{"title":"媒体对货币政策的看法:通胀预期的决定因素和相关性","authors":"Matthieu Picault, Julien Pinter, Thomas Renault","doi":"10.2139/ssrn.3686904","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":191513,"journal":{"name":"European Economics: Macroeconomics & Monetary Economics eJournal","volume":"107 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Media Sentiment on Monetary Policy: Determinants and Relevance for Inflation Expectations\",\"authors\":\"Matthieu Picault, Julien Pinter, Thomas Renault\",\"doi\":\"10.2139/ssrn.3686904\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":191513,\"journal\":{\"name\":\"European Economics: Macroeconomics & Monetary Economics eJournal\",\"volume\":\"107 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-09-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Economics: Macroeconomics & Monetary Economics eJournal\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3686904\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Economics: Macroeconomics & Monetary Economics eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3686904","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.