Dynamic spillovers between climate risk, energy transition, and sustainable finance: implications for financial markets
気候リスク、エネルギー転換、持続可能なファイナンスの間の動的な波及効果:金融市場への示唆 (AI 翻訳)
Dhoha Mellouli
🤖 gxceed AI 要約
日本語
本研究は、気候リスク、炭素排出、再生可能・非再生可能エネルギー市場、持続可能なファイナンスの間の動的な波及効果を、時変パラメータベクトル自己回帰(TVP-VAR)モデルを用いて分析。COVID-19パンデミックやロシア・ウクライナ紛争などの危機時に相互連関が高まり、短期(1~5日)のショック伝播が支配的であることを発見。再生可能エネルギー市場は短期的なボラティリティを増大させる可能性があるが、長期的には安定した構造効果を示す。
English
This study uses a TVP-VAR model to analyze dynamic spillovers among climate risk, carbon emissions, renewable and nonrenewable energy markets, and sustainable finance. It finds that interconnectedness intensifies during crises like COVID-19 and the Russia-Ukraine conflict, with short-term (1-5 day) shock propagation dominating. Renewable energy markets can increase short-term volatility but exhibit stable long-term linkages. The findings have implications for portfolio diversification, risk management, and policy design.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本の金融機関や投資家にとって、気候リスクとエネルギー転換が金融市場に与える波及効果を理解することは、GX推進に伴うリスク管理やポートフォリオ戦略の策定に有用。ただし、日本の制度やデータに特化した分析ではないため、直接的な政策示唆は限定的。
In the global GX context
This paper contributes to global GX scholarship by quantifying time-varying spillovers between climate risk, energy markets, and sustainable finance, using a flexible TVP-VAR framework. It provides evidence useful for international investors and regulators designing stress-test scenarios and risk management frameworks for the low-carbon transition.
👥 読者別の含意
🔬研究者:Researchers studying financial spillovers in the context of climate risk and energy transition can adopt the TVP-VAR methodology and explore extensions with sectoral or country-level data.
🏢実務担当者:Corporate sustainability teams and financial risk managers can use the insights to better understand how climate risk and renewable energy markets affect portfolio volatility and to inform hedging strategies.
🏛政策担当者:Regulators and central banks may consider the findings for designing macroprudential policies that account for short-term spillover dynamics during climate-related crises.
📄 Abstract(原文)
The purpose of this paper is to analyze the dynamic interconnections and spillover effects among climate risk, carbon emissions, renewable and nonrenewable energy markets and sustainable finance instruments over time and across different market conditions. By using a time-varying parameter vector autoregression (TVP-VAR) framework, the study aims to capture the temporal evolution and direction of risk transmission across these sectors, particularly during periods of heightened uncertainty such as the COVID-19 pandemic and the Russia–Ukraine conflict. To examine the evolving interconnections between climate risk, energy markets and sustainable finance, this study uses the TVP-VAR model. This advanced econometric framework allows for the measurement of dynamic spillovers and risk transmission across multiple markets while accounting for time-varying relationships and structural changes driven by global crises such as the COVID-19 pandemic and the Russia–Ukraine conflict. The empirical analysis shows that interconnectedness among climate risk, energy markets and sustainable finance is highly dynamic, intensifying during crises such as COVID-19 and the Russia–Ukraine conflict. Short-term connectedness (1–5 days) dominates, revealing rapid shock propagation and amplified systemic risk, while long-term linkages (>5 days) remain stable, reflecting slower structural effects. Renewable energy markets, though central to the transition, can increase short-term volatility. The consistency of directional spillovers across frequencies validates the robustness of the methodology. Overall, results underscore the need for time- and frequency-sensitive risk management, informing portfolio strategies and regulatory frameworks in a low-carbon, circular economy. Understanding the dynamic interconnectedness between climate risk, energy markets and sustainable finance is increasingly critical for investors, policymakers and researchers. While previous studies have examined spillovers among commodities and financial assets, there is limited evidence on the time-varying role of renewable and nonrenewable energy markets, carbon emissions and green financial instruments as risk transmitters or absorbers during unprecedented shocks such as COVID-19 and the Russia–Ukraine conflict. This study addresses this gap by using a TVP-VAR and quantile connectedness framework, capturing both short- and long-term spillovers. The findings provide novel insights for portfolio diversification, risk management and policy design in the transition toward a low-carbon, circular economy.
🔗 Provenance — このレコードを発見したソース
- semanticscholar https://doi.org/10.1108/ijccsm-11-2025-0433first seen 2026-05-06 00:22:42
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