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Keywords:unemployment rate OR Unemployment rate OR Unemployment Rate 

Working Paper
IT Shields: Technology Adoption and Economic Resilience during the COVID-19 Pandemic

We study the labor market effects of information technology (IT) during the onset of the COVID-19 pandemic, using data on IT adoption covering almost three million establishments in the US. We find that in areas where firms had adopted more IT before the pandemic, the unemployment rate rose less in response to social distancing. IT shields all individuals, regardless of gender and race, except those with the lowest educational attainment. Instrumental variable estimates–leveraging historical routine employment share as a booster of IT adoption– confirm IT had a causal impact on fostering ...
Finance and Economics Discussion Series , Paper 2023-010

Working Paper
Measuring Labor-Force Participation and the Incidence and Duration of Unemployment

The underlying data from which the U.S. unemployment rate, labor-force participation rate, and duration of unemployment are calculated contain numerous internal contradictions. This paper catalogs these inconsistencies and proposes a reconciliation. We find that the usual statistics understate the unemployment rate and the labor-force participation rate by about two percentage points on average and that the bias in the latter has increased since the Great Recession. The BLS estimate of the average duration of unemployment overstates by 50% the true duration of uninterrupted spells of ...
Finance and Economics Discussion Series , Paper 2019-035

Journal Article
Do Local Economic Conditions Influence FOMC Votes?

Monetary policy in the United States is determined by the Federal Open Market Committee (FOMC), a decisionmaking body that includes regional representation. Evidence shows that the economic conditions in their respective regions have influenced how presidents of the 12 regional Federal Reserve Districts voted at the FOMC meetings in past decades. Specifically, a 1 percentage point higher unemployment rate in a District relative to the national average is associated with a 9 percentage point higher probability of dissenting in favor of looser policy during the FOMC vote.
FRBSF Economic Letter , Volume 2025 , Issue 13 , Pages 5

Journal Article
Assessing the Recent Rise in Unemployment

The unemployment rate has risen over half a percentage point since the second quarter of 2023. Individual survey data underlying the unemployment rate can help in assessing which labor market transitions account for this rise. One dominant factor appears to be a fall in the job-finding rate—the share of unemployed individuals finding employment. The duration of unemployment has also increased recently. In past decades, these patterns have frequently occurred during the onset of recessions, which suggests that these data should be closely monitored.
FRBSF Economic Letter , Volume 2025 , Issue 09 , Pages 6

Working Paper
The Role of News about TFP in U.S. Recessions and Booms

We develop a general equilibrium model to study the historical contribution of TFP news to the U.S. business cycle. Hiring frictions provide incentives for firms to start hiring ahead of an anticipated improvement in technology. For plausibly calibrated hiring costs, employment gradually rises in response to positive TFP news shocks even under standard preferences. TFP news shocks are identified mainly by current and expected unemployment rates since periods in which average unemployment is relatively high (low) are also periods in which average TFP growth is slow (fast). We work out the ...
Working Paper Series , Paper WP-2018-6

Journal Article
Recession Prediction on the Clock

The jobless unemployment rate is a reliable predictor of recessions, almost always showing a turning point shortly before recessions but not at other times. Its success in predicting recessions is on par with the better-known slope of the yield curve but at a shorter horizon. Hence, it performs better for predicting recessions in the near term. Currently, this data and related series analyzed using the same method are not signaling that a recession is imminent, although that may change in coming months.
FRBSF Economic Letter , Volume 2022 , Issue 36 , Pages 06

Journal Article
Job-Finding Anomalies of the Current Expansion

Job-finding rates have declined over the past three years for people who are unemployed or are out of the labor force. Analysis shows that the decline in job finding for unemployed people has been pronounced for prime-age and college-educated individuals, while the decline in job finding for people who are out of the labor force has been driven by younger and less-educated individuals. These demographic patterns differ from job-finding rates during typical economic expansions and imply both a cooling and a restructuring within the labor market.
FRBSF Economic Letter , Volume 2026 , Issue 20 , Pages 6

Journal Article
Post-Pandemic Labor Shortages Have Limited the Effect of Monetary Policy on the Labor Market

The labor market has so far shown remarkable resilience to the Federal Reserve’s recent monetary policy tightening. Severe labor shortages in the post-pandemic era have led many employers to hold on to workers and hire less-skilled workers—even though they expect demand for their goods or services to weaken in the future. As a result, unemployment remains low, and labor productivity has declined.
Economic Bulletin

Back-of-the-Envelope Estimates of Next Quarter’s Unemployment Rate

Layoffs are certainly one of the effects of battling COVID-19. What sort of unemployment rate might we see in the second quarter of 2020?
On the Economy

Discussion Paper
Conclusion: How Low Will the Unemployment Rate Go?

A major theme of the posts in our labor market series has been that the outflows from unemployment, either into employment or out of the labor force, have been the primary determinant of unemployment rate dynamics in long expansions. The key to the importance of outflows is that within long expansions there have not been adverse shocks that lead to a burst of job losses. To illustrate the power of this mechanism, we presented simulations in a previous post that were based on the movements in the outflow and inflow rates in the previous three expansions. These simulated paths show the ...
Liberty Street Economics , Paper 20120402

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