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study3-incentives-feedback · shaw-nave-2026-tri-system-theory

Revision 2aea0ef1-bc8e-43c7-a713-c6ffb2caad9b · 9/25/2026, 5:47:29 PM UTC
Claim ID
study3-incentives-feedback
Assertion
In Study 3, a per-item bonus combined with immediate correct/incorrect feedback more than doubled the rate at which participants rejected faulty AI advice, from 20.0% to 42.3%.
Quote
on chat-engaged AI-Faulty trials, Incentives + Feedback more than doubled override rates (i.e., rejecting faulty AI advice; M = 42.3%, SE = 2.5%, 95% CI [37.4, 47.2]) compared to Control (M = 20.0%, SE = 2.0%, 95% CI [16.1, 23.9]
Quote language
en
Locator
section: Study 3, Results: Chat Use & AI Adoption
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