人工智能改变我们的工作方式:深入探讨与聊天机器人的创新应用

Artificial intelligence changes the way we work: A close look at innovating with chatbots

Journal of the Association for Information Science and Technology (JASIST) · 2022
被引 75 · 同刊同年前 3%
ABS 3

中文导读

研究了员工对聊天机器人的信任如何影响其创新使用,发现信任由功能、可靠性和数据保护三个维度构成,知识支持和工作生活平衡能增强信任,进而促进创新应用。

Abstract

Abstract An enhanced understanding of the innovative use of artificial intelligence (AI) is essential for organizations to improve work design and daily business operations. This study's purpose is to offer insights into how AI can transform organizations' work practices through diving deeply into its innovative use in the context of a primary AI tool, a chatbot, and examining the antecedents of innovative use by conceptualizing employee trust as a multidimensional construct and exploring employees' perceived benefits. In particular, we have conceptualized employee trust in chatbots as a second‐order construct, including three first‐order variables: trust in functionality, trust in reliability, and trust in data protection. We collected data from 202 employees. The results supported our conceptualization of trust in chatbots and showed that three dimensions of first‐order trust beliefs have relatively the same level of importance. Further, both knowledge support and work–life balance enhance trust in chatbots, which in turn leads to innovative use of chatbots. Our study contributes to the existing literature by introducing the new conceptualization of trust in chatbots and examining its antecedents and outcomes. The results can provide important practical insights regarding how to support innovative use of chatbots as the new way we organize work.

人工智能组织管理员工信任工作设计知识管理