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来源类型Working Paper
规范类型报告
DOI10.3386/w17972
来源IDWorking Paper 17972
The Effect of Work First Job Placements on the Distribution of Earnings: An Instrumental Variable Quantile Regression Approach
David H. Autor; Susan N. Houseman; Sari Pekkala Kerr
发表日期2012-04-05
出版年2012
语种英语
摘要Federal and state employment programs for low-skilled workers typically emphasize rapid placement of participants into jobs and often place a large fraction of participants into temporary-help agency jobs. Using unique administrative data from Detroit's welfare-to-work program, we apply the Chernozhukov-Hansen instrumental variables quantile regression (IVQR) method to estimate the causal effects of welfare-to-work job placements on the distribution of participants' earnings. We find that neither direct-hire nor temporary-help job placements significantly affect the lower tail of the earnings distribution. Direct-hire placements, however, substantially raise the upper tail, yielding sizable earnings increases for more than fifty percent of participants over the medium-term (one to two years following placement). Conversely, temporary-help placements have zero or negative earnings impacts at all quantiles, and these effects are economically large and significant at higher quantiles. In net, we find that the widespread practice of placing disadvantaged workers into temporary-help jobs is an ineffective tool for improving earnings and, moreover, that programs focused solely on job placement fail to improve earnings among those who are hardest to serve. Methodologically, one surprising result is that a reduced-form quantile IV approach, akin to two-step instrumental variables, produces near-identical point estimates to the structural IVQR approach, which is based on much stronger assumptions.
主题Labor Economics ; Labor Supply and Demand ; Labor Market Structures ; Unemployment and Immigration
URLhttps://www.nber.org/papers/w17972
来源智库National Bureau of Economic Research (United States)
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条目标识符http://119.78.100.153/handle/2XGU8XDN/575648
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David H. Autor,Susan N. Houseman,Sari Pekkala Kerr. The Effect of Work First Job Placements on the Distribution of Earnings: An Instrumental Variable Quantile Regression Approach. 2012.
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