The document outlines the purpose and methodology of a study on social influence in online choice. The study aimed to understand how social endorsements impact peoples' choices. It hypothesized that people are more likely to change their opinion when it causes less self-inconsistency or opposing social opinions are stronger. The methodology involved online experiments where participants selected image preferences on a website with and without knowledge of other users' choices, to determine if social endorsements impacted their selections.