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Implementing privacy preserving record linkage: Insights from Australian use cases.

Int J Med Inform

November 2024

Deakin Health Economics, Institute for Health Transformation, Deakin University. Burwood Hwy, Burwood, VIC 3125, Australia. Electronic address:

Objective: To describe the use of privacy preserving linkage methods operationally in Australia, and to present insights and key learnings from their implementation.

Methods: Privacy preserving record linkage (PPRL) utilising Bloom filters provides a unique practical mechanism that allows linkage to occur without the release of personally identifiable information (PII), while still ensuring high accuracy.

Results: The methodology has received wide uptake within Australia, with four state linkage units with privacy preserving capability.

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