decide based on worse information and are more likely to regret their decision ex post. The learning-based selection effect …

decision makers for whom acquiring and processing information is more costly respond more strongly to changes in incentive … thus consists of a larger proportion of individuals who have a worse understanding of the consequences of their decision …. We conduct a behavioral experiment that confirms these predictions, both for experimental variation in the costs of …