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Data Sources

In addition to World Bank's internal databases, the following publicly accessible data sources are used in the KAM:

KAM bulletFreedom House


KAM bulletHeritage Foundation 


KAM bulletInternational Labor Organization (ILO)


KAM bulletInternational Telecommunication Union (ITU)


KAM bulletKnowledge Services for Private Sector Development, by Rapid Response Unit (RRU)


KAM bulletOECD Programme for International Student Assessment (PISA) 


KAM bulletPolitical Risk Service Group (PRS Group)


KAM bulletTrends in International Mathematics and Science Study (TIMSS)


KAM bulletUnited Nations Development Program (UNDP) - Human Development Report 


KAM bulletUnited States Patent and Trademark Office (USPTO) [Reports]


KAM bulletUNESCO Institute for Statistics 


KAM bulletWorld Economic Forum

KAM bulletWorld Bank Governance Indicators


KAM bulletWorld Development Indicators (WDI)





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