Reasons Behind Words: OPEC Narratives and the Oil Market

Celso Brunetti, Marc Joëts, Valérie Mignon
{"title":"Reasons Behind Words: OPEC Narratives and the Oil Market","authors":"Celso Brunetti, Marc Joëts, Valérie Mignon","doi":"10.17016/feds.2024.003","DOIUrl":null,"url":null,"abstract":"We analyze the content of the Organization of the Petroleum Exporting Countries(OPEC) communications and whether it provides information to the crude oil market. To this end, we derive an empirical strategy which allows us to measure OPEC’s public signal and test whether market participants find it credible. Using Structural Topic Models, we analyze OPEC narratives and identify several topics related to fundamental factors, such as demand, supply, and speculative activity in the crude oil market. Importantly, we find that OPEC communication reduces oil price volatility and prompts market participants to rebalance their positions. Our analysis indicates that market participants assess OPEC communications as providing an important signal to the crude oil market.","PeriodicalId":496709,"journal":{"name":"Finance and economics discussion series","volume":"32 23","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Finance and economics discussion series","FirstCategoryId":"0","ListUrlMain":"https://doi.org/10.17016/feds.2024.003","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

We analyze the content of the Organization of the Petroleum Exporting Countries(OPEC) communications and whether it provides information to the crude oil market. To this end, we derive an empirical strategy which allows us to measure OPEC’s public signal and test whether market participants find it credible. Using Structural Topic Models, we analyze OPEC narratives and identify several topics related to fundamental factors, such as demand, supply, and speculative activity in the crude oil market. Importantly, we find that OPEC communication reduces oil price volatility and prompts market participants to rebalance their positions. Our analysis indicates that market participants assess OPEC communications as providing an important signal to the crude oil market.
话语背后的原因:欧佩克的叙述与石油市场
我们分析了石油输出国组织(欧佩克)的通信内容,以及它是否为原油市场提供了信息。为此,我们提出了一种实证策略,通过该策略,我们可以衡量欧佩克的公共信号,并检验市场参与者是否认为该信号可信。利用结构主题模型,我们分析了欧佩克的叙述,并确定了与原油市场的需求、供应和投机活动等基本因素相关的几个主题。重要的是,我们发现欧佩克的沟通减少了油价波动,并促使市场参与者重新平衡他们的头寸。我们的分析表明,市场参与者认为欧佩克的沟通为原油市场提供了重要信号。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信