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
Global annual number of customers affected in supply chain attacks 2019-2024
Annual number of customers impacted by supply chain cyberattacks worldwide from 2019 to 2024
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
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
Growth of retail e-commerce holiday season sales in the U.S. 2017-2024
Year-on-year growth rate of retail e-commerce holiday season sales in the United States from 2018 to 2024
Retail e-commerce holiday season sales forecast in the U.S. 2024, by category
Forecast of retail e-commerce holiday season sales in the United States for 2024, by product category (in billion U.S. dollars)
Main actions for countering supply chain attacks in the UK 2024
Main measures to counter supply chain attacks in the United Kingdom in 2024
Leading holiday season challenges for online retailers in the U.S. 2024
Leading obstacles online retailers face for the holiday shopping season in the United States in 2024
Global supply chain pressure index monthly 2000-2024
Global supply chain pressure index from January 2000 to April 2024
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
Goldman Sachs' sourcing and supply chain activities 2021-2023, by category
Responsible sourcing and supply chain activities of Goldman Sachs from 2021 to 2023, by category
Expected spending on the holiday season in the U.S. 2024, by generation
Planned expenditure on the holiday season in the United States in 2024, by generation (in U.S. dollars)
Share of holiday season e-commerce revenue in the U.S. 2024, by device
Distribution of holiday season e-commerce revenue in the United States in 2024, 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
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)
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)
Online vs. in-store holiday shopping in the U.S. 2024
Online vs. in-store shopping for the holiday season in the United States in 2024
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
Number of people experiencing tap water supply shortage Japan 2018-2022, by area
Number of people who experienced a shortage of tap water supply due to droughts in Japan from 2018 to 2022, by area (in 1,000s)
Holiday shipping policy of online retailers in the U.S. 2024
Online retailers' shipping policy plans for the holiday shopping season in the United States in 2024
Preferred means of shopping during the holiday season India 2023
Preferred means of shopping during the holiday season in India as of November 2023
Transparency in supply chains regarding sustainability in Germany 2021-2023
How far does transparency go, in terms of sustainability risks (e.g. violation of human rights) in the supply chain?
Important factors when shopping for holiday season in the U.S. 2024
Factors consumers find the most important when shopping during the holiday season in the United States in 2024
Supply chain management software market size worldwide 2019-2026
Supply chain management (SCM) software market revenues worldwide from 2019 to 2026 (in million U.S. dollars)
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)
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)
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
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?
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
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
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
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
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
Spending expectations of U.S. consumers for the holiday season 2024
Expected spend over the holiday season in the United States in 2024, by category (in U.S. dollars)
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 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
Shopper intentions to shop during holiday season sales Australia 2024, by sales event
Share of shoppers who planned to shop during holiday season sales events in Australia in 2024, by sales event
Holiday season sales Christmas shopping intentions Australia 2024, by age group
Distribution of Christmas shopping intentions during holiday season sales events in Australia as of October 2024, by event and age group
E-commerce holiday season revenue in the U.S. 2020-2024, by shopping day
Holiday season retail e-commerce revenue in the United States from 2020 to 2024, by online shopping day (in billion U.S. dollars)
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
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)
Retailer insights on online holiday shopping in the U.S. 2024
Retailer insights on changes in online holiday shopping in the United States in 2024
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
What influences purchase decisions when holiday shopping in the U.S. 2023, by gender
Influences on purchase decisions of men and women when shopping in the United States during the holiday season 2023
U.S. Hispanics: what influences purchase decisions when holiday shopping 2023
Influences on purchase decisions of Hispanic Americans and non-Hispanic Americans when shopping in the United States during the holiday season 2023
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
Holiday gift, travel, and entertainment budget in the United States 2015-2024
Total consumers planed to spend on travel, gifts, and entertainment for themselves and others in the United States 2024 holiday season (in U.S. dollars)
U.S.: consumers who expect to spend more/less on holiday gifts 2024, by generation
Projected expenditure on gifts in the United States during the 2024 holiday season, by generation
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