1. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 119 October 2005 Data Quality Framework Country statistics office FAO Statistics Division q1q1 q2q2 Source User Δq1Δq1 Δq 2 q3q3

2. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 219 October 2005 Country statistics office FAO Statistics Division q1q1 q2q2 Source User Δq1Δq1 Δq 2 q3q3 Data Quality Framework

3. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 319 October 2005 Country statistics office FAO Statistics Division q1q1 q2q2 Source User Δq1Δq1 Δq 2 q3q3 Data Quality Framework

4. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 419 October 2005 Country statistics office FAO Statistics Division q1q1 q2q2 Source User Δq1Δq1 Δq 2 q3q3 Data Quality Framework

5. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 519 October 2005 Country statistics office FAO Statistics Division q1q1 q2q2 Source User Δq1Δq1 Δq 2 q3q3 Data Quality Framework

6. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 619 October 2005 q1q1 q2q2 Δq1Δq1 Δq 2 Data Quality Framework Core Data Quality Indicators Point/Domain Specific Data Quality Indicators Country statistics office FAO Statistics Division q1q1 q2q2 Source User Δq1Δq1 Δq 2 q3q3

7. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 719 October 2005 Stress Factors Population Geographical size Education Income Environment Stress Factors Member countries Budget Org. Size Domains Data quality at q 2 Stress Factors Availability national registers for: Population Administrative records Resources Data quality at q1 Data Quality Framework Core Data Quality Indicators Point/Domain Specific Data Quality Indicators Country statistics office FAO Statistics Division q1q1 q2q2 Source User Δq1Δq1 Δq 2 q3q3

8. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 819 October 2005 Data Quality Dimensions DimensionsAssessment ObjectiveSubjective Relevance and completenessYes AccuracyYes TimelinessYes Accessibility and ClarityYes ComparabilityYes CoherenceYes

9. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 919 October 2005 Dimensions of quality assessment and analysis in the FAOSTAT statistical process Data Domains and major sub-domains Production ( Crops, Livestock ) Trade ( Import, Export ) Prices ( Input, Output, Trade ) Resources ( Labour, Machinery, Fertilizer, Pesticides, Land )

10. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 1019 October 2005

11. FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS 1119 October 2005