媒体对货币政策的看法:通胀预期的决定因素和相关性

Matthieu Picault, Julien Pinter, Thomas Renault
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引用次数: 9

摘要

我们通过分析来自五家主要国际报纸的25,000篇文章,构建了一个新的指标来捕捉媒体对欧洲央行货币政策及其相关环境的情绪。利用命名实体识别和词性标注,我们提出了一种方法,将央行官方信息的传播与媒体评论分离开来。由此得出的每日指数与一些衡量经济情绪的月度标准指标相关,但揭示了有关货币政策的特殊信息。分析我们指数的决定因素,我们发现总统的新闻发布会和会议间沟通都显著影响媒体情绪。然后,我们表明,在控制了大量因素的情况下,媒体情绪的日常变化对金融市场的通胀预期具有预测能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Media Sentiment on Monetary Policy: Determinants and Relevance for Inflation Expectations
We construct a new indicator to capture media sentiment about the European Central Bank monetary policy and its relevant environment by analyzing 25,000 articles from five major international newspapers. Using named entity recognition and part-of-speech tagging, we propose a methodology to dissociate the dissemination of the central bank's official communications from the media comments. The resulting -daily- index correlates with some -monthly- standard measures of economic sentiment but reveals idiosyncratic information on monetary policy. Analyzing the determinants of our index, we find that both press conference and inter-meeting communications of the president significantly affect media sentiment. We then show that, controlling for a large range of factors, daily changes in media sentiment have predictive power on financial markets’ inflation expectations.
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