It Depends on the Timing: The Ripple Effect of AI on Team Decision-Making

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dc.contributor.authorYan, Bei
dc.contributor.authorGurkan, Necdet
dc.date.accessioned2022-12-27T18:52:23Z
dc.date.available2022-12-27T18:52:23Z
dc.date.issued2023-01-03
dc.description.abstractWhereas artificial intelligence (AI) is increasingly used to facilitate team decision-making, little is known about how the timing of AI assistance may impact team performance. The study investigates this question with an online experiment in which teams completed a new product development task with assistance from a chatbot. Information needed for making the decision was distributed among the team members. The chatbot shared information critical to the decision in either the first half or second half of team interaction. The results suggest that teams assisted by the chatbot in the first half of the decision-making task made better decisions than those assisted by the chatbot in the second half. Analysis of team member perceptions and interaction processes suggests that having a chatbot at the beginning of team interaction may have generated a ripple effect in the team that promoted information sharing among team members.
dc.format.extent10
dc.identifier.doi10.24251/HICSS.2023.039
dc.identifier.isbn978-0-9981331-6-4
dc.identifier.other1ee2bae3-c20c-4b39-ab09-e8cb07104a01
dc.identifier.urihttps://hdl.handle.net/10125/102667
dc.language.isoeng
dc.relation.ispartofProceedings of the 56th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectCollaboration with Intelligent Systems: Machines as Teammates
dc.subjectartificial intelligence
dc.subjectchatbot
dc.subjectdecision-making
dc.subjectteams
dc.subjecttemporal dynamics
dc.titleIt Depends on the Timing: The Ripple Effect of AI on Team Decision-Making
dc.type.dcmitext
prism.startingpage312

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