Evolution and management of price risk in the carbon market: The role of hedging

Abstract This paper is motivated by the observed discrepancy between rising price volatility and declining hedging demand in the European Union Emission Trading System (EU ETS). To investigate whether the effectiveness of carbon futures as hedging instruments persists under varying scenarios, this paper evaluates the evolving price risk in the EU carbon market and examines the role of hedging in managing the risk. It investigates tail risk (corresponding to adverse market shocks occurring under rare events) and its temporal evolution over successive phases of EU carbon policy. Price risk is assessed empirically based on a quantile vector autoregression model of marginal price distributions along with a copula evaluation of the joint distribution of futures price and spot price. Applied to EU Allowance market over the period of 2008–2023, we find that: (1) the price distributions of both spot and futures market exhibit heavy‐tailed and leptokurtosis properties, thereby highlighting the significance of tail risk under changing policy schemes, such as the four phases of the EU ETS and shifting emission and energy policies; (2) decomposing the cost of risk across quantiles, we show that the risk located at the lower tail of the price distributions plays a dominant role; (3) we propose a novel Minimum Cost‐of‐Risk method based on the quantile vector autoregression, which more effectively evaluates the overall hedging performance in terms of cost of risk reduction compared to the traditional Minimum−Variance method.

Authors

Institutions

Publication Details

Journal
American Journal of Agricultural Economics
Published
2026-01-05
DOI
https://doi.org/10.1002/ajae.70038
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evolution and management of price risk in the carbon market: The role of hedging

Tao Xiong, Jialan Wang, Jean‐Paul Chavas, Jian Li
American Journal of Agricultural Economics
Market Dynamics and Volatility
article

Evolution and management of price risk in the carbon market: The role of hedging

Tao Xiong, Jialan Wang, Jean‐Paul Chavas, Jian Li
article en

Abstract

Abstract This paper is motivated by the observed discrepancy between rising price volatility and declining hedging demand in the European Union Emission Trading System (EU ETS). To investigate whether the effectiveness of carbon futures as hedging instruments persists under varying scenarios, this paper evaluates the evolving price risk in the EU carbon market and examines the role of hedging in managing the risk. It investigates tail risk (corresponding to adverse market shocks occurring under rare events) and its temporal evolution over successive phases of EU carbon policy. Price risk is assessed empirically based on a quantile vector autoregression model of marginal price distributions along with a copula evaluation of the joint distribution of futures price and spot price. Applied to EU Allowance market over the period of 2008–2023, we find that: (1) the price distributions of both spot and futures market exhibit heavy‐tailed and leptokurtosis properties, thereby highlighting the significance of tail risk under changing policy schemes, such as the four phases of the EU ETS and shifting emission and energy policies; (2) decomposing the cost of risk across quantiles, we show that the risk located at the lower tail of the price distributions plays a dominant role; (3) we propose a novel Minimum Cost‐of‐Risk method based on the quantile vector autoregression, which more effectively evaluates the overall hedging performance in terms of cost of risk reduction compared to the traditional Minimum−Variance method.

American Journal of Agricultural Economics
University of Wisconsin–Madison (US), Huazhong Agricultural University (CN)
National Natural Science Foundation of China, National Office for Philosophy and Social Sciences
Affordable and clean energy
Openalex Percentile: Top 98%
Market Dynamics and Volatility
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Evolution and management of price risk in the carbon market: The role of hedging — Tao Xiong, Jialan Wang, et al. · American Journal of Agricultural Economics (2026) | TGRS Research Map | TGRS