97845 articleid 16962281vSpecialp7 eng Bleninger, Philipp Institute for Employment Research Remote data access and the risk of disclosure from linear regression In the endeavor of finding ways for easy data access for external researchers remote data access seems to be an attractive alternative to the current standard of data perturbation or restricted access only at designated data archives or research data centers. However, even if the microdata are not available directly, disclosure of sensitive information is still possible. We illustrate that an ill-intentioned user could use some commonly available background information to reveal sensitive information using simple linear regression. We demonstrate the real risks from this approach with an empirical evaluation based on a German establishment survey, the IAB Establishment Panel. Tots els drets reservats http://www.europeana.eu/rights/rr-f/ Anglès Article de fons Remote Data Access Data Privacy Disclosure IAB Establishment Panel Linear Regression Artificial Outlier Strategic Dummy info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Drechsler, Jörg Institute for Employment Research Ronning, Gerd Tübingen University Vol. Special, Núm. (2011), p. 7-24 SORT : statistics and operations research transactions 1696-2281 18 117371 http://ddd.uab.cat/uab/sort/sort_a2011vSPECIAL/sort_a2011nSPECIALp7.pdf 0007 24 Special sort_a2011vSPECIAL 2011 ARTPUB SORT UAB artpubuab oai:ddd.uab.cat:97845 driver