Related Experiment Videos
Privacy in confidential administrative micro data: implementing statistical disclosure control in a secure computing
Daniela Hochfellner1, Dana Müller2, Alexandra Schmucker2
1Institute for Social Research, University of Michigan, Ann Arbor, MI, USA danielah@umich.edu.
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 between maintaining a high capability of research potential while protecting private information, by exploiting the data disclosure portfolio and the adopted disclosure strategies of the Research Data Center of the German Federal Employment Agency.
Related Concept Videos
Ethical Standards II
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy...
Ethical Standards I
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
Legal Guidelines for Documentation
Censoring Survival Data
Guidelines and Strategies for Safe Computer Charting
Maintain Confidentiality and Security:
Statistical Software for Data Analysis and Clinical Trials