人工智能已成为你的同事!探索与企业文化和创新能力相关的变革

Chengxiang Chu, Sihan Cheng, Cong Cao
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摘要

目的目前,有关企业文化对企业创新能力影响的研究尚属空白。本文以文化层次理论为基础,探讨了新兴市场企业(EMFs)中文化因素与创新能力之间的相互作用。我们讨论了激励文化、制度文化和充满活力的企业文化对企业创新能力的影响机制。此外,我们还考虑了人工通用智能(AGI)从工具到同事的转变,以及这如何影响企业文化与创新能力之间的关系。结果结果表明,激励文化、制度文化和充满活力的文化对企业创新能力有积极影响。多组分析显示,将 AGI 视为工具的员工与将其视为同事的员工之间存在明显差异。将 AGI 视为同事的员工可能受到活力文化的影响,而将 AGI 视为工具的员工可能受到激励文化或制度文化的影响。这项研究有助于 EMF 管理人员在 AGI 从工具转变为同事并对创新能力产生负面影响之前,调整激励和制度文化。
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Artificial intelligence has become your co-worker! Exploring changes related to corporate culture and innovation capability
PurposeThere is currently a gap in the research regarding the effect of corporate culture on corporate innovation capability. Based on cultural hierarchy theory, in this paper, we explore the interactions between cultural factors and innovation capability in emerging market firms (EMFs). We discuss the mechanisms by which incentive, institutional, and vibrant corporate cultures influence corporate innovation capability. Furthermore, we consider the transformation of artificial general intelligence (AGI) from a tool into a colleague and how this affects the relationship between corporate culture and innovation capability.Design/methodology/approachAn online questionnaire was distributed to corporate employees to explore their attitudes towards AGI and corporate culture. In total, 523 valid questionnaires were empirically analysed using partial least squares structural equation modelling and multigroup analysis (MGA).FindingsThe results showed that incentive culture, institutional culture, and vibrant culture had a positive impact on corporate innovation capability. MGA revealed significant differences between employees who considered AGI a tool and those who considered it a colleague. Employees who treated AGI as a colleague were likely to be influenced by a vibrant culture, whereas employees who treated AGI as a tool were likely to be influenced by an incentive or institutional culture.Originality/valueBuilding on cultural hierarchy theory, our study provides a new theoretical framework to enrich current research on the relationship between corporate culture and AGI. The study can help EMF managers adjust incentive and institutional cultures before AGI shifts from being a tool to a colleague and negatively impacts innovation capacity.
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