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This document covers the assessment of data availability and quality across various sources, focusing on the methodologies used to calculate national indicators. It emphasizes the importance of consistent data practices as different countries utilize varying criteria and classifications for social groups and ages. Furthermore, it explores the structure of a prototype Knowledge Base that encompasses key definitions, calculation methods, and alignment with international standards. The projected impact of developing this Knowledge Base is also discussed as an essential step towards improving data integrity.
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April2010 Key National Indicators Knowledge Base Management Tools YevgenyOvcharov Deputy CEO PROGNOZ
ASSESSMENT ON DATA AVAILABILITY ACROSS VARIOUS DATA SOURCES 2
SAMPLE ASSESSMENT ON DATA QUALITY ACROSS VARIOUS DATA SOURCES 3
SAMPLE ASSESSMENT ON DATA QUALITY ACROSS VARIOUS DATA SOURCES 4
SAMPLEDATAMIGRATION FLOW PROCESS SHOWN FOR THE INDICATOR VALUE OF U.S. GDP (CURRENT PRICES, US DOLLARS) IN YEAR 2007 5
ASSESSMENT OF DATA METHODOLOGIES USED FOR INDICATOR CALCULATION ACROSS COUNTRIES When calculating indicators for different countries: Different social groups are used in different countries Different age criteria are used Different classifications are used 6
The structure of the prototype Knowledge Base Terms and definitions Indicator attributes, calculation methods Strategic documents setting out organizations’ objectives; international standards and agreements Databases of national statistical offices and international organizations , e.g. UN, OECD, the World Bank, IMF, Eurostat. 7