CAN SUPERIOR AI PERFORMANCE IN UNRELATED TASKS REDUCE PEOPLE’S WILLINGNESS TO COLLABORATE WITH THE AI?

Scholars highlight the importance of Artificial Intelligences’ (AI) performance for individuals’ willingness to work with AIs. However, research has not yet considered the effect of historical AI performance relative to the user’s performance in an unrelated task. We tested this antecedent with 797 participants in an experiment with a 2 (human or AI as counterpart) x 2 (counterpart with superior or similar performance compared to the participant in an unrelated task) between-subjects design. We find that, firstly, participants preferred to collaborate with an AI compared to a human, independent of the counterpart’s relative performance. Secondly, superior AI performance, in an unrelated task, affected participants’ trust in and willingness to collaborate with this AI negatively. Our work advances theory by adding a novel effect of AI performance on trust and willingness to work with AIs. Further, our findings warn organizations of unintended adverse effects when promoting multi-functional AIs.

Publication Details

Journal
Journal of the Association for Information Systems
Published
2025-06-18
Primary Topic
Aquatic Ecosystems and Phytoplankton Dynamics
Type
article
Field-Weighted Citation Impact
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article

CAN SUPERIOR AI PERFORMANCE IN UNRELATED TASKS REDUCE PEOPLE’S WILLINGNESS TO COLLABORATE WITH THE AI?

Journal of the Association for Information Systems
Aquatic Ecosystems and Phytoplankton Dynamics
article

CAN SUPERIOR AI PERFORMANCE IN UNRELATED TASKS REDUCE PEOPLE’S WILLINGNESS TO COLLABORATE WITH THE AI?

article en

Abstract

Scholars highlight the importance of Artificial Intelligences’ (AI) performance for individuals’ willingness to work with AIs. However, research has not yet considered the effect of historical AI performance relative to the user’s performance in an unrelated task. We tested this antecedent with 797 participants in an experiment with a 2 (human or AI as counterpart) x 2 (counterpart with superior or similar performance compared to the participant in an unrelated task) between-subjects design. We find that, firstly, participants preferred to collaborate with an AI compared to a human, independent of the counterpart’s relative performance. Secondly, superior AI performance, in an unrelated task, affected participants’ trust in and willingness to collaborate with this AI negatively. Our work advances theory by adding a novel effect of AI performance on trust and willingness to work with AIs. Further, our findings warn organizations of unintended adverse effects when promoting multi-functional AIs.

Journal of the Association for Information Systems
Reduced inequalities
Openalex Percentile: Top 51%
Aquatic Ecosystems and Phytoplankton Dynamics
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