利用T-O-E模型研究人工智能在人力资源管理实践中的影响

Neha Kumari Siradhana, R. Arora
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引用次数: 0

摘要

随着人工智能在当代经济中的迅速发展,人力资源管理者也开始采用人工智能工具来执行从人力资源规划到员工辞职等多项人力资源任务。本研究采用TOE(技术-组织-环境)模型,并结合信任因素,提出了人力资源管理中人工智能(AI)应用的调查方法。研究采用结构化问卷对 615 家 ITeS 公司进行了调查。数据分析采用偏最小二乘结构方程模型。研究结果表明,成本效益、相对优势、组织规模、高层管理支持、人力资源准备、竞争压力、供应商支持和人力资源经理的信任等因素被认为对在人力资源管理中采用人工智能有积极影响。人工智能在人力资源管理中的应用,由于安全和隐私问题以及所涉及技术的复杂性而产生的相互矛盾的结果,一直是个难题。研究还发现,可靠性和可信度等因素对人力资源管理者的信任有积极影响。本文旨在通过加强高级管理人员、人力资源经理、专家、研究人员、人工智能设计人员、开发人员和营销人员对人工智能在人力资源管理中的影响的理解,为他们提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Examining the Influence of Artificial Intelligence Implementation in HRM Practices Using T-O-E Model
Given the swift progress of artificial intelligence in contemporary economies, HR managers are also adopting artificial intelligence tools to perform many HR tasks, from human resource planning to employee quitting. This research employs the TOE (Technology–Organization–Environment) model and incorporates the trust factor to propose a methodology for investigating artificial intelligence (AI) adoption in HRM. A structured questionnaire was used to survey 615 ITeS companies. Data analysis was performed using partial least squares structural equation modelling. The findings of this research indicate that factors such as cost-effectiveness, relative advantage, organization size, top management support, HR readiness, competitive pressure, vendor support, and the trust of HR managers are considered to have a positive impact on AI adoption in managing human resources. The utilization of AI in HRM has been cumbersome by conflicting results stemming from security and privacy concerns and the complexity of the technology involved. It is also found that factors such as reliability and credibility have a positive effect on the trust of HR managers. This article aims to provide valuable insights to senior executives, HR managers, experts, researchers, AI designers, developers, and marketers by strengthening their understanding of the impact of AI in managing human resources.
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