Cleansing procedures for overlaps and inconsistencies in administrative data: the case of German labour market data
Abstract: 'In den letzten zehn Jahren wurden prozessgenerierte und administrative Daten stetig wichtiger für die Arbeitsmarktforschung. Die größten Vorteile dieser Daten sind große Stichprobenumfänge, das Fehlen von Beobachtungslücken und Totalausfällen. Dennoch bleibt die Qualität und Validität der Informationen unklar. Diese Arbeit greift diesen Punkt auf und richtet den Schwerpunkt auf den Einfluss von alternativen Bereinigungsprozeduren auf Forschungsergebnisse. Insbesondere nutzt die vorliegende Arbeit die von Wunsch/ Lechner (2008) vorgeschlagenen Prozeduren der Datenaufbereitung bei der Evaluation von Programmen der aktiven Arbeitsmarktforschung in Deutschland. Die ersten Ergebnisse sind auf Sensitivitätsanalysen bei der Erstellung von Beobachtungsgruppen beschränkt. Die Ergebnisse zeigen, dass die Zusammensetzung der Gruppen robust gegenüber einer Änderung der Datenaufbereitung ist.' (Autorenreferat)
- Alternative title
-
Die Bedeutung von Bereinigungsprozeduren für Überschneidungen und Inkonsistenzen in administrativen Daten: am Beispiel deutscher Arbeitsmarktdaten
- Location
-
Deutsche Nationalbibliothek Frankfurt am Main
- Extent
-
Online-Ressource
- Language
-
Englisch
- Bibliographic citation
-
Cleansing procedures for overlaps and inconsistencies in administrative data: the case of German labour market data ; volume:34 ; number:3 ; year:2009 ; pages:242-259
Veröffentlichungsversion
begutachtet (peer reviewed)
Historical social research ; 34, Heft 3 (2009), 242-259
- Classification
-
Sozialwissenschaften, Soziologie, Anthropologie
Wirtschaft
- Creator
-
Oberschachtsiek, Dirk
Scioch, Patrycja
- DOI
-
10.12759/hsr.34.2009.3.242-259
- URN
-
urn:nbn:de:0168-ssoar-287273
- Rights
-
Open Access; Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Last update
-
14.08.2025, 10:58 AM CEST
Data provider
This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Associated
- Oberschachtsiek, Dirk
- Scioch, Patrycja
Other Objects (12)
Cleansing procedures for overlaps and inconsistencies in administrative data: the case of German labour market data
The Impact of Cleansing Procedures and Coding Decisions for Overlaps on Estimation Results – Evidence from German Administrative Data
The Impact of Cleansing Procedures and Coding Decisions for Overlaps on Estimation Results – Evidence from German Administrative Data
Data cleansing and integration operators for a parallel data analytics platform
Identifying and explaining inconsistencies in linked administrative and survey data: the case of German employment biographies
Identifying and explaining inconsistencies in linked administrative and survey data: the case of German employment biographies
Problems, methods, and challenges in comprehensive data cleansing
Technical note: Flagging inconsistencies in flux tower data
Administrative Transaction Data
Administrative Transaction Data
Administrative Transaction Data
Documentation TwinLife Data: Filtering inconsistencies in discrimination items
Cleansing procedures for overlaps and inconsistencies in administrative data: the case of German labour market data
The Impact of Cleansing Procedures and Coding Decisions for Overlaps on Estimation Results – Evidence from German Administrative Data
The Impact of Cleansing Procedures and Coding Decisions for Overlaps on Estimation Results – Evidence from German Administrative Data
Data cleansing and integration operators for a parallel data analytics platform
Identifying and explaining inconsistencies in linked administrative and survey data: the case of German employment biographies
Identifying and explaining inconsistencies in linked administrative and survey data: the case of German employment biographies
Problems, methods, and challenges in comprehensive data cleansing
Technical note: Flagging inconsistencies in flux tower data
Administrative Transaction Data
Administrative Transaction Data
Administrative Transaction Data
Documentation TwinLife Data: Filtering inconsistencies in discrimination items
Cleansing procedures for overlaps and inconsistencies in administrative data: the case of German labour market data
The Impact of Cleansing Procedures and Coding Decisions for Overlaps on Estimation Results – Evidence from German Administrative Data
The Impact of Cleansing Procedures and Coding Decisions for Overlaps on Estimation Results – Evidence from German Administrative Data
Data cleansing and integration operators for a parallel data analytics platform
Identifying and explaining inconsistencies in linked administrative and survey data: the case of German employment biographies
Identifying and explaining inconsistencies in linked administrative and survey data: the case of German employment biographies
Problems, methods, and challenges in comprehensive data cleansing
Technical note: Flagging inconsistencies in flux tower data
Administrative Transaction Data
Administrative Transaction Data
Administrative Transaction Data