News-Implied Volatility and Disaster Concerns

News-Implied Volatility and Disaster Concerns

Asaf Manela presents a text-based measure of uncertainty starting in 1890 using a machine learning technique applied to front-page articles of the Wall Street Journal. He argues that news implied volatility (NVIX) predicts high future returns in normal times, and rises just before transitions into economic disasters.