Whenever unemployment stays high for an extended period, it is common to see analyses, statements, and rebuttals about the extent to which the high unemployment is structural, not cyclical. This essay views the Beveridge curve pattern of unemployment and vacancy rates and the related matching...

Using U.S. real-time data, we show that changes in the unemployment rate unexplained by Okun's Law have significant predictive power for GDP data revisions. A positive (negative) error in Okun's Law in real time implies that GDP will be later revised to show less (more) growth than initially...

The effect of the Great Recession on the U.S. labor market will likely persist even after economic output has recovered. Although the recession did not greatly change the relative probabilities of job loss for different types of workers, the long-run impact will vary by worker characteristics....

The unemployed in the United States appear to allocate time to job search activities regardless of the stance of the economy. Drawing on the American Time Use Survey between 2003 and 2014, I document that the unemployed increase their search intensity only slightly if at all during recessions....

This paper shows that a simple form of nonlinearity in the Phillips curve can explain why, following the Great Recession, inflation did not decrease as much as predicted by linear Phillips curves, a phenomenon known as the missing disinflation. We estimate a piecewise-linear specification and...

Family economic mobility has been a policy concern for decades, with interest heating up further since the 1990s. Using data that tracks individual families' incomes during overlapping 10-year periods from 1978 through 2014, this paper investigates the relationships of factors - family...

We construct a theoretical model of labor markets with human capital accumulation to understand and quantify the earnings losses for young workers generated by unemployment: unemployment represents time forgone in terms of human capital accumulation, which adversely affects long-term income...

Using a novel database of 159 million online job postings, we examine changes in employer skill requirements for education and specific skillsets between 2007 and 2017. We find that upskilling - in terms of increasing demands for bachelor's degrees as well as software skills - was a persistent...

We assess the role of banks in the Paycheck Protection Program (PPP), a large and unprecedented smallbusiness support program instituted as a response to the COVID-19 crisis in the United States. In 2020, the PPP administered more than $525 billion in loans and grants to small businesses through...

The Paycheck Protection Program (PPP) was a large and unprecedented small-business support program that allocated $800 billion in loans and grants to small businesses following the onset of the COVID-19 crisis. This paper explores the optimal allocation of funds across firms and the distortions...