How does overconfidence affect analyst ratings? analysts are rational and they do not demonstrate overconfidence. when an analyst is accurate of her predictions for a period of times, she tends to have large errors in their future predictions. when an analyst is accurate of her predictions for a period of times. she tends to have small errors in their future predictions.