{"title":"Does the European low-carbon policy impact price uncertainty in fossil energy markets?","authors":"Jacques Minlend","doi":"10.1016/j.eneco.2025.108644","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":11665,"journal":{"name":"Energy Economics","volume":"148 ","pages":"Article 108644"},"PeriodicalIF":13.6000,"publicationDate":"2025-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Economics","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0140988325004712","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
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.
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.