Media tone is a priced risk factor in currency markets

Media tone constructed from 7000,000 articles from 2000 global media and 800 social media sites is found to be a genuine risk factor that cross-sectionally prices currencies. It can predict excess US dollar returns for up to six months and surpasses the no-change benchmark in predicting returns out of sample. Its predicted value contains information beyond those predicted by currency factors and business cycles. Evidence corroborates with the theory that Media tone increases investment returns, has pronounced predictive power for the currencies associated with hard-to-value characteristics, and that its predictive power increases with the number of news sources. Trading of rational investors, including banks, is associated with Media tone.

Authors

Publication Details

Journal
Journal of Banking & Finance
Published
2025-08-22
DOI
https://doi.org/10.1016/j.jbankfin.2025.107542
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
0.00
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article

Media tone is a priced risk factor in currency markets

Heikki Lehkonen, Kari Heimonen, Kuntara Pukthuanthong
Journal of Banking & Finance
Market Dynamics and Volatility
article

Media tone is a priced risk factor in currency markets

Heikki Lehkonen, Kari Heimonen, Kuntara Pukthuanthong
article en

Abstract

Media tone constructed from 7000,000 articles from 2000 global media and 800 social media sites is found to be a genuine risk factor that cross-sectionally prices currencies. It can predict excess US dollar returns for up to six months and surpasses the no-change benchmark in predicting returns out of sample. Its predicted value contains information beyond those predicted by currency factors and business cycles. Evidence corroborates with the theory that Media tone increases investment returns, has pronounced predictive power for the currencies associated with hard-to-value characteristics, and that its predictive power increases with the number of news sources. Trading of rational investors, including banks, is associated with Media tone.

Journal of Banking & FinanceVol. 180
Decent work and economic growth
Openalex Percentile: Top 70%
Market Dynamics and Volatility
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Media tone is a priced risk factor in currency markets — Heikki Lehkonen, Kari Heimonen, et al. · Journal of Banking & Finance (2025) | TGRS Research Map | TGRS