人工智能在员工招聘中的应用:情境因素的影响

The adoption of artificial intelligence in employee recruitment: The influence of contextual factors

International Journal of Human Resource Management · 2021
被引 353 · 同刊同年前 1%
ABS 3

中文导读

基于297家中国企业的调查数据,研究技术、组织和环境因素如何影响企业在招聘中采用人工智能,发现感知复杂性和技术能力、监管支持是关键因素。

Abstract

Artificial intelligence (AI) has been presented as a powerful tool in human resource management (HRM), but little academic research exists on the topic. The present study introduces the technology, organization, and environment (TOE) model from information systems research and integrates it with the transaction cost theory to better understand the facilitators and the constraints of companies’ AI adoption behavior during employee recruitment. Survey results from 297 Chinese companies suggest that companies’ perceived complexity toward AI constrains AI adoption, while technology competence and regulatory support encourage AI adoption. Relative advantages of AI technology, company size, and industry have no significant impact on AI usage. The findings also demonstrate the moderating effects of transaction costs on the influential power of technological complexity and organizations’ technology competence.

人力资源管理人工智能技术采纳交易成本理论TOE模型