人工智能与团队:态度和自主权对协作的影响

Artificial Intelligence and Groups: Effects of Attitudes and Discretion on Collaboration

GROUP & ORGANIZATION MANAGEMENT · 2023
被引 48 · 同刊同年前 2%
人大 A-ABS 3

中文导读

基于团队研究、社会心理学等多领域文献,提出一个团队层面的概念框架,探讨团队对AI的态度以及AI使用是自愿还是强制,如何影响团队协作水平。

Abstract

We theorize about human-team collaboration with AI by drawing upon research in groups and teams, social psychology, information systems, engineering, and beyond. Based on our review, we focus on two main issues in the teams and AI arena. The first is whether the team generally views AI positively or negatively. The second is whether the decision to use AI is left up to the team members (voluntary use of AI) or mandated by top management or other policy-setters in the organization. These two aspects guide our creation of a team-level conceptual framework modeling how AI introduced as a mandated addition to the team can have asymmetric effects on collaboration level depending on the team’s attitudes about AI. When AI is viewed positively by the team, the effect of mandatory use suppresses collaboration in the team. But when a team has negative attitudes toward AI, mandatory use elevates team collaboration. Our model emphasizes the need for managing team attitudes and discretion strategies and promoting new research directions regarding AI’s implications for teamwork.

团队协作人工智能组织行为团队管理