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Data is from the May 2015 IHL Group study titled "Retailers and the Ghost Economy: The Haunting of Returns" commissioned by OrderDynamics. The research was based on multiple primary research studies of different audiences and then combined with overall retail sales worldwide. A series of three different primary research studies of retailers from various regions was conducted to understand how they measure and classify out-of-stocks, overstocks and returns. In addition, a consumer experience component was added. Lastly, IHL's Retail WorldView mode was applied to help size the magnitude of the problems.
US Holiday Season* Retail Ecommerce Sales, by Shopping Day, 2016 & 2017 (billions and % change)
US Holiday Season* Retail Ecommerce Site Visit Share, by Referral Channel, 2017 (% of total)
Retail Mcommerce Sales in Japan, 2016-2021 (billions, % change and % of retail ecommerce sales)
Retail Mcommerce Sales in Sweden, 2016-2021 (billions, % change and % of retail ecommerce sales)
Retail Mcommerce Sales in Norway, 2016-2021 (billions, % change and % of retail ecommerce sales)
Asia-Pacific Retail and Ecommerce Sales: eMarketer's Updated Estimates for 2017–2021
Western Europe Digital Trends for 2018: GDPR, Harmonization, the On-Demand Economy and Voice
How Ecommerce Will Become Even More Like Social Media
Marketing in Asia-Pacific: Lazada Singapore Leans on Owner Alibaba’s Taobao to Draw Customers
Are Cracks Appearing in Germany's Preference for Cash?
Mcommerce Is Advancing in France