P. Smith
Research expert covering apparel industry and general merchandise
Detailed statistics
Monthly inventories-to-sales ratio in U.S. retail industry 2020-2021
Detailed statistics
Estimated value of the global inventory distortion in grocery retail 2020
Detailed statistics
Breakdown of inventory distortion costs in retail industry worldwide 2020
Monthly inventories-to-sales ratio in U.S. retail industry 2020-2021
Monthly inventories-to-sales ratio in U.S. retail trade industry in 2020 and 2021
Estimated value of the global inventory distortion in grocery retail 2020
Estimated value of the global inventory distortion among grocery retailers and mass merchants in 2020 (in billion U.S. dollars)
Worldwide breakdown of consumer goods' retail out-of-stock value 2020
Breakdown of out-of-stock value in consumer goods' retail in 2020, by product category
Breakdown of inventory distortion costs in retail industry worldwide 2020
Value of inventory distortion costs in retail industry worldwide in 2020, by player (in million U.S. dollars)
Main causes of out-of-stock in the retail industry North America 2020
Main causes of out-of-stock in the retail industry in North America in 2020, by estimated loss value (in billion U.S. dollars)
Unavailable items while grocery shopping online during coronavirus pandemic U.S. 2020
Online grocery items consumers found to be out of stock during the COVID-19 outbreak in the United States in 2020*
Level of retail supply chain disruption in the wake of the coronavirus outbreak 2020
Level of supply chain disruption faced by retailers globally due to the coronavirus pandemic in 2020
Last mile delivery in North America - market size 2018-2022
Estimated market size of last mile delivery in North America from 2018 to 2022 (in billion U.S. dollars)
Fulfillment time since the coronavirus outbreak among U.S. retailers 2020
Average fulfillment time since the coronavirus outbreak among U.S. retailers from March 27 to May 2, 2020 (in hours)
Main delivery options offered by U.S. e-commerce 2020
Main delivery options offered by U.S. e-commerce merchants in 2020
Change in fulfillment costs in U.S. e-commerce 2020
Change in fulfillment costs according to U.S. e-commerce merchants in 2020 compared to the previous year
Cost of retail returns in the U.S. 2007-2023
Cost of retail merchandise returned in the United States from 2007 to 2023 (in billion U.S. dollars)
Difference between return and refund date in the U.S. 2020
Time difference between return and refund date among U.S. retailers in 2020, by share of retailers
Click and collect grocery sales in the United States from 2017 to 2020
Buy online, pick up in-store grocery sales in the United States from 2017 to 2020 (in billion U.S. dollars)
Click and collect share of major U.S. retailers' online sales from 2017 to 2019
Buy online, pick up in-store share of online sales of selected major retailers in the United States from 2017 to 2019
Click and collect sales value in the U.S. 2020-2025
Click and collect retail sales in the United States from 2020 to 2025 (in billion U.S. dollars)
Click and collect sales growth in the U.S. 2020-2025
Change in click and collect retail sales in the United States from 2020 to 2025
Share of U.S. retailers offering buy online pick up in store option in 2019
Share of retailers implementing buy online, pick up in store (BOPIS) for holiday gift shopping in the United States in 2018 and 2019
Investment intentions in the retail supply chain in the U.S. 2020
Share of U.S. retail supply chain executives willing to increase investments in 2020, by area
Micro-fulfillment centers (MFC) projects planned worldwide 2020-2025
Breakdown of micro-fulfillment installations planned worldwide between 2020 and 2025, by format
Fulfillment options planned in retail 2020
Which of the following fulfillment options do you plan to have in the next 2-3 years?
Improvements in retail customer experience 2020
What areas of the retail customer experience would you like to improve in the next year?
Main opportunities for retail supply chain fulfillment in the U.S. 2020
How important are the following fulfillment opportunities to increase sales and margins?
Current and future use of warehousing and distribution in U.S. retail 2030
Use of warehousing and distribution centers in U.S. retail in 2020 and expectations for 2030
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