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Development of a New Method for Privacy-Preserving Record Linkage Allowing for Errors in Identifiers

2016/10/06 by Rainer Schnell, Schnell, Rainer, Tobias Bachteler +3
Computer Science · Decision Sciences · Social Sciences · #Access Control and Trust #Data Quality and Management #Privacy-Preserving Technologies in Data

paper · doi:10.12758/mda.2009.013

openalex publication_date 2016/10/06 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

Combining multiple databases with additional information on the same person is increasingly occurring throughout research. In many applications, identifiers have to be encrypted due to privacy concerns. Existing protocols are inefficient in actual research practice since cases with errors in identifiers are almost always in their entirety lost. Therefore, a new protocol for privacy-preserving record linkage with encrypted identifiers allowing for errors in identifiers has been developed by the authors. The results from tests on simulated and actual databases are comparable to non-encrypted identifiers. This new technique will have many practical applications in social research.

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