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Journal Article
The Recent Slowdown in Labor Supply and Demand
The pace of job growth cooled through mid-2025, while the unemployment rate rose relatively little. This seeming puzzle is explained by an even stepdown of labor supply and demand, meaning slowing labor force growth coincided with a slowdown in job growth. The recent decline in job growth is broad based across industries, suggesting a widespread softening of labor demand. For the labor force, recent declines are driven by changes in immigration flows and declining labor force participation. Together, these factors may signal some underlying fragility in the labor market.
Journal Article
Unemployment: Lower for Longer?
Unemployment is running near its 50-year low, but inflation has not picked up as expected. This suggests that the unemployment rate consistent with stable inflation has fallen. Combining a conventional Phillips curve tradeoff between unemployment and inflation with a noninflationary unemployment rate that can change over time shows that estimates of this unemployment threshold have declined toward 4% in recent years. One possible reason for this decline is improvements in how job matches are made, reflected in unusually favorable job-finding rates for disadvantaged groups.
Working Paper
Evaluating Macroeconomic Outcomes Under Asymmetries: Expectations Matter
Asymmetries play an important role in many macroeconomic models. We show that assumptions on household and firm expectations play a key role in determining the effects of these asymmetries on macroeconomic outcomes. If households and firms have perfect foresight and hence do not account for the possibility of future shocks, then the implied longer-run averages and distributions for unemployment and inflation can differ significantly from their rational expectations counterparts. We first derive this result analytically under either an asymmetric monetary policy rule or a nonlinear Phillips ...
Journal Article
Estimating Natural Rates of Unemployment
Before the pandemic, the U.S. unemployment rate reached a historic low that was close to estimates of its underlying longer-run value and the short-run level associated with an absence of inflationary pressures. After two turbulent years, unemployment has returned to its pre-pandemic low, and the estimated underlying longer-run unemployment rate appears largely unchanged. However, economic disruptions appear to have pushed up the short-run noninflationary rate substantially, as high as 6%. Examining these different measures of the natural rate of unemployment can provide useful insights for ...
Working Paper
Evaluating Macroeconomic Outcomes Under Asymmetries: Expectations Matter
Asymmetries play an important role in many macroeconomic models. We show that assumptions on household and firm expectations play a key role in determining the effects of these asymmetries on macroeconomic outcomes. If households and firms have perfect foresight and hence do not account for the possibility of future shocks, then the implied longer-run averages and distributions for unemployment and inflation can differ significantly from their rational expectations counterparts. We first derive this result analytically under either an asymmetric monetary policy rule or a nonlinear Phillips ...
Working Paper
Financial Frictions, the Housing Market, and Unemployment
We develop a two-sector search-matching model of the labor market with imperfect mobility of workers, augmented to incorporate a housing market and a frictional goods market. Homeowners use home equity as collateral to finance idiosyncratic consumption opportunities. A financial innovation that raises the acceptability of homes as collateral raises house prices and reduces unemployment. It also triggers a reallocation of workers, with the direction of the change depending on firms? market power in the goods market. A calibrated version of the model under adaptive learning can account for ...
Journal Article
An Unemployment Crisis after the Onset of COVID-19
The COVID-19 pandemic has upended the U.S. labor market, with massive job losses and a spike in unemployment to its highest level since the Great Depression. How long unemployment will remain at crisis levels is highly uncertain and will depend on the speed and success of coronavirus containment measures. Historical patterns of monthly flows in and out of unemployment, adjusted for unique aspects of the coronavirus economy, can help in assessing potential paths of unemployment. Unless hiring rises to unprecedented levels, unemployment could remain severely elevated well into next year.
Working Paper
Reservation Benefits: Assessing job acceptance impacts of increased UI payments
Job acceptance decisions weigh the value of an entire job spell relative to remaining unemployed. There exists a reservation level of benefit payments in this dynamic decision problem at which an individual is indifferent between accepting and refusing an offer. This reservation benefit is a simple statistic to test the job acceptance deterrence effects of current unemployment insurance (UI) payments, summarizing the decision problem conditional on the believed state of the labor market and the weeks of UI compensation remaining. Estimating the reservation benefit for a wide range of US ...
Journal Article
Did the $600 Unemployment Supplement Discourage Work?
People receiving unemployment insurance benefits during the COVID-19 recession were entitled to $600 of additional payments per week through July. This large increase in benefit payments raised a concern that recipients would delay returning to work. However, analysis suggests that the available aid would not outweigh the value of a longer-term stable income in workers’ decisions to accept job offers. Evidence from recent labor market outcomes confirms that the supplemental payments had little or no adverse effect on job search.
Working Paper
Firm Search in the Labor Market: Evidence from Help-Wanted Advertisements
We construct new monthly city-level and national measures of firm search for workers from 1900 to 1938, drawing on approximately 5 million scanned help-wanted advertisements from five U.S. newspapers, with breakdowns by gender. We document four main findings: (1) firm search effort is procyclical, declining sharply at the onset of recessions; (2) posting costs affect advertising behavior, but the effect is modest, with an elasticity of −0.09; (3) the U.S. Beveridge curve has been stable for the past 125 years, with matching elasticities of 0.57 pre-WWII and 0.55 post-WWII; and (4) ...