Does the European low-carbon policy impact price uncertainty in fossil energy markets?

IF 13.6 2区 经济学 Q1 ECONOMICS
Jacques Minlend
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Abstract

This paper aims to assess the potential effects of a low-carbon policy on price uncertainty in fossil energy markets. For this purpose, we propose text-as-data methods that rely on unsupervised machine-learning algorithms applied to European Union (EU) laws and newspapers. These methods are used to construct two monthly indices over the reference period 1997-2021: (i) a news-based index that reflects uncertainty about the regulatory framework of low-carbon policy as relayed in the press, and (ii) a law-based index that reflects structural changes in European low-carbon policy. Given the support for the carbon phase-out policy, we further examine the extent to which each index relates to price uncertainty dynamics in fossil energy markets. As a result, we find that an increase in the news-based index leads to a positive short-run effect on price uncertainty. Similarly, we observe both dampening short-run and persistent effects of the law-based index on price uncertainty. Thus, stabilizing price uncertainty dynamics through regulations serves as a measure of the efficacy and resilience of European low-carbon policy. This result is robust to the consideration of macroeconomic factors.
欧洲低碳政策是否会影响化石能源市场价格的不确定性?
本文旨在评估低碳政策对化石能源市场价格不确定性的潜在影响。为此,我们提出了文本即数据的方法,该方法依赖于应用于欧盟法律和报纸的无监督机器学习算法。这些方法用于构建1997-2021年参考期内的两个月度指数:(i)基于新闻的指数,反映了媒体报道的低碳政策监管框架的不确定性;(ii)基于法律的指数,反映了欧洲低碳政策的结构性变化。考虑到对碳淘汰政策的支持,我们进一步研究了每个指数与化石能源市场价格不确定性动态的关系程度。结果,我们发现基于新闻的指数的增加对价格不确定性有积极的短期影响。同样,我们观察到基于法律的指数对价格不确定性的短期和持续抑制效应。因此,通过监管来稳定价格不确定性动态可以作为衡量欧洲低碳政策有效性和弹性的指标。这一结果对于宏观经济因素的考虑是稳健的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Energy Economics
Energy Economics ECONOMICS-
CiteScore
18.60
自引率
12.50%
发文量
524
期刊介绍: Energy Economics is a field journal that focuses on energy economics and energy finance. It covers various themes including the exploitation, conversion, and use of energy, markets for energy commodities and derivatives, regulation and taxation, forecasting, environment and climate, international trade, development, and monetary policy. The journal welcomes contributions that utilize diverse methods such as experiments, surveys, econometrics, decomposition, simulation models, equilibrium models, optimization models, and analytical models. It publishes a combination of papers employing different methods to explore a wide range of topics. The journal's replication policy encourages the submission of replication studies, wherein researchers reproduce and extend the key results of original studies while explaining any differences. Energy Economics is indexed and abstracted in several databases including Environmental Abstracts, Fuel and Energy Abstracts, Social Sciences Citation Index, GEOBASE, Social & Behavioral Sciences, Journal of Economic Literature, INSPEC, and more.
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