Quantifying Narratives and Their Impact on Financial Markets

SSRN Pub Date : 2023-02-09 DOI:10.2139/ssrn.4166640
R. Bhargava, Xiaoxia Lou, Gideon Ozik, Ronnie Sadka, Travis Whitmore
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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.
量化叙述及其对金融市场的影响
本文介绍了一种基于媒体报道的方法来量化叙事,并开发了一些方法来解释叙事在多大程度上推动了金融市场和投资组合的回报。作者表明,媒体衍生的叙述可能包含超出传统宏观指标的市场回报预测信息。最后,作者证明,叙事指标可以用来提高资产配置策略,并通过构建叙事敏感资产的投资组合来获得或对冲叙事风险。这些发现有助于我们理解叙事如何影响金融市场及其对资产价格的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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