This paper bridges the gap between two popular approaches to estimating the natural rate of unemployment, u*. The first approach uses detailed labor market indicators, such as labor market flows, cross-sectional data on unemployment and vacancies, or various measures of demographic changes. The...

We propose a simple explanation for the long-run decline in the startup rate. It was caused by a slowdown in labor supply growth since the late 1970s, largely pre-determined by demographics. This channel explains roughly two-thirds of the decline and why incumbent firm survival and average...

The U.S. economy has been going through a striking structural transformation—the secular reallocation of employment across sectors—over the past several decades. We propose a decomposition framework to assess the contributions of various margins of firm dynamics to this shift. Using...

The aggregate matching (hiring) function relates gross hires to labor market tightness. Decompositions of aggregate hires show how the hiring process differs across different groups of workers and of firms. Decompositions include employment status in the previous month, age, gender and...

We document two striking facts about U.S. firm dynamics and interpret their significance for employment dynamics. The first is the dramatic decline in firm entry and the second is the gradual shift of employment toward older firms since 1980. We show that despite these trends, the lifecycle...

This note puts the current shift in the Beveridge curve into context by examining the behavior of the curve since 1950. Outward shifts in the Beveridge curve have been common occurrences during U.S. recoveries. By itself, the presence of a shift has not been a good predictor of whether the...

The U.S. economy has been going through a striking structural transformation — the secular reallocation of employment across sectors — over the past several decades. We propose a decomposition framework to assess the contributions of various margins of firm dynamics to this shift. Using...

We investigate the source, magnitude, and unevenness of the procyclical forces that shape labor force participation, i.e., the participation cycle, which are important for the implementation of the maximum employment mandate. We show that these forces can be analyzed in real time using a flow...

This paper presents a flow-based methodology for real-time unemployment rate projections and shows that this approach performed considerably better at the onset of the COVID-19 recession in the spring 2020 in predicting the peak unemployment rate as well as its rapid decline over the year. It...

In February 2022, Russia launched a full-scale invasion of Ukraine. The ensuing war has a devastating destructing impact in Ukraine. This article focuses on the humanitarian cost of war. The article develops a framework for the analysis of the effect of a war on country's human capital. We then...