R. Bhargava, Xiaoxia Lou, Gideon Ozik, Ronnie Sadka, Travis Whitmore
{"title":"Quantifying Narratives and Their Impact on Financial Markets","authors":"R. Bhargava, Xiaoxia Lou, Gideon Ozik, Ronnie Sadka, Travis Whitmore","doi":"10.2139/ssrn.4166640","DOIUrl":null,"url":null,"abstract":"This article introduces a media coverage–based approach to quantify narratives and develops methodologies to explain the extent to which narratives drive financial markets and returns of investment portfolios. The authors show that media-derived narratives may contain predictive information for market returns beyond traditional macro indicators. Finally, the authors demonstrate that narrative indicators can be used to enhance asset-allocation strategies and to gain or hedge exposure to narratives by constructing portfolios of narrative-sensitive assets. These findings contribute to our understanding of how narratives influence financial markets and their impact on asset prices.","PeriodicalId":74863,"journal":{"name":"SSRN","volume":"49 1","pages":"82 - 95"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"SSRN","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.4166640","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
This article introduces a media coverage–based approach to quantify narratives and develops methodologies to explain the extent to which narratives drive financial markets and returns of investment portfolios. The authors show that media-derived narratives may contain predictive information for market returns beyond traditional macro indicators. Finally, the authors demonstrate that narrative indicators can be used to enhance asset-allocation strategies and to gain or hedge exposure to narratives by constructing portfolios of narrative-sensitive assets. These findings contribute to our understanding of how narratives influence financial markets and their impact on asset prices.