Macroeconomics

Working Paper

At-Risk Transformation for U.S. Recession Prediction

WP 25-34 – We flip a large set of economic indicators into simple on/off “at-risk” signals and combine them to forecast U.S. recessions. This method is fast and robust, and it often beats complex machine-learning models.

Featured Work

Macroeconomics

Working Paper

School Closures, Parental Labor Supply, and Time Use

WP 25-33 – This paper finds that the effect of 2020–21 school closures on parents’ hours worked was surprisingly small. How parents sustained their working time — using a mix of telework and informal child care — is a research priority.

Macroeconomics

Working Paper

(Visualizing) Plausible Treatment Effect Paths

WP 25-27 – Many economic policies have dynamic treatment effects. To help researchers understand what dynamics are plausible, we introduce two new tools to visualize uncertainty about dynamic effects.

Macroeconomics

Working Paper

Assessing Maximum Employment

WP 25-26 – The authors study how various labor market indicators can be used to assess the position of the labor market relative to maximum employment. The analysis is conducted as part of the Fed’s 2025 review of its monetary policy framework.

Featured Data

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Livingston Survey

The oldest continuous survey of economists' expectations that summarizes the forecasts of economists from industry, government, banking, and academia

Updated: 24 Jun ’25

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Survey of Professional Forecasters

The oldest quarterly survey of macroeconomic forecasts in the United States

Updated: 15 Aug ’25

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Aruoba-Diebold-Scotti Business Conditions Index

An index designed to track real business conditions at high observation frequency

Updated: 06 Nov ’25

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Real-Time Data Set for Macroeconomists

The real-time data set consists of vintages, or snapshots, of time series of major macroeconomic variables. The data set may be used by macroeconomic researchers to verify empirical results, to analyze policy, or to forecast. All data are updated at the end of each month.

Updated: 31 Oct ’25

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GDPplus

Measure of the quarter-over-quarter rate of growth of real output in continuously compounded annualized percentage points

Updated: 25 Sep ’25

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Aruoba Term Structure of Inflation Expectations

A continuous curve of inflation expectations three to 120 months ahead, analogous to a yield curve

Updated: 31 Oct ’25