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Youth Labor Markets in the United States: Shopping Around vs. Staying Put

The Review of Economics and Statistics 2002 84(3), 462-482
The need for school-to-work programs or other means of increasing early job market stability is predicated on the view that the “chaotic” nature of youth labor markets in the United States is costly because workers drift from one job to another without developing skills, behavior, or other characteristics that in turn lead to higher adult earnings. However, there is also ample evidence that workers receive positive returns to job shopping. This paper asks whether youths in unstable jobs early in their careers suffer adverse labor market consequences as adults. Its specific contribution is to account for the endogenous determination of early job stability and adult wages as outcomes of a job search/job shopping process. Labor market conditions in the early years in the labor market are used as instrumental variables for the job stability experienced during those years. The instrumental variables estimates generally point to substantial positive effects of early job stability on adult wages, in contrast to OLS estimates, which indicate little or no relationship.

Workplace Segregation in the United States: Race, Ethnicity, and Skill

The Review of Economics and Statistics 2008 90(3), 459-477
We study workplace segregation in the United States using a unique matched employer-employee data set that we have created. We present measures of workplace segregation by education and language, and by race and ethnicity, and we assess the role of education- and language-related skill differentials in generating workplace segregation by race and (Hispanic) ethnicity. Our results indicate that there is considerable segregation by race, ethnicity, education, and language in the workplace. Only a tiny portion of racial segregation in the workplace is driven by education differences between blacks and whites, but a substantial fraction of ethnic segregation in the workplace can be attributed to differences in English-language proficiency. Finally, additional evidence suggests that segregation by language likely reflects complementarity among workers speaking the same language.

Wage Declines among Older Men

The Review of Economics and Statistics 1996 78(4), 740
We examine the evidence on whether real wages decline with age among older men. While the general human capital model of wage growth over the life cycle predicts that wages will fall as workers approach the end of their career, alternative models of wage growth do not predict these wage declines. We find that in longitudinal estimates of age-wage profiles wage declines only set in for workers in their 60s. Furthermore, these longitudinal declines are at least partly due to interactions with the Social Security system. The earnings cap or other effects of Social Security appear to lead some workers to choose jobs and job characteristics associated with lower wages.

Are OLS Estimates of the Return to Schooling Biased Downward? Another Look

The Review of Economics and Statistics 1995 77(2), 217
We examine evidence on omitted-ability bias in estimates of the economic return to schooling, using proxies for unobserved ability. We consider measurement error in these ability proxies and the potential endogeneity of both experience and schooling, and examine wages at labor market entry and later. Including ability proxies reduces the estimate of the return to schooling, and instrumenting for these proxies reduces the estimated return still further. Instrumenting for schooling leads to considerably higher estimates of the return to schooling, although only for wages at labor market entry. This estimated return generally reverts to being near (although still above) the OLS estimate if we allow experience to be endogenous. In contrast, for observations at least a few years after labor market entry, the evidence indicates that OLS estimates of the return to schooling that ignore omitted ability are, if anything, biased upward rather than downward.

Do Small Businesses Create More Jobs? New Evidence for the United States from the National Establishment Time Series

The Review of Economics and Statistics 2011 93(1), 16-29 open access
JEL No. J20,L25,L53 We use a new database, the National Establishment Time Series (NETS), to revisit the debate about the role of small businesses in job creation. Birch (e.g., 1987) argued that small firms are the most important source of job creation in the U.S. economy, but Davis et al. (1996a) argued that this conclusion was flawed, and based on improved methods and using data for the manufacturing sector they concluded that there was no relationship between establishment size and net job creation. Using the NETS data, we examine evidence for the overall economy, as well as for different sectors. The results indicate that small establishments and small firms create more jobs, on net, although the difference is much smaller than what is suggested by Birch's methods. However, the negative relationship between establishment size and job creation is much less clear for the manufacturing sector, which may explain some of the

Do Hostile Takeovers Reduce Extramarginal Wage Payments?

The Review of Economics and Statistics 1995 77(3), 470
Hostile takeovers may reduce the prevalence of long-term employment contracts if they facilitate the opportunistic expropriation of extramarginal wage payments. Our tests of two versions of the expropriation hypothesis improve on existing research by using firm- and establishment-level data from an employer salary survey, and by performing both ex ante and ex post tests. First, we study the relationship between proxies for extramarginal wage payments and subsequent hostile takeover activity, and find little evidence of an expropriation motive. Then. since we observe wage and employment structures both before and after takeovers. we investigate whether proxies for extramarginal wages drop after hostile takeovers. The ex post experiments provide evidence consistent with one version of the expropriation hypothesis. In particular, such takeovers appear to reduce extramarginal wage payments to more-tenured workers, mostly through flattening wage-seniority profiles in firms with relatively senior work forces.

Firm Responses to Hiring and Investment Subsidies: Regression Discontinuity Evidence from the California Competes Tax Credit

The Review of Economics and Statistics 2026
We examine firm responses to state hiring and investment subsidies. We leverage institutional features of the California Competes Tax Credit (CCTC), a large-scale business incentive program that incorporates best practices from prior job creation policies. The CCTC award selection procedure combines formula-based and discretionary components. Leveraging applicant score eligibility cutoffs in a regression discontinuity design and taking advantage of rich longitudinal microdata on establishments and their parent firms, we find that businesses expand employment in California in response to CCTC awards. There is little evidence that these expansions come at the expense of firms’ operations in other states. Our results suggest that targeted and audited hiring and investment subsidies can be effective in promoting local business expansions without inducing significant cross-state displacement effects.