Do humans trust advice more if it comes from ai? an analysis of human-ai interactions
Authors: K Vodrahalli, R Daneshjou, T Gerstenberg
Published: 2024
Publication: Proceedings of the 2022 ..., 2022 - dl.acm.org
Humans' trust in AI advice is influenced by their beliefs about AI performance, and once they accept AI advice, they treat it similarly to advice from human peers.
Methods: Crowdworkers participated in several experimental settings to evaluate how participants respond to AI versus human suggestions and characterize user behavior with a proposed activation-integration model.
Key Findings: The influence of AI advice compared to human advice on decision-making and the behavioral factors affecting the use of such advice.
Limitations: Potential biases inherent in crowdworker populations or experimental design may limit generalizability.
Institution: Stanford University, Massachusetts Institute of Technology
Research Area: Trust in AI, Human-AI Interaction,Decision Making
Discipline: Human-AI Interaction , Decision Science
Sample Size: 1100 participants
Citations: 99
DOI: 10.1145/3514094.3534150