Online purchases from mobile devices in North America and Europe are enhanced by major e-retailers such as Amazon and eBay, and by innovations such as the Starbucks' Card mobile app, which relies on barcode scanning from a smartphone to deduct money from a pre-loaded Starbucks card, Shen said.