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.
%0 Conference Paper
%1 ls_leimeister
%A Siemon, Dominik
%A Elshan, Edona
%A de Vreede, Triparna
%A Oeste-Reiß, Sarah
%A de Vreede, Gert Jan
%A Ebel, Philipp
%B International Conference on Information Systems (ICIS)
%C Copenhagen, Denmark
%D 2022
%K artificial_intelligence brainstorming cepub creativity human-AI_collaboration itegpub pub_peb pub_soe team
%T Examining the Antecedents of Creative Collaboration with an AI Teammate
%U https://pubs.wi-kassel.de/wp-content/uploads/2023/01/JML_907.pdf
%X 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.
@inproceedings{ls_leimeister,
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.},
added-at = {2022-10-20T14:39:00.000+0200},
address = {Copenhagen, Denmark},
author = {Siemon, Dominik and Elshan, Edona and de Vreede, Triparna and Oeste-Reiß, Sarah and de Vreede, Gert Jan and Ebel, Philipp},
biburl = {https://www.bibsonomy.org/bibtex/25a94d04a05fbb34ba95331512f0db1ac/ls_leimeister},
booktitle = {International Conference on Information Systems (ICIS)},
eventdate = {9-14 Dec 2022},
eventtitle = {International Conference on Information Systems (ICIS)},
interhash = {1dded41d3d39b25f1a48a264b9550d70},
intrahash = {5a94d04a05fbb34ba95331512f0db1ac},
keywords = {artificial_intelligence brainstorming cepub creativity human-AI_collaboration itegpub pub_peb pub_soe team},
language = {English},
timestamp = {2023-01-02T17:22:50.000+0100},
title = {Examining the Antecedents of Creative Collaboration with an AI Teammate},
url = {https://pubs.wi-kassel.de/wp-content/uploads/2023/01/JML_907.pdf},
venue = {Copenhagen, Denmark},
year = 2022
}