Risk Transmission and Co‐Movements Between Financial Markets and Commodity Markets in the COVID‐19 Period

ABSTRACT This study examines risk transmission and co‐movements between financial markets (G7 countries and China) and commodity markets (gold and oil) during the COVID‐19 crisis. Daily closing prices for major equity indices (CAC40, CSI300, DAX30, FTSE100, MIB, NIKKEI, TSX and S&P500) and futures prices for gold, brent and WTI were analysed using DCC–MGARCH, VaR and CoVaR models. The results indicate that oil markets (WTI and brent) faced the highest risk exposure, underscoring their vulnerability to extreme economic shocks, while gold, despite some sensitivity, generally acted as a safe‐haven asset. CoVaR analysis revealed significant systemic risk transmission, with gold amplifying risk for European indices (FTSE and CAC40) and energy markets showing even stronger spillovers, particularly with the CSI. At the 1% confidence level, Asian markets like CSI and Nikkei demonstrated the highest sensitivity to commodity price shocks, while S&P 500 exhibited the lowest, reflecting the diversification benefits of mature financial markets.

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Publication Details

Journal
International Journal of Finance & Economics
Published
2026-02-18
DOI
https://doi.org/10.1002/ijfe.70160
Primary Topic
Market Dynamics and Volatility
Type
article
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article

Risk Transmission and Co‐Movements Between Financial Markets and Commodity Markets in the COVID‐19 Period

João Monteiro, M. Neves, V. Moutinho, H. Oliveira
International Journal of Finance & Economics
Market Dynamics and Volatility
article

Risk Transmission and Co‐Movements Between Financial Markets and Commodity Markets in the COVID‐19 Period

João Monteiro, M. Neves, V. Moutinho, H. Oliveira
article en

Abstract

ABSTRACT This study examines risk transmission and co‐movements between financial markets (G7 countries and China) and commodity markets (gold and oil) during the COVID‐19 crisis. Daily closing prices for major equity indices (CAC40, CSI300, DAX30, FTSE100, MIB, NIKKEI, TSX and S&P500) and futures prices for gold, brent and WTI were analysed using DCC–MGARCH, VaR and CoVaR models. The results indicate that oil markets (WTI and brent) faced the highest risk exposure, underscoring their vulnerability to extreme economic shocks, while gold, despite some sensitivity, generally acted as a safe‐haven asset. CoVaR analysis revealed significant systemic risk transmission, with gold amplifying risk for European indices (FTSE and CAC40) and energy markets showing even stronger spillovers, particularly with the CSI. At the 1% confidence level, Asian markets like CSI and Nikkei demonstrated the highest sensitivity to commodity price shocks, while S&P 500 exhibited the lowest, reflecting the diversification benefits of mature financial markets.

International Journal of Finance & Economics
University of Beira Interior (PT), Universidade Lusófona (PT)
Openalex Percentile: Top 52%
Market Dynamics and Volatility
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Risk Transmission and Co‐Movements Between Financial Markets and Commodity Markets in the COVID‐19 Period — João Monteiro, M. Neves, et al. · International Journal of Finance & Economics (2026) | TGRS Research Map | TGRS