Why does the KAM include qualitative data?
The KAM includes many variables that are qualitative in nature, that is, based on opinion surveys because there are many aspects of the knowledge economy for which quantitative hard data, consistently measured across a large number of countries, does not exist. Rather than totally missing any measurement of these components, the KAM includes these qualitative data as a second best option.