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Jel Classification:E24 

Report
Allocation and Employment Effect of the Paycheck Protection Program

The Paycheck Protection Program (PPP) was a large and unprecedented small-business support program enacted as a response to the COVID-19 crisis in the United States. The PPP administered almost $800 billion in loans and grants to small businesses through the banking system. However, there is still limited consensus on its overall effect on employment. This paper explores why it is challenging to estimate the effect of the PPP. To do so, we first focus on the timing of the allocation of PPP funds across regions and firms. Counties less affected by COVID-19 and with a larger presence of ...
Current Policy Perspectives

Working Paper
Firms as Learning Environments: Implications for Earnings Dynamics and Job Search

This paper demonstrates that heterogeneity in firms’ promotion of human capital accumulation is an important determinant of life-cycle earnings inequality. I use administrative micro data from Germany to show that different establishments offer systematically different earnings growth rates for their workers. This observation suggests that that the increase in inequality over the life cycle reflects not only inherent worker variation, but also differences in the firms that workers happen to match with over their lifetimes. To quantify this channel, I develop a life-cycle search model with ...
Working Papers , Paper 2020-036

Working Paper
Macroelasticities and the U.S. sequestration budget cuts

Microeconomic studies keep reporting that the intertemporal substitution in consumption and the Frisch elasticity of aggregate labor supply have significantly lower values than macroeconomic models find consistent with the dynamics of aggregate variables. The paper argues that in the U.S. such dynamics have been influenced since 2013 by the temporary spending cuts imposed by the so-called budget sequestration. The paper exploits the "policy experiment" features of that measure to gauge macroelasticity values from the evidence associated with it, adopting to that effect a macroeconomic model ...
Working Papers , Paper 1412

Report
Shifts in the Beveridge curve

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 unemployment rate at the end of the expansion following a shift was higher or lower than that in the preceding expansion.
Staff Reports , Paper 687

Working Paper
Measuring Sectoral Supply and Demand Shocks during COVID-19

We measure labor demand and supply shocks at the sector level around the COVID-19 outbreak by estimating a Bayesian structural vector autoregression on monthly statistics of hours worked and real wages. Our estimates suggest that two-thirds of the 16.24 percentage point drop in the growth rate of hours worked in April 2020 are attributable to supply. Most sectors were subject to historically large negative labor supply and demand shocks in March and April, but there is substantial heterogeneity in the size of shocks across sectors. We show that our estimates of supply shocks are correlated ...
Working Papers , Paper 2020-011

Journal Article
Top Income Inequality in the 21st Century: Some Cautionary Notes

We revisit recent empirical evidence about the rise in top income inequality in the United States, drawing attention to key issues that we believe are critical for an informed discussion about changing inequality since 1980: the definition of income (labor versus total), the unit of analysis (individual versus tax unit), the importance of partnership and S-corporation income, income shifting between the corporate and personal sectors in response to tax incentives, the definition of the top of the distribution, and trends in the middle and bottom of the distribution. Our goal is to inform ...
Quarterly Review , Issue October , Pages 2-15

Working Paper
Hispanics in the U.S. Labor Market: A Tale of Three Generations

Immigrants? descendants typically assimilate toward mainstream social and economic outcomes across generations. Hispanics in the United States are a possible exception to this pattern. Although there is a growing literature on intergenerational progress, or lack thereof, in education and earnings among Hispanics, there is little research on employment differences across immigrant generations. Using data from 1996 to 2017, this study reveals considerable differences in Hispanics? employment rates across immigrant generations. Hispanic immigrant men tend to have higher employment rates than ...
Working Papers , Paper 1809

Working Paper
Job Heterogeneity and Aggregate Labor Market Fluctuations

This paper disciplines a model with search over match quality using microeconomic evidence on worker mobility patterns and wage dynamics. In addition to capturing these individual data, the model provides an explanation for aggregate labor market patterns. Poor match quality among first jobs implies large fluctuations in unemployment due to a responsive job destruction margin. Endogenous job destruction generates a burst of layoffs at the onset of a recession and, together with on-the-job search, generates a negative comovement between unemployment and vacancies. A significant job ladder, ...
Working Papers , Paper 19-04

Working Paper
Human Capital Risk, Contract Enforcement, and the Macroeconomy

We use data from the Survey of Consumer Finance and Survey of Income Program Participation to show that young households with children are under-insured against the risk that an adult member of the household dies. We develop a tractable macroeconomic model with human capital risk, age-dependent returns to human capital investment, and endogenous borrowing constraints due to the limited pledgeability of human capital (limited contract enforcement). We show analytically that, consistent with the life insurance data, in equilibrium young households are borrowing constrained and under-insured ...
Working Paper Series , Paper WP-2014-9

Journal Article
Duration Dependence and Composition in Unemployment Spells

This article reviews the evidence for duration dependence in job-finding rates and its implications for the unemployment duration distribution. The authors document duration dependence and show that it exists within nearly every demographic subgroup. Then, they examine the implications of duration dependence on unemployment duration, emphasizing that a uniform job-finding rate that does not incorporate duration dependence understates unemployment duration. Finally, they explore a composition-based approach to duration dependence, where they solve for the distribution of preexisting ...
Review , Volume 98 , Issue 4 , Pages 263-276

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