Search Results
Working Paper
Income in the Off-Season: Household Adaptation to Yearly Work Interruptions
Joblessness is highly seasonal. To analyze how households adapt to seasonal joblessness, we introduce a measure of seasonal work interruptions premised on the idea that a seasonal worker will tend to exit employment around the same time each year. We show that an excess share of prime-age US workers experience recurrent separations spaced exactly 12 months apart. These separations coincide with aggregate seasonal downturns and are concentrated in seasonally volatile industries. Examining workers most prone to seasonal work interruptions, we find that these workers incur large earnings losses ...
Working Paper
Measuring Job Loss during the Pandemic Recession in Real Time with Twitter Data
We present an indicator of job loss derived from Twitter data, based on a fine-tuned neural network with transfer learning to classify if a tweet is job-loss related or not. We show that our Twitter-based measure of job loss is well-correlated with and predictive of other measures of unemployment available in the official statistics and with the added benefits of real-time availability and daily frequency. These findings are especially strong for the period of the Pandemic Recession, when our Twitter indicator continues to track job loss well but where other real-time measures like ...
Journal Article
An Alternative Version of the KC Fed LMCI Suggests the Level of Activity Was Little Changed but Momentum Decelerated Sharply in October
Last month, we published an alternative version of the Kansas City Fed’s Labor Market Conditions Indicators (LMCI) that excludes delayed government series to continue tracking the health of the labor market in a systematic fashion. The October reading of this restricted LMCI suggests little change in the labor market, but a deceleration in labor market momentum caused by a high number of announced job cuts. This has pushed down our model's forecast of payroll employment growth for October.
Report
Job Ladder, Human Capital, and the Cost of Job Loss
High-tenure workers who lose their jobs experience a large and prolonged fall in wages and earnings. To quantify the forces behind this empirical regularity, we propose a rich structural model of the labor market with heterogeneous firms, on-the-job search, and firm-specific and general human capital. By jointly matching moments of workers’ mobility and wages, the model can replicate the losses in earnings and wages observed in the data. The loss of a job with a more productive employer is the primary driver of the cumulated wage losses post-displacement (50 percent), followed by the loss ...
Working Paper
Reconsidering the Consequences of Worker Displacements : Firm versus Worker Perspective
Prior literature has established that displaced workers suffer persistent earnings losses by following workers in administrative data after mass layoffs. This literature assumes that these are involuntary separations owing to economic distress. This paper examines this assumption by matching survey data on worker-supplied reasons for separations with administrative data. Workers exhibit substantially different earnings dynamics in mass layoffs depending on the reason for separation. Using a new methodology to account for the increased separation rates across all survey responses during a mass ...
Working Paper
Disparate Impacts of Job Loss by Parental Income and Implications for Intergenerational Mobility
Does job loss cause less economic damage if your parents are higher-income, and what are the implications for intergenerational mobility? In this paper we show that following a layoff, adult children born to parents in the bottom 20% of the income distribution have almost double the unemployment compared with those born to parents in the top 20%, with 118% higher present discounted value losses in earnings. Next, we show that these disparate impacts of job loss have important implications for inequality and intergenerational mobility. They increase the 80:20 income inequality ratio for those ...
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 ...
Journal Article
Home Production Activity during the COVID-19 Shutdown
An increase in household activities—including child care and cooking—between January and April coincides with job losses during the coronavirus pandemic.