{"title":"Central Banks Communication and the State of the Economy","authors":"Dmitrii Filatov","doi":"10.2139/ssrn.3519846","DOIUrl":null,"url":null,"abstract":"In this paper, I use FOMC minutes transcripts from 1995 to 2019 to estimate a topic model that summarizes Central Banks communication as easily interpretable topical themes and quantifies the proportion of news attention allocated to each theme at each point in time. I then use news attention estimates and show that they accurately predict time series of the key economic state variables. Furthermore, I evidence the link between the news sentiment in FOMC announcements in the dynamic of the key economic state variables.","PeriodicalId":202820,"journal":{"name":"Organizational Communication eJournal","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Organizational Communication eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3519846","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
In this paper, I use FOMC minutes transcripts from 1995 to 2019 to estimate a topic model that summarizes Central Banks communication as easily interpretable topical themes and quantifies the proportion of news attention allocated to each theme at each point in time. I then use news attention estimates and show that they accurately predict time series of the key economic state variables. Furthermore, I evidence the link between the news sentiment in FOMC announcements in the dynamic of the key economic state variables.