The survey is based on feedback from a comScore survey of more than 18,000 global online shoppers and was issued over the first three quarters of 2017. UPS said this study evaluated consumer shopping habits from pre-purchase to post-delivery, with respondents having made a minimum of two online purchases over a three-month timeframe.