TY - GEN
T1 - Examining the Antecedents of Creative Collaboration with an AI Teammate
AU - Siemon, Dominik
AU - de Vreede, Triparna
AU - de Vreede, Gert Jan
AU - Elshan, Edona
AU - Oeste-Reiß, Sarah
AU - Ebel, Philipp
N1 - Publisher Copyright:
© 2022 International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation". All Rights Reserved.
PY - 2022
Y1 - 2022
N2 - 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.
AB - 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.
KW - artificial intelligence
KW - brainstorming
KW - creativity
KW - human-AI collaboration
KW - team
UR - http://www.scopus.com/inward/record.url?scp=85180802475&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85180802475&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85180802475
T3 - International Conference on Information Systems, ICIS 2022: "Digitization for the Next Generation"
BT - International Conference on Information Systems, ICIS 2022
T2 - 43rd International Conference on Information Systems: Digitization for the Next Generation, ICIS 2022
Y2 - 9 December 2022 through 14 December 2022
ER -