On the Comovement of Contango and Backwardation Across Futures Commodity Markets

ABSTRACT We examine the time‐varying nature of the comovement of the slope of the futures curve in major agricultural, metals and energy commodity futures markets in a Global Vector Autoregressive model. We find significant comovement between the slopes, indicating the co‐existence of backwardation and contango in many seemingly unrelated commodity futures markets. The degree of comovement in commodity futures curves intensifies during periods of financial and macroeconomic turmoil and increased geopolitical risk. In contrast, our analysis shows that the gold futures market becomes more backwardated (contangoed) when the rest of the commodity futures markets become more contangoed (backwardated).

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Publication Details

Journal
Journal of Futures Markets
Published
2026-03-09
DOI
https://doi.org/10.1002/fut.70092
Primary Topic
Market Dynamics and Volatility
Type
article
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article

On the Comovement of Contango and Backwardation Across Futures Commodity Markets

Athanasios Triantafyllou, Francesco Roccazzella, Angelo Luisi
Journal of Futures Markets
Market Dynamics and Volatility
article

On the Comovement of Contango and Backwardation Across Futures Commodity Markets

Athanasios Triantafyllou, Francesco Roccazzella, Angelo Luisi
article en

Abstract

ABSTRACT We examine the time‐varying nature of the comovement of the slope of the futures curve in major agricultural, metals and energy commodity futures markets in a Global Vector Autoregressive model. We find significant comovement between the slopes, indicating the co‐existence of backwardation and contango in many seemingly unrelated commodity futures markets. The degree of comovement in commodity futures curves intensifies during periods of financial and macroeconomic turmoil and increased geopolitical risk. In contrast, our analysis shows that the gold futures market becomes more backwardated (contangoed) when the rest of the commodity futures markets become more contangoed (backwardated).

Journal of Futures Markets
HOGENT University of Applied Sciences and Arts (BE), Audencia Business School (FR), Ghent University (BE), National Bank of Belgium (BE)
Zero hunger
Openalex Percentile: Top 33%
Market Dynamics and Volatility
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