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A Survival Analysis on United States Labor-Force and Deferred Action for Childhood Arrivals (DACA) Policy Repeals

机译:美国废除童工(DACA)政策废除的强制性生存分析

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It is an undeniable fact that the economy of the United States of America has very much benefited directly and indirectly from the pooled skilled labor force of both legal and illegal immigrants. Therefore, the primary objective of this study is to compare and contrast the survival function of the United States labor-force as well as employed DACA recipients’ and, in the process, fit a Cox Proportional Hazard (Cox PH) model to the sampled data. The study utilized secondary and extant sources of immigration data on DACA immigrants between 2012 and 2015, coupled with labor-force data from 1995 to 2015. Additionally, the study adopted the Pearson’s chi-square test statistic to evaluate the null hypothesis. As part of the results, the study found that, given the assumption of the same time limit, the U.S.A. labor force has about 78% survival within the local (U.S.A) economy, with the absence of the labor force from DACA recipients. However, when the DACA employees are added, under the same conditions, the survival of the labor force grew up to 90%, with all other things being equal. Also, the total U.S.A. labor force is more likely to experience the total risk (or cumulative hazard) rate of about 30% within the local economy. However, out of the 30% cumulative hazard rate, which is more likely to be experienced by the entire economy, about 12% will be borne by the fewer DACA employees, who are yet to face deportation. The study has the conclusion that, for the continuous growth and survival of the labor force of the United States of America, there is the need for continuity and expansion of the DACA policy.
机译:不可否认的事实是,美利坚合众国的经济已直接和间接地从合法和非法移民汇集的熟练劳动力中受益。因此,本研究的主要目的是比较和对比美国劳动力以及DACA接收者的生存功能,并在此过程中将Cox比例危害(Cox PH)模型拟合到采样数据中。该研究利用了2012年至2015年间DACA移民的二手和现存移民数据,以及1995年至2015年的劳动力数据。此外,该研究还采用了Pearson的卡方检验统计量来评估原假设。作为结果的一部分,该研究发现,在相同时限的假设下,美国劳动力在当地(美国)经济中的生存率约为78%,而DACA受援国却没有劳动力。但是,在相同条件下,添加DACA员工后,在其他所有条件不变的情况下,劳动力的存活率增长了90%。同样,在当地经济中,美国总劳动力更有可能经历大约30%的总风险(或累积危害)率。但是,在整个经济中很可能会遇到的30%累积危险率中,约有12%将由较少的DACA雇员承担,他们尚未面临被驱逐出境的危险。该研究得出的结论是,为了美利坚合众国劳动力的持续增长和生存,有必要继续和扩大DACA政策。

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