocurrencies

We examine the relationship between the top five cryptos and the U.S. S&P500 index from January 2018 to December 2021. We use the novel General-to-specific Vector Autoregression (GETS VAR) and traditional Vector Autoregression (VAR) model to analyze the short- and long-run, cumulative impulse-re...

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Autores principales: Ahmed, Maruf Yakubu, Sarkodie, Samuel Asumadu, Leirvik, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10200845/
https://www.ncbi.nlm.nih.gov/pubmed/37223705
http://dx.doi.org/10.1016/j.heliyon.2023.e16179
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author Ahmed, Maruf Yakubu
Sarkodie, Samuel Asumadu
Leirvik, Thomas
author_facet Ahmed, Maruf Yakubu
Sarkodie, Samuel Asumadu
Leirvik, Thomas
author_sort Ahmed, Maruf Yakubu
collection PubMed
description We examine the relationship between the top five cryptos and the U.S. S&P500 index from January 2018 to December 2021. We use the novel General-to-specific Vector Autoregression (GETS VAR) and traditional Vector Autoregression (VAR) model to analyze the short- and long-run, cumulative impulse-response, and Granger causality test between S&P500 returns and the returns of Bitcoin, Ethereum, Ripple, Binance and Tether. Additionally, we used the Diebold and Yilmaz (DY) spillover index of variance decomposition to validate our findings. Evidence from the analysis suggests positive short- and long-run effects of historical S&P500 returns on Bitcoin, Ethereum, Ripple, and Tether returns––and negative short- and long-run effects of the historical returns of Bitcoin, Ethereum, Ripple, Binance, and Tether on S&P500 returns. Alternatively, evidence suggests a negative short- and long-run effect of historical S&P500 returns on Binance returns. The cumulative test of impulse-response indicates a shock in historical S&P500 returns stimulates a positive response from cryptocurrency returns while a shock in historical crypto returns triggers a negative response from S&P500 returns. Empirical evidence of bi-directional causality between S&P500 returns and crypto returns suggest the mutual coupling of these market. Although, S&P500 returns have high-intensity spillover effects on crypto returns than crypto returns have on S&P500. This contradicts the fundamental attribute of cryptocurrencies for hedging and diversification of assets to reduce risk exposure. Our findings demonstrate the need to monitor and implement appropriate regulatory policies in the crypto market to mitigate the potential risks of financial contagion.
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spelling pubmed-102008452023-05-23 Mutual coupling between stock market and cryptocurrencies Ahmed, Maruf Yakubu Sarkodie, Samuel Asumadu Leirvik, Thomas Heliyon Research Article We examine the relationship between the top five cryptos and the U.S. S&P500 index from January 2018 to December 2021. We use the novel General-to-specific Vector Autoregression (GETS VAR) and traditional Vector Autoregression (VAR) model to analyze the short- and long-run, cumulative impulse-response, and Granger causality test between S&P500 returns and the returns of Bitcoin, Ethereum, Ripple, Binance and Tether. Additionally, we used the Diebold and Yilmaz (DY) spillover index of variance decomposition to validate our findings. Evidence from the analysis suggests positive short- and long-run effects of historical S&P500 returns on Bitcoin, Ethereum, Ripple, and Tether returns––and negative short- and long-run effects of the historical returns of Bitcoin, Ethereum, Ripple, Binance, and Tether on S&P500 returns. Alternatively, evidence suggests a negative short- and long-run effect of historical S&P500 returns on Binance returns. The cumulative test of impulse-response indicates a shock in historical S&P500 returns stimulates a positive response from cryptocurrency returns while a shock in historical crypto returns triggers a negative response from S&P500 returns. Empirical evidence of bi-directional causality between S&P500 returns and crypto returns suggest the mutual coupling of these market. Although, S&P500 returns have high-intensity spillover effects on crypto returns than crypto returns have on S&P500. This contradicts the fundamental attribute of cryptocurrencies for hedging and diversification of assets to reduce risk exposure. Our findings demonstrate the need to monitor and implement appropriate regulatory policies in the crypto market to mitigate the potential risks of financial contagion. Elsevier 2023-05-10 /pmc/articles/PMC10200845/ /pubmed/37223705 http://dx.doi.org/10.1016/j.heliyon.2023.e16179 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Ahmed, Maruf Yakubu
Sarkodie, Samuel Asumadu
Leirvik, Thomas
Mutual coupling between stock market and cryptocurrencies
title Mutual coupling between stock market and cryptocurrencies
title_full Mutual coupling between stock market and cryptocurrencies
title_fullStr Mutual coupling between stock market and cryptocurrencies
title_full_unstemmed Mutual coupling between stock market and cryptocurrencies
title_short Mutual coupling between stock market and cryptocurrencies
title_sort mutual coupling between stock market and cryptocurrencies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10200845/
https://www.ncbi.nlm.nih.gov/pubmed/37223705
http://dx.doi.org/10.1016/j.heliyon.2023.e16179
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