We create a newspaper-based Equity Market Volatility (EMV) tracker that moves with the VIX and with the realized volatility of returns on the S&P 500. Parsing the underlying text, we find that 72 percent of EMV articles discuss the Macroeconomic Outlook, and 44 percent discuss Commodity Markets. Policy news is another major source of volatility: 35 percent of EMV articles refer to Fiscal Policy (mostly Tax Policy), 30 percent discuss Monetary Policy, 25 percent refer to one or more forms of Regulation, and 13 percent mention National Security matters. The contribution of particular policy areas fluctuates greatly over time. Trade Policy news, for example, went from a virtual nonfactor in equity market volatility to a leading source after Donald Trump’s election and especially after the intensification of U.S-China trade tensions. The share of EMV articles with attention to government policy rises over time, reaching its peak in 2017-18. We validate our measurement approach in various ways. For example, tailoring our EMV tracker to news about petroleum markets yields a measure that rises and falls with the implied and realized volatility of oil prices.

More on this topic

BFI Working Paper·Aug 31, 2026

Democratizing Private Markets: Equilibrium Predictions

Lubos Pastor, Robert F. Stambaugh, and Lucian A. Taylor
Topics: Financial Markets
BFI Working Paper·Aug 31, 2026

The Anatomy and Evolution of Survey Error

Bruce Meyer, Nikolas Mittag, Derek Wu, Anthony Tatarka, and Patrick Langetieg
Topics: Fiscal Studies
BFI Working Paper·Jul 28, 2026

Reserves and the Buyer of Last Resort

Frédéric Boissay and Harald Uhlig
Topics: Financial Markets