Another factor that plays into confirmation bias is the use of open-ended criteria, like ad hoc or post hoc analysis. We often decide after we encounter a bit of information that this information confirms our belief, and we retrofit the new data into our belief as confirmation. We may call this subjective validation—the tendency to use subjective criteria to validate our prior beliefs.
