The modelling analysis is conducted for the time period 2000 to 2017. Data from before 2000 are not included, given the limited availability of broadband in low- and middle-income economies prior to the turn of the century. A number of economic, telecommunication and demographic variables were considered in the analysis, including all those previously identified in the literature as statistically significant or likely to be significant. These variables are discussed in Section 3.3.