Hot-deck imputation uses data from countries with "similar" characteristics, such as GNI per capita and geographic location. Europe, the CIS and the Americas have much higher Internet usage rates overall than the African, Arab States and Asia/Pacific regions. In the case of developed countries, moreover, it is worth noting that higher bandwidth available to users, lower broadband access costs in relation to GNI p.c. (