Trust in the machine: How contextual factors and personality traits shape algorithm aversion and collaboration

Trust in the machine: How contextual factors and personality traits shape algorithm aversion and collaboration

This paper studies how contextual factors and personal variables influence the delegation of decisions to an algorithm. Using a multi-armed bandit task, we conducted an experiment with four treatments – baseline, explanation, payment, and automation – where participants repeatedly chose between maki...

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Bibliografiske detaljer
Main Authors: Vinícius Ferraz, Leon Houf, Thomas Pitz, Christiane Schwieren, Jörn Sickmann
Format: Article
Sprog:English
Udgivet: Elsevier 2025-03-01
Serier:Computers in Human Behavior Reports
Fag:
Algorithm aversion
Human–computer interaction
Decision behavior
Machine learning
Causal inference
Online adgang:http://www.sciencedirect.com/science/article/pii/S2451958824002112

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http://www.sciencedirect.com/science/article/pii/S2451958824002112

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