All data based on: Corsten, Daniel and Gruen, Thomas W. (2018), Online Availability - A Worldwide Study of Extent, Shopper Reactions, and Strategies for Non-Food Categories in Digital Retail, Washington D.C: Grocery Manufacturers Association. ISBN: 978-0-937774-25-0 © 2018 Daniel Corsten and Thomas Gruen