Effects of changes in data collection mode on data quality in administrative data: the case of participation in programmes offered by the German employment agency

'Until administrative data are available as research datasets, they are passed through many organizational units and stored in different formats. The transformations of collected data to a data warehouse and further the integration of data from several operational sources to an integrated dataset for research projects include various mappings of identifiers and variables. A particular challenge ar…