利用大数据,对全球人才流动如何影响个人和公司业绩形成新的认识

IF 5.4 2区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR
Yehuda Baruch, David S. A. Guttormsen, Stanley B. Gyoshev, Trifon Pavkov, Miana Plesca
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引用次数: 0

摘要

根据人力资本理论,我们探讨了全球人才流动对个人及其雇佣企业的影响。我们还研究了跨国流动工人与当地文化之间的文化距离的作用,以及人力资源管理在改善全球人才流动资本化方面可能发挥的作用。我们使用的大数据集包括一个国家的全部人口,其中有来自 143 个国家的约 30,000 名外派人员,他们受雇于 15,000 家公司,数据时间跨度长达 11 年,涵盖约 100,000 个关于外派人员的观测值和 80,000 个关于其公司的观测值。我们的研究结果表明,全球化企业对业绩(扣除劳动力成本后收入增加 6.7%)和个人工资(工资增加 10%-20%)有积极影响。这两种关系在统计学和经济学上都受到文化距离对全球企业绩效的显著影响,从而对人力资源管理产生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Developing new understanding of how global talent flow impact individual and firm performance by using big data

Developing new understanding of how global talent flow impact individual and firm performance by using big data

Drawing on human capital theory, we explore the impact of global mobility on individuals and their employing firms. We also investigate the role of cultural distance between workers who move across country borders and the local culture, and the role that HRM may play to improve capitalizing on global talent mobility. We use a big data set comprising the entire population in one country, including about 30,000 expatriates from 143 countries employed by 15,000 firms, over 11 years of data covering about 100,000 observations on expatriates and 80,000 on their firms. Our findings support the existence of positive impact of global firms on performance (6.7% higher revenues after labor costs) and individuals' wages (10%–20% higher salaries). Both relationships are statistically and economically significantly influenced by cultural distance for the performance of global firms, leading to HRM implications.

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来源期刊
CiteScore
2.80
自引率
10.90%
发文量
56
期刊介绍: Human Resource Management Journal (CABS/AJG 4*) is a globally orientated HRM journal that promotes the understanding of human resource management to academics and practicing managers. We provide an international forum for discussion and debate, and stress the critical importance of people management to wider economic, political and social concerns. Endorsed by the Chartered Institute of Personnel and Development, HRMJ is essential reading for everyone involved in personnel management, training, industrial relations, employment and human resource management.
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