2014
DOI: 10.1177/1556264614552799
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Privacy in Confidential Administrative Micro Data

Abstract: The demand for comprehensive and innovative data is constantly growing in social science. In particular, micro data from various social security agencies become more and more attractive. In contrast to survey data, administrative data offer a census with highly reliable information but are restricted in their usage. To make them accessible for researchers, data or research output either have to be anonymized or released after disclosure review procedures have been used. This article discusses the trade-off bet… Show more

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Cited by 8 publications
(4 citation statements)
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“…The similarity of proteins between each two biological replicates was assessed using the Spearman’s rank correlation coefficient. Hierarchical clustering of proteins was performed using Euclidean distances in the ‘pheatmap’ package (1.0.12) ( Hochfellner et al, 2014 ). PCA analysis was done using the FactoMineR package (1.3.4) ( Jombart, 2008 ).…”
Section: Methodsmentioning
confidence: 99%
“…The similarity of proteins between each two biological replicates was assessed using the Spearman’s rank correlation coefficient. Hierarchical clustering of proteins was performed using Euclidean distances in the ‘pheatmap’ package (1.0.12) ( Hochfellner et al, 2014 ). PCA analysis was done using the FactoMineR package (1.3.4) ( Jombart, 2008 ).…”
Section: Methodsmentioning
confidence: 99%
“…To protect the privacy of persons and establishments included in the data of the RDC-IAB, access is governed by strict data protection laws. Hence, the RDC-IAB has developed a data disclosure portfolio to provide these sensitive data to external users [37]. The RDC-IAB follows the approach by Lane, Heus [38], which is based on principles of data providers worldwide.…”
Section: Privacy By Design: the Data Disclosure Portfoliomentioning
confidence: 99%
“…The aim of the disclosure control is to ensure that the released results are absolutely anonymous and that no conclusions can be drawn about individual persons or establishments. A detailed description of the procedure can be found in [37]. Figure 2 shows the relationship between the degree of anonymity and the data access types at the RDC-IAB.…”
Section: Privacy By Design: the Data Disclosure Portfoliomentioning
confidence: 99%
“…Access to these and other linked standard data sets of the FDZ is provided through the FDZ's secure infrastructure. As the administrative data of the IAB are subject to strict social security data protection (see Hochfellner et al, 2014), access to such linked data is limited to on-site use or remote access. 5 While FDZ's standard data sets can be accessed by academic researchers without any fee, this does not apply to custom-built data sets linked by the GRLC.…”
Section: Data Accessmentioning
confidence: 99%