Beyond Anthropomorphism: Social Presence in Human– AI Collaboration Processes

社会心理学 人际交往 社会关系 知识管理 社会动力 实证研究 提升(金属加工) 人际关系 联想(心理学) 动力学(音乐) 社会团体 生产力 关系(数据库) 社会学习 心理学 社会影响力 社会制度 社会智力 社会关系 人际影响 社会学 社会知识 人际互动 社交技能 过渡(遗传学) 群体动态
作者
Dominik Siemon,Edona Elshan,Triparna de Vreede,Philipp Ebel,Gert‐Jan de Vreede
出处
期刊:Journal of Management Studies [Wiley]
卷期号:63 (2): 515-560 被引量:9
标识
DOI:10.1111/joms.70000
摘要

Abstract Artificial intelligence (AI) systems, evolving from reactive tools to proactive collaborators, reshape team dynamics in today's digital workplaces. Text‐based collaboration now frequently involves AI participants that perform tasks traditionally handled by humans, such as creative problem‐solving and decision‐making. This transition has been linked to changes in group dynamics, particularly in relation to social presence, which appears to shape the patterns of productivity and collaboration. We conducted three empirical studies on human–AI teams to investigate the relationship between social presence and willingness to depend on teammates, team‐oriented commitment, and motivation to contribute. Drawing on social presence theory and theory of planned behaviour, our results show that while social presence has a direct association with motivation to contribute, an equally important indirect pathway is associated with human factors like team‐oriented commitment and team members' willingness to depend on each other. We show that while social presence is significantly associated with behavioural intentions, greater AI familiarity and understandability are associated with a stronger relationship, raising questions about the sufficiency of relying solely on anthropomorphic features. Our study contributes to the understanding of human–AI collaboration in social presence research, highlighting the importance of considering social and interpersonal processes in hybrid teams. Our findings have managerial implications for organizations looking to adopt AI‐based systems for collaboration.
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