School of Management, Harbin University of Commerce, Harbin, China.
China Academy of Civil Aviation Science and Technology, Beijing, China.
Front Public Health. 2024 Oct 3;12:1449561. doi: 10.3389/fpubh.2024.1449561. eCollection 2024.
Drawing on the conservation of resources theory (COR), the research aims to reveal the influence of artificial intelligence (AI) awareness on employees' mental health and behaviors, particularly examining whether and how employees' AI awareness impacts their counterproductive work behaviors (CWB) in human-intelligence collaborations.
Data was collected from 327 Chinese employees who collaborated with AI in sales, manufacturing, logistics, and other industries. The measurement instruments included scales for AI awareness, psychological contract (PC), emotional exhaustion (EE), and counterproductive work behavior (CWB). We used Hayes's PROCESS macro to analyze the data.
AI awareness had a significant positive impact on CWB ( = 0.448, < 0.01). PC and EE play a role as partial mediators in the relationship between AI awareness and CWB. The mediating pathways consist of three sequences: "AI awareness → PC → CWB," "AI awareness → EE → CWB" and "AI awareness → PC → EE → CWB," with the respective contributions to the overall effect amounting to 8.04, 18.53, and 4.91%.
Our research contributes to the study of AI in the management field by elucidating the relationship between AI awareness and CWB, as well as the mediating mechanisms of this relationship, which enriches the literature on CWB and expands the understanding of the associations between AI and CWB.
借鉴资源保存理论(COR),本研究旨在揭示人工智能(AI)意识对员工心理健康和行为的影响,特别是检验员工的 AI 意识是否以及如何影响他们在人机协作中的反生产工作行为(CWB)。
本研究从 327 名在中国销售、制造、物流等行业与 AI 合作的员工中收集数据。测量工具包括 AI 意识、心理契约(PC)、情绪耗竭(EE)和反生产工作行为(CWB)的量表。我们使用 Hayes 的 PROCESS 宏来分析数据。
AI 意识对 CWB 有显著的正向影响( = 0.448, < 0.01)。PC 和 EE 在 AI 意识与 CWB 之间的关系中起部分中介作用。中介途径包括三个序列:“AI 意识 → PC → CWB”“AI 意识 → EE → CWB”和“AI 意识 → PC → EE → CWB”,各自对总效应的贡献分别为 8.04%、18.53%和 4.91%。
本研究通过阐明 AI 意识与 CWB 之间的关系及其关系的中介机制,为管理领域的 AI 研究做出了贡献,丰富了 CWB 文献,并扩展了对 AI 与 CWB 之间关联的理解。