Does Unusual News Forecast Market Stress? | E-Axes

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Does Unusual News Forecast Market Stress?

date Date: July 1, 2015
date Author(s): Harry Mamaysky and Paul Glasserman
date Affiliation: Columbia University

We find that an increase in the “unusualness” of news with negative sentiment predicts an increase in stock market volatility. Our analysis is based on over 360,000 articles on 50 large financial companies, mostly banks and insurers, published in 1996–2014. We find that the interaction between measures of unusualness and sentiment forecasts volatility at both the company-specific and aggregate level. These effects persist for several months. The pattern of response of volatility in our aggregate analysis is consistent with a model of rational inattention among investors.

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