Iconic Formats Amplify Belief Effects In Fast Bayesian Judgments

We tested how prior beliefs, presentation format, and time constraints shape Bayesian judgments in 103 students. Accuracy was higher for believable and low-posterior problems. Icons helped only when evidence was believable. Unlimited time improved accuracy. Recommendations followed posterior probabilities when data were believable but reflected prior beliefs under time pressure.