Foreign ownership and gender differences in pay: causal evidence from a sample of Polish workers

Larry W. Taylor, Thomas J. Hyclak, P. Sedlak, Vera A. Adamchik
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Abstract

The study attempts to estimate the causal relationship between foreign company ownership and wages that is driven by ownership per se, and not by observable or unobservable worker and firm characteristics. We employ proprietary data from surveys conducted by Sedlak & Sedlak, a major Polish HR consulting firm, with our pooled cross-section data set comprising over 300,000 men and 250,000 women working in the Polish labor market between 2013 and 2017. The foreign-firm wage premium is estimated by several techniques, ranging from ordinary least squares and two-stage least squares to a recently developed frequentist RX-2SLS econometric procedure that relaxes IV assumptions via the exclusion restriction. Our major findings are: (1) regardless of gender, Polish workers employed by majority foreign capital firms earn a significant wage premium; and (2) the foreign-firm wage premium is substantially larger for women, suggesting that the wage policies used by foreign-owned firms in Poland have an equalizing effect on the gender wage gap.
外资所有权与薪酬中的性别差异:来自波兰工人样本的因果证据
本研究试图估算外国公司所有权与工资之间的因果关系,这种关系是由所有权本身驱动的,而不是由可观察或不可观察的工人和公司特征驱动的。我们采用的专有数据来自波兰一家大型人力资源咨询公司 Sedlak & Sedlak 的调查,汇集的横截面数据集包括 2013 年至 2017 年在波兰劳动力市场工作的 30 多万名男性和 25 万名女性。我们采用多种技术估算了外国企业的工资溢价,包括普通最小二乘法和两阶段最小二乘法,以及最近开发的频繁主义 RX-2SLS 计量经济学程序,该程序通过排除限制放宽了 IV 假设。我们的主要发现有(1)无论性别如何,受雇于外资占多数的企业的波兰工人都能获得显著的工资溢价;(2)外资企业的工资溢价对女性而言要大得多,这表明波兰外资企业所采用的工资政策对性别工资差距有均衡作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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