Quality
In line with the European statistics code of practice and the ESS quality assurance framework, Eurostat carries out controls and validation checks on raw data transmitted by the National Statistical Institutes to check if the ‘totals’ of a variable across different breakdowns are consistent.
For example, the total number of migrants to a country obtained through summing up the breakdown by age should be equal to the total number of migrants to the same country obtained through summing up the breakdown by citizenship.
Consistencies between the different breakdowns available for one variable are verified by cross validation. This validation includes checks of the plausibility of the most updated annual value and of two consecutive annual values. In addition, mathematical verification using standard deviation and weighted average are applied.
Eurostat also asks data providers to supply specific metadata describing the definitions used and the quality of the statistical outputs to assess uniform standards.
For futher details, please consult the information on quality management in the metadata on immigration.
Moreover, the Quality report on European statistics on population and migration - 2024 edition provides insights into the quality of the migration and asylum statistics published by Eurostat. The data quality is evaluated against indicators covering the following components:
- relevance
- accuracy
- timeliness and punctuality
- accessibility and clarity
- coherence and comparability
The goal of the report is to provide users with information on different factors that could impact the quality of the statistics.