人力资源专业人士采用人工智能:市场动荡是否起到了一定作用?

Q2 Business, Management and Accounting Global Business and Organizational Excellence Pub Date : 2023-07-10 DOI:10.1002/joe.22226
Md Asadul Islam, Faraj Mazyed Faraj Aldaihani, Seyed Ghasem Saatchi
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引用次数: 1

摘要

根据技术接受模型(TAM)和技术-组织-环境(TOE)框架,本研究调查了影响马来西亚旅游组织人力资源专业人员采用人工智能(AI)的因素。调查收集了389名在旅游机构工作的人力资源员工的反馈。基于偏最小二乘结构方程模型(PLS-SEM)分析,结果显示,感知易用性、感知有用性、技术能力、高层管理支持和竞争压力对马来西亚旅游业的人工智能采用产生了显著的积极影响。该研究对TAM和TOE模型的贡献是将市场动荡作为一个调节因素,这被发现是一个重要的调节因素,因为它增强了人力资源从业者和其他人对旅游业人力资源员工采用人工智能最具影响力因素的理解。本研究中开发的模型强调了市场动荡如何促进人工智能采用与组织之间的关系。除了管理和理论意义之外,本研究还讨论了其局限性并概述了未来研究的方向。
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Artificial intelligence adoption among human resource professionals: Does market turbulence play a role?

Drawing from the Technology Acceptance Model (TAM) and Technology-Organization-Environment (TOE) framework, this study investigates the factors that influence the adoption of artificial intelligence (AI) among human resource (HR) professionals in the tourism organizations of Malaysia. Responses were collected from 389 HR employees working at tourism organizations. Based on a partial least squares-structural equation modeling (PLS-SEM) analysis, results revealed that perceived ease of use, perceived usefulness, technology competency, top management support, and competitive pressure have significantly positive impacts on AI adoption in the tourism industry in Malaysia. The study's contribution to the TAM and TOE models is the inclusion of market turbulence as a moderating factor, which has been found to be a significant moderator as it enhances the understanding of HR practitioners and others regarding the factors that are most influential in AI adoption among HR employees in the tourism industry. The model developed in this study highlights how market turbulence can foster the relationship between AI adoption and organizations. In addition to the managerial and theoretical implications, the study also discusses its limitations and outlines directions for future research.

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来源期刊
Global Business and Organizational Excellence
Global Business and Organizational Excellence Business, Management and Accounting-Business and International Management
CiteScore
7.70
自引率
0.00%
发文量
40
期刊介绍: For leaders and managers in an increasingly globalized world, Global Business and Organizational Excellence (GBOE) offers first-hand case studies of best practices of people in organizations meeting varied challenges of competitiveness, as well as perspectives on strategies, techniques, and knowledge that help such people lead their organizations to excel. GBOE provides its readers with unique insights into how organizations are achieving competitive advantage through transformational leadership--at the top, and in various functions that make up the whole. The focus is always on the people -- how to coordinate, communicate among, organize, reward, teach, learn from, and inspire people who make the important things happen.
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