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"Average Earnings"
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The Nature of Countercyclical Income Risk
2014
We study business cycle variation in individual earnings risk using a confidential and very large data set from the US Social Security Administration. Contrary to past research, we find that the variance of idiosyncratic shocks is not countercyclical. Instead, it is the left-skewness of shocks that is strongly countercyclical: during recessions, large upward earnings movements become less likely, whereas large drops in earnings become more likely. Second, we find that the fortunes during recessions are predictable by observable characteristics before the recession. Finally, the cyclicality of earnings risk is dramatically different for the top 1 percent compared with the rest of the population.
Journal Article
Job Displacement and Mortality: An Analysis Using Administrative Data
2009
We use administrative data on the quarterly employment and earnings of Pennsylvanian workers in the 1970s and 1980s matched to Social Security Administration death records covering 1980-2006 to estimate the effects of job displacement on mortality. We find that for high-seniority male workers, mortality rates in the year after displacement are 50%-100% higher than would otherwise have been expected. The effect on mortality hazards declines sharply over time, but even twenty years after displacement, we estimate a 10%-15% increase in annual death hazards. If such increases were sustained indefinitely, they would imply a loss in life expectancy of 1.0-1.5 years for a worker displaced at age forty. We show that these results are not due to selective displacement of less healthy workers or to unstable industries or firms offering less healthy work environments. We also show that workers with larger losses in earnings tend to suffer greater increases in mortality. This correlation remains when we examine predicted earnings declines based on losses in industry, firm, or firm-size wage premiums.
Journal Article
The Labor-Market Returns to Community College Degrees, Diplomas, and Certificates
by
Coomes, Paul
,
Troske, Kenneth
,
Jepsen, Christopher
in
2000-2008
,
Academic degrees
,
Associate degrees
2014
This article provides one of the first rigorous estimations of the labor-market returns to community college certificates and diplomas, as well as estimations of the returns to the more commonly studied associate’s degrees. Using administrative data from Kentucky, we estimate panel-data models that control for differences among students in precollege earnings and educational aspirations. Associate’s degrees and diplomas have quarterly earnings returns of nearly $2,400 for women and $1,500 for men, compared with much smaller returns for certificates. There is substantial heterogeneity in returns across fields of study. Degrees, diplomas, and—for women—certificates correspond with higher levels of employment.
Journal Article
Earnings Inequality and Mobility in the United States: Evidence from Social Security Data Since 1937
2010
This paper uses Social Security Administration longitudinal earnings micro data since 1937 to analyze the evolution of inequality and mobility in the United States. Annual earnings inequality is U-shaped, decreasing sharply up to 1953 and increasing steadily afterward. Short-term earnings mobility measures are stable over the full period except for a temporary surge during World War II. Virtually all of the increase in the variance in annual (log) earnings since 1970 is due to increase in the variance of permanent earnings (as opposed to transitory earnings). Mobility at the top of the earnings distribution is stable and has not mitigated the dramatic increase in annual earnings concentration since the 1970s. Long-term mobility among all workers has increased since the 1950s but has slightly declined among men. The decrease in the gender earnings gap and the resulting substantial increase in upward mobility over a lifetime for women are the driving force behind the increase in long-term mobility among all workers.
Journal Article
Worker Betas: Five Facts about Systematic Earnings Risk
2017
The magnitude of and heterogeneity in systematic earnings risk has important implications for various theories in macro, labor, and financial economics. Using administrative data, we document how the aggregate risk exposure of individual earnings to GDP and stock returns varies across gender, age, the worker's earnings level, and industry. Aggregate risk exposure is U-shaped with respect to the earnings level. In the middle of the earnings distribution, aggregate risk exposure is higher for males, younger workers, and construction and durable manufacturing. At the top of the earnings distribution, aggregate risk exposure is higher for older workers and finance.
Journal Article
Can Mutual Fund Managers Pick Stocks? Evidence from Their Trades Prior to Earnings Announcements
2010
Recent research finds that the stocks that mutual fund managers buy outperform the stocks that they sell (e.g., Chen, Jegadeesh, and Wermers (2000)). We study the nature of this stock-picking ability. We construct measures of trading skill based on how the stocks held and traded by fund managers perform at subsequent corporate earnings announcements. This approach increases the power to detect skilled trading and sheds light on its source. We find that the average fund’s recent buys significantly outperform its recent sells around the next earnings announcement, and that this accounts for a disproportionate fraction of the total abnormal returns to fund trades estimated in prior work. We find that mutual fund trades also forecast earnings surprises. We conclude that mutual fund managers are able to trade profitably in part because they are able to forecast earnings-related fundamentals.
Journal Article
Trends in Employment and Earnings of Allowed and Rejected Applicants to the Social Security Disability Insurance Program
2011
Longitudinal administrative data show that rejected male applicants to the Disability Insurance (DI) program who are younger or have low-mortality impairments such as back pain and mental health problems exhibit substantial labor force attachment. While we confirm that employment rates of older rejected applicants are low, continued high numbers of younger and low-mortality beneficiaries have raised the potential employment of DI beneficiaries. Three findings support economic inducement to apply. Mean preapplication earnings have fallen, rejected applicants experience preapplication declines in earnings, and beneficiaries whose first applications were rejected at the DDS level but who ultimately received benefits exhibit substantial employment. JEL: H55, J14, J28, J31
Journal Article
Job Satisfaction and Co-worker Wages: Status or Signal?
by
Clark, Andrew E.
,
Kristensen, Nicolai
,
Westergård-Nielsen, Niels
in
Average earnings
,
Colleagues
,
Earnings
2009
We use matched employer-employee panel data to show that individual job satisfaction is higher when other workers in the same establishment are better-paid. This runs counter to substantial existing evidence of income comparisons in subjective well-being. We argue that the difference hinges on the nature of the reference group. Here we use co-workers. Their earnings not only induce jealousy but also provide a signal about the worker's own future earnings. In our data, this positive future earnings signal outweighs any negative status effect. This phenomenon is stronger for men and in the private sector but weaker for those nearer retirement.
Journal Article
Job-to-Job Flows and Earnings Growth
2017
The US workforce has had little change in real wages, income, or earnings since the year 2000. However, even when there is little change in the average rate at which workers are compensated, individual workers experienced a distribution of wage and earnings changes. In this paper, we demonstrate how earnings evolve in the US economy in the years 2001-2014 on a forthcoming dataset on earnings for stayers and transitioners from the U.S. Census Bureau's Job-to-Job Flows data product. We account for the roles of on-the-job earnings growth, job-to-job flows, and nonemployment in the growth of U.S. earnings.
Journal Article
Fortunate Sons: New Estimates of Intergenerational Mobility in the United States Using Social Security Earnings Data
2005
Previous studies, relying on short-term averages of fathers' earnings, have estimated the intergenerational elasticity (IGE) in earnings to be approximately 0.4. Due to persistent transitory fluctuations, these estimates have been biased down by approximately 30% or more. Using administrative data containing the earnings histories of parents and children, the IGE is estimated to be around 0.6. This suggests that the United States is substantially less mobile than previous research indicated. Estimates of intergenerational mobility are significantly lower for families with little or no wealth, offering empirical support for theoretical models that predict differences due to borrowing constraints.
Journal Article