This paper develops and applies a simple graphical approach to portfolio selection that accounts for covariance between asset returns and an investor's labor income. Our graphical approach easily handles income shocks that are partly hedgeable, multiple risky assets, multiple risky assets, many...

We rely on a decomposition of employment changes into job creation and job destruction components - and a novel set of identifying restrictions that this decomposition permits - to develop new evidence about the driving forces behind aggregate fluctuations and the channels through which they...

Drawing on firm-level expectations at a one-year forecast horizon in the Survey of Business Uncertainty (SBU), we construct novel, forward-looking reallocation measures for jobs and sales. These measures rise sharply after February 2020, reaching rates in April that are 2.4 (3.9) times the...

Drawing on data from the firm-level Survey of Business Uncertainty, we present three pieces of evidence that COVID-19 is a persistent reallocation shock. First, rates of excess job and sales reallocation over 24-month periods have risen sharply since the pandemic struck, especially for sales. We...

We quantify the contribution of various driving forces to state-level movements in unemployment rates and employment growth from 1956 to 1992. Our story of regional fluctuations in the U.S. economy has a large cast of players -- including government contract awards and the basing of military...