School of Business, Nanjing University of Information Science & Technology, Nanjing 210044, China.
School of Business Administration, Shanghai Lixin University of Accounting and Finance, Shanghai 201620, China.
Int J Environ Res Public Health. 2023 Mar 15;20(6):5147. doi: 10.3390/ijerph20065147.
The combination of artificial intelligence (AI) technology with the real economy has dramatically improved the efficiency of enterprises. However, the replacement of AI for employment also significantly impacts employees' cognition and psychological state. Based on the Conservation of Resources Theory, the relationship between AI awareness and employee depression is explored in this article while examining the mediating role of emotional exhaustion, as well as the moderating role of perceived organizational support. Based on a sample of 321 respondents, the empirical results show that (1) AI awareness is significantly positively correlated with depression; (2) emotional exhaustion plays a mediating role between AI awareness and depression; (3) perceived organizational support negatively moderates the relationship between emotional exhaustion and depression; (4) perceived organizational support negatively moderates the mediating role of emotional exhaustion between AI awareness and depression. The research conclusions provide a theoretical basis for organizations to take measures to intervene in the negative impact of changes in AI technology on employees' mental health.
人工智能(AI)技术与实体经济相结合,极大地提高了企业的效率。然而,人工智能对就业的替代也对员工的认知和心理状态产生了重大影响。本文基于资源保存理论,探讨了 AI 意识与员工抑郁之间的关系,同时检验了情绪衰竭的中介作用,以及感知组织支持的调节作用。基于 321 名受访者的样本,实证结果表明:(1)AI 意识与抑郁呈显著正相关;(2)情绪衰竭在 AI 意识和抑郁之间起中介作用;(3)感知组织支持负向调节情绪衰竭与抑郁之间的关系;(4)感知组织支持负向调节 AI 意识和抑郁之间情绪衰竭的中介作用。研究结论为组织采取措施干预 AI 技术变化对员工心理健康的负面影响提供了理论依据。