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...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Vinícius Ferraz, Leon Houf, Thomas Pitz, Christiane Schwieren, Jörn Sickmann
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: Elsevier 2025-03-01
Sraith:Computers in Human Behavior Reports
Ábhair:
Algorithm aversion
Human–computer interaction
Decision behavior
Machine learning
Causal inference
Rochtain ar líne:http://www.sciencedirect.com/science/article/pii/S2451958824002112

Ar líne

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

Míreanna comhchosúla