Examining the Antecedents of Creative Collaboration with an AI Teammate

Item Type Conference or Workshop Item (Paper)
Abstract With the advent of artificial intelligence (AI), individuals are increasingly teaming up with AI-based systems to enhance their creative collaborative performance. When working with AI-based systems, several aspects of team dynamics need to be considered, which raises the question how humans’ approach and perceive their new teammates. In an experimental setting, we investigate the influence of social presence in a group ideation process with an AI-based teammate and examine its effects on the motivation to contribute. Our results show a multi-mediation model in which social presence indirectly influences whether human team members are motivated to contribute to a team with AI-based teammates, which is mediated by willingness to depend and team-oriented commitment.
Authors Siemon, Dominik; Elshan, Edona; de Vreede, Triparna; Oeste-Reiß, Sarah; de Vreede, Gert Jan & Ebel, Philipp
Research Team IWI6
Journal or Publication Title International Conference on Information Systems (ICIS)
Language English
Keywords artificial intelligence, team, creativity, brainstorming, human-AI collaboration
Subjects information management
HSG Classification contribution to scientific community
Date 14 December 2022
Place of Publication Copenhagen, Denmark
Number of Pages 9
Event Title International Conference on Information Systems (ICIS)
Event Location Copenhagen, Denmark
Event Dates 9-14 Dec 2022
Depositing User Dr. Mahei Li
Date Deposited 20 Oct 2022 12:49
Last Modified 02 Jan 2023 16:33
URI: https://www.alexandria.unisg.ch/publications/267645

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Siemon, Dominik; Elshan, Edona; de Vreede, Triparna; Oeste-Reiß, Sarah; de Vreede, Gert Jan & Ebel, Philipp: Examining the Antecedents of Creative Collaboration with an AI Teammate. 2022. - International Conference on Information Systems (ICIS). - Copenhagen, Denmark.

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https://www.alexandria.unisg.ch/id/eprint/267645
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