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Quantifying Narratives and Their Impact on Financial Markets

Rajeev Bhargava, Xiaoxia Lou, Gideon Ozik, Ronnie Sadka and Travis Whitmore
The Journal of Portfolio Management April 2023, jpm.2023.1.472; DOI: https://doi.org/10.3905/jpm.2023.1.472
Rajeev Bhargava
is a managing director and head of investor behavior research at State Street Associates in Cambridge, MA
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Xiaoxia Lou
is a professor of finance at the University of Delaware in Newark, DE, and is the head of research at MKT MediaStats in Cambridge, MA
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Gideon Ozik
is a founder and managing partner of MKT MediaStats in Cambridge, MA, and is an affiliate professor of finance at EDHEC Business School in Nice, France
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Ronnie Sadka
is the senior associate dean for faculty, a chairperson, a professor of finance, and the Haub Family Professor in the Carroll School of Management at Boston College in Boston, MA, and is a founder and managing partner of MKT MediaStats in Cambridge, MA
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Travis Whitmore
is a vice president and a senior quantitative researcher at State Street Associates in Frankfurt, Germany
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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.

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The Journal of Portfolio Management: 49 (4)
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Multi-Asset Special Issue 2023
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Quantifying Narratives and Their Impact on Financial Markets
Rajeev Bhargava, Xiaoxia Lou, Gideon Ozik, Ronnie Sadka, Travis Whitmore
The Journal of Portfolio Management Feb 2023, jpm.2023.1.472; DOI: 10.3905/jpm.2023.1.472

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Quantifying Narratives and Their Impact on Financial Markets
Rajeev Bhargava, Xiaoxia Lou, Gideon Ozik, Ronnie Sadka, Travis Whitmore
The Journal of Portfolio Management Feb 2023, jpm.2023.1.472; DOI: 10.3905/jpm.2023.1.472
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  • Article
    • Abstract
    • LITERATURE REVIEW
    • DATA CONSTRUCTION AND METHODOLGY
    • DO NARRATIVES DRIVE MARKETS?
    • PREDICTING MARKET RETURNS
    • ENHANCING STOCK SELECTION PERFORMANCE
    • CONCLUSION
    • APPENDIX
    • ENDNOTES
    • REFERENCES
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