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Mutual coupling between stock market and cryptocurrencies
Maruf Yakubu Ahmed1, Samuel Asumadu Sarkodie2, Thomas Leirvik2,3,4
1University of Vaasa, Wolffintie 34, 65200, Vaasa, Finland.
Heliyon
|May 24, 2023
Summary
The U.S. S&P500 index influences top cryptocurrency returns, but crypto returns negatively impact the S&P500, challenging their hedging role and highlighting contagion risks.
Area of Science:
- Financial economics
- Time series analysis
- Cryptocurrency markets
Background:
- The relationship between traditional financial markets and cryptocurrencies is increasingly important.
- Understanding market interconnectedness is crucial for risk management and policy.
- Cryptocurrencies are often touted for diversification and hedging properties.
Purpose of the Study:
- To analyze the short- and long-run dynamic relationships between the U.S. S&P500 index and the returns of the top five cryptocurrencies (Bitcoin, Ethereum, Ripple, Binance, and Tether).
- To investigate causality and spillover effects between these markets.
- To assess whether cryptocurrencies fulfill their hedging and diversification roles against traditional markets.
Main Methods:
- Employed General-to-specific Vector Autoregression (GETS VAR) and traditional Vector Autoregression (VAR) models.
- Utilized Granger causality tests and cumulative impulse-response functions.
- Applied the Diebold and Yilmaz (DY) spillover index for variance decomposition.
Main Results:
- S&P500 returns exhibit positive short- and long-run effects on Bitcoin, Ethereum, Ripple, and Tether returns.
- Cryptocurrency returns generally show negative short- and long-run effects on S&P500 returns.
- S&P500 returns have a higher spillover intensity on crypto returns than vice versa, challenging diversification claims.
Conclusions:
- There is a significant bi-directional causality and mutual coupling between the S&P500 and major cryptocurrencies.
- Cryptocurrencies do not appear to serve as effective hedges against S&P500 market movements during the study period.
- Findings underscore the need for regulatory oversight to mitigate financial contagion risks from the crypto market.
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