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Reflection or Dependence: How AI Awareness Affects Employees' In-Role and Extra-Role Performance?
Heng Zhao1, Long Ye1, Ming Guo1
1School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China.
Employee artificial intelligence (AI) awareness influences performance by affecting perceived overqualification and AI usage. Employee-AI collaboration can moderate this relationship, offering insights for workplace AI integration.
Area of Science:
- Organizational Behavior
- Human-Computer Interaction
- Artificial Intelligence Ethics
Background:
- Organizations increasingly integrate artificial intelligence (AI) into work processes.
- Limited research exists on how AI awareness impacts employee cognition and performance.
- Self-construal theory provides a framework for understanding individual responses to AI.
Purpose of the Study:
- To investigate the influence of AI awareness on employee in-role and extra-role performance.
- To examine the mediating roles of perceived overqualification, AI usage reflection, and AI dependence.
- To explore the moderating effect of employee-AI collaboration.
Main Methods:
- A multi-time-point survey was administered to 353 employees.
- Statistical analysis was employed to test the proposed relationships.
- Structural equation modeling was used to analyze the data.
Main Results:
- AI awareness significantly impacts perceived overqualification.
- Perceived overqualification mediates the relationship between AI awareness and performance outcomes (in-role and extra-role).
- Employee-AI collaboration moderates the link between AI awareness and perceived overqualification.
Conclusions:
- AI awareness is a critical factor influencing employee performance through psychological and behavioral pathways.
- Understanding the mediating and moderating factors is essential for optimizing AI adoption in the workplace.
- Practical strategies can be developed to enhance positive AI awareness effects and mitigate negative consequences.
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