解开企业数字平台中生成式AI采纳之谜:制度压力的影响及内外部环境的调节作用

Unraveling Generative AI Adoption in Enterprise Digital Platforms: The Effect of Institutional Pressures and the Moderating Role of Internal and External Environments

IEEE Transactions on Engineering Management · 2024
被引 25 · 同刊同年前 10%
ABS 3

中文导读

基于制度理论,利用328家企业的调查数据,研究发现制度压力正向影响企业数字平台中生成式AI的采纳,且政策不确定性和创新文化具有调节作用。

Abstract

Despite the transformative potential of generative artificial intelligence (AI) systems within enterprise digital platforms, there still exist gaps in understanding the challenges and strategies associated with their adoption. Addressing this pressing issue, this article draws upon institutional theory to delve into the drivers influencing firms’ adoption of generative AI within their enterprise digital platforms. Leveraging survey data collected from 328 firms that have implemented digital platforms to support their business operations, we find that institutional pressures positively influence generative AI adoption within their enterprise digital platforms. Furthermore, we identify salient moderating effects of policy uncertainty and innovative culture in shaping the relationships. Our research findings make a substantial contribution to AI literature by illuminating the potential challenges and strategies toward generative AI adoption as well as reassessing the application of institutional theory within the digital landscape.

知识管理企业管理流程管理计算机科学