Related Experiment Video
Updated: Sep 13, 2025

The Innovation Arena: A Method for Comparing Innovative Problem-Solving Across Groups
Published on: May 13, 2022
Research on Employee Innovation Ability in Human-Machine Collaborative Work Scenarios-Based on the Grounded Theory
Baorong Guo1, Xiaoning Liu1, Shuai Liao1,2
1School of Business, Guilin University of Technology, Guilin 541004, China.
Abstract:
Against the backdrop of the booming digital economy, innovation has emerged as the core driving force for enterprise development, with employees' innovative capabilities serving as a key competitive advantage for innovative enterprises. Adopting grounded theory as the methodological framework, we obtain multi-source data to investigate the factors influencing employees' innovative capabilities and their underlying mechanisms. Furthermore, we develop a theoretical model elucidating the formation mechanism of employees' innovative capabilities in human-machine collaboration contexts, identifying four core dimensions-innovation drivers, human-AI collaboration patterns, knowledge conversion pathways, and technological breakthroughs-that dominantly shape these capabilities. Thus, we reveal that the formation of innovative capabilities constitutes a dynamic interplay of technology empowerment, cognitive restructuring, and collaborative reinforcement and demonstrate its spiral progression characterized by "triggering, collaboration, and iteration". This research not only contributes to academic discourse but also offers actionable theoretical and practical insights for innovative enterprises to enhance employees' innovative capabilities, thereby fostering sustainable development in global competition.
Related Concept Videos
Social Loafing
Stereotype Content Model
Factors Affecting Workability
Cognitive Learning
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
Mechanical Efficiency of Real Machines
However, in reality, no machine can be truly ideal, and all of them experience some...
Incentive Theory: Pull Theory of Motivation
The theory differentiates between...

