Tugba Sabanoglu
Research lead covering Non-food CG & Retail
Detailed statistics
Worries over stock-outs over the holiday season among U.S. retailers 2022
Detailed statistics
Number of supply chain disruptions worldwide 2019-2021
Detailed statistics
Industrial production growth worldwide 2019-2024, by region
Worries over stock-outs over the holiday season among U.S. retailers 2022
Level of expectation among retailers about stock-outs and inventory problems during the holiday season in the United States in 2022
Measures used to mitigate supply chain issues in Central Europe in 2022
Measures used to mitigate supply chain issues in Central Europe in 2022
Leading causes of supply chain issues in Central Europe in 2022
Leading causes of supply chain issues in Central Europe in 2022
Global annual number of customers affected in supply chain attacks 2019-2023
Annual number of customers impacted by supply chain cyberattacks worldwide from 2019 to 2023
Global annual number of software packages affected in supply chain attacks 2019-2023
Annual number of software packages impacted by supply chain cyberattacks worldwide from 2019 to 2023
Holiday season stock-outs U.S. consumers anticipate in 2022, by category
Stock-outs consumers are expecting in the holiday season in the United States 2022, by category
Retail e-commerce holiday season sales in the U.S. 2016-2023
Retail e-commerce holiday season sales in the United States from 2016 to 2023 (in billion U.S. dollars)
Cost cutting actions taken to offset holiday spending costs worldwide 2023
Cost cutting measures consumers planned to take to offset holiday season costs worldwide in 2023
Global cyber crime impact distribution on automotive supply chain parties H1 2023
Cyber incident impact distribution of automotive supply chain parties worldwide in 1st half 2023
Global tax contributions of the cobalt supply chain 2021-2030
Tax contributions of the cobalt supply chain worldwide in 2021, with a forecast for 2030 (in billion U.S. dollars)
Supply chain issues affect consumers' online shopping June 2022, by country
Share of consumers switching to online shopping due to supply chain issues as of June 2022, by country
Supply chain and freight segment revenue of UPS 2013-2023
United Parcel Service's revenue within the supply chain and freight segment from FY 2013 to FY 2023 (in million U.S. dollars)
Reasons U.S. consumers are stressed during the holiday season 2023
What has consumers in the United States feeling stressed or worried about the holiday season in 2023?
Most popular e-commerce sites during the holiday season in the U.S. 2023
Most popular e-commerce websites for the holiday season among shoppers in the United States in 2023
Growth of retail e-commerce holiday season sales in the U.S. 2017-2023
Year-on-year growth rate of retail e-commerce holiday season sales in the United States from 2017 to 2023
Share of SMBs investing more in holiday season advertising U.S. 2023
Share of small and medium-sized businesses (SMBs) who invested more in advertising for the holiday season to stay top-of-mind with customers in the United States as of August 2023
Share of SMBs concerned with holiday season marketing plan U.S. 2023, by industry
Share of small and medium-sized businesses (SMBs) concerned with ensuring their social media and marketing plan is prepared ahead of the holiday season in the United States as of August 2023, by industry
Retail e-commerce holiday season sales forecast in the U.S. 2023, by category
Forecast of retail e-commerce holiday season sales in the United States for 2023, by product category (in billion U.S. dollars)
E-commerce conversion rate on holiday shopping days in the U.S. 2023, by device
Conversion rate of online shoppers during the shopping days of the holiday season in the United States in 2023, by device
Preferred means of shopping during holiday season in India 2023, by age
Preferred means of shopping during holiday season in India as of November 2023, by age
Duration of per capita electricity supply disruption in Germany 2006-2022
Duration of per capita electricity supply disruption in Germany from 2006 to 2022 (in minutes)
Worries over holiday season stock-outs among U.S. consumers in 2023
Level of concern among consumers about stock-outs during the holiday season in the United States in 2023
SMBs concerned about their holiday season marketing plan in the U.S. 2023
Share of small and medium-sized businesses (SMBs) concerned about their holiday season social media or marketing plan in the United States as of August 2023, by industry
Leading cleaning supply brands for the holiday season in the U.S. 2023
Leading cleaning supply brands consumers will use to prepare for guests during the holiday season in the United States in 2023
Global supply chain pressure index monthly 2000-2022
Global supply chain pressure index from January 2000 to September 2022
Consumers expecting to reduce non-food holiday season spending worldwide 2023
Share of consumers expected to make cuts to their holiday season spending for non-food purchases worldwide in 2022 and 2023, by country
Duration of per capita gas supply disruption in Germany 2006-2022
Duration of per capita gas supply disruption in Germany from 2006 to 2022 (in minutes)
Goldman Sachs' sourcing and supply chain activities 2021-2022, by category
Responsible sourcing and supply chain activities of Goldman Sachs from 2021 to 2022, by category
Expected spending on the holiday season in the U.S. 2023, by generation
Planned expenditure on the holiday season in the United States in 2023, by generation (in U.S. dollars)
Online vs. in-store holiday season shopping intentions Australia 2023, by category
Distribution of shoppers who planned to shop during the holiday season in Australia as at September 2023, by shopping channel and category
Shopper gift purchasing time plans for the holiday season Australia 2023
Timeframe in which shoppers planned to have finished their gift shopping for the holiday season in Australia as at September 2023
Planned spending during the holiday season compared to 2022 Australia 2023
Planned spending during the holiday season compared to the previous year in Australia as at September 2023
Leading decorations consumers will buy for the holiday season in the U.S. 2023
New decorations consumers plan to buy in preparation of the holiday season in the United States in 2023
Main reasons to shop during the holiday season India November 2023, by gender
Main reasons to shop during the holiday season in India as of November 2023, by gender
Confidence in food supply chain actors to ensure food safety in the UK in 2023
Confidence in food supply chain actors to ensure that the food is safe to eat among consumers in the United Kingdom (excluding Scotland) in 2023
Share of holiday season e-commerce revenue in the U.S. 2023, by device
Distribution of holiday season e-commerce revenue in the United States in 2023, by device
Top media channels marketers plan to use for holiday season advertising U.S. 2023
Leading media channels marketers planned to use for holiday season advertising in the United States as of August 2023
SMBs who invested more in holiday season ads to stay relevant in the U.S. 2023
Share of small and medium-sized businesses (SMBs) who invested more in advertising for the holiday season to stay top-of-mind with customers in the United States as of August 2023
Confidence in receiving stock for Christmas Australia 2021-2022
Retailer supply chain confidence in receiving sufficient stock for the Christmas period in Australia from 2021 to 2022
Shoppers more likely to take part in Black Friday sales during holiday season 2022
Share of consumers more likely to take advantage of Black Friday/Cyber Monday sales during the holiday season worldwide in 2022, by country
Top marketing tactics used by SMBs to gain customers during holiday season U.S. 2023
Most popular marketing tactics small and medium-sized businesses (SMBs) use to grow their customer base during the holiday season in the United States as of September 2023
Preferred online shopping channels for Millennials during holiday season U.S. 2023
Preferred e-commerce channels for Millennial shoppers during holiday season in United States in 2023
Gifts U.S. consumers would like to receive this holiday season 2023
What types of gifts would you like to receive this holiday season?
Preferred online shopping channels for Gen Zers during holiday season U.S. 2023
Preferred e-commerce channels for Gen Z shoppers during holiday season in United States in 2023
Preferred means of shopping during the holiday season India November 2023, by gender
Preferred means of shopping during the holiday season in India as of November 2023, by gender
Breakdown of Nestlé's emissions by supply chain link in 2023
Breakdown of Nestlé's emissions by supply chain link in 2023
SMBs worried about the appeal of their website ahead of the holiday season U.S. 2023
Share of small and medium-sized businesses (SMBs) concerned about the attractiveness of their website/digital presence ahead of the holiday season in the United States as of August 2023, by industry
Number of people experiencing tap water supply shortage Japan 2018-2021, by area
Number of people who experienced a shortage of tap water supply due to droughts in Japan from 2018 to 2021, by area (in 1,000s)
Share of Amazon businesses affected by supply chain issues 2021
Share of Amazon businesses affected by supply chain issues in 2021, by category
Yearly salary in supply chain Australia 2023, by role
Annual salary in supply chain occupations in Australia in 2023, by role (in 1,000 Australian dollars)
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