Artificial intelligence has become your co-worker! Exploring changes related to corporate culture and innovation capability

组织文化 激励 独创性 结构方程建模 价值(数学) 业务 等级制度 知识管理 制度理论 营销 管理 公共关系 心理学 政治学 经济 创造力 社会心理学 计算机科学 微观经济学 机器学习 法学
作者
Chengxiang Chu,Sihan Cheng,Cong Cao
出处
期刊:Cross cultural & strategic management [Emerald Publishing Limited]
标识
DOI:10.1108/ccsm-08-2023-0165
摘要

Purpose There 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/approach An 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). Findings The 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/value Building 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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