Contact
![Contact Camille Dubois](https://cdn.statcdn.com/contactPerson/4039.jpg)
Lun - Ven, 9:00 - 18:00 h (EST)
![Contact Meredith Alda](https://cdn.statcdn.com/contactPerson/3646.jpg)
Lun - Ven, 9:00 - 18:00 h (EST)
![Contact Yolanda Mega](https://cdn.statcdn.com/contactPerson/3195.jpg)
Lun - Ven, 9:00 - 17:00 h (SGT)
![Contact Kisara Mizuno](https://cdn.statcdn.com/contactPerson/2661.jpg)
Lun - Ven, 10:00 - 18:00 h (JST)
![Contact Lodovica Biagi](https://cdn.statcdn.com/contactPerson/863.jpg)
Lun - Ven, 9:00 - 18:00 h (GMT)
![Contact Carolina Dulin](https://cdn.statcdn.com/contactPerson/3012.jpg)
Lun - Ven, 9:00 - 18:00 h (EST)
Data coverage: The data includes business spending (B2B), consumer spending (B2C), and government spending (B2G). The revenue is allocated to the country in which the money is spent at the manufacturer price level (excluding VAT). Modeling approach: Modeling is carried out by implementing a top-down approach with a bottom-up validation. By applying advanced statistical methods, forecasts are made based on historical developments, current trends, and key market indicators. The main drivers are the GDP, the level of digitization, and consumer attitudes toward device usage (e.g., “bring-your-own-device culture:” the use of personal devices for work purposes). The data is modeled in USD using current exchange rates; for the conversion of data from/into local currencies, real exchange rates are used. Further information: Updates are made twice a year if market dynamics change. COVID-19 is considered using country-specific factors.
Lun - Ven, 9:00 - 18:00 h (EST)
Lun - Ven, 9:00 - 18:00 h (EST)
Lun - Ven, 9:00 - 17:00 h (SGT)
Lun - Ven, 10:00 - 18:00 h (JST)
Lun - Ven, 9:00 - 18:00 h (GMT)
Lun - Ven, 9:00 - 18:00 h (EST)