This study proposes a methodology for creating a Public Use File version of the WHIP database. The study aims to implement statistical methods to estimate the risk of identifying a subject belonging to the sample. The 3-step methodology starts with a mock interview of a subsample of the data, proceeds with the estimation of the identification risk, and applies standard anonymization methods, such as global recoding and local suppression, to the units at risk of re-identification.

The Challenge of Microdata Dissemination. A Methodology for a Public Use File Version of the WHIP Database

Leombruni, Roberto
;
Rubina Nava, Consuelo;Zanatta, Marina
2025-01-01

Abstract

This study proposes a methodology for creating a Public Use File version of the WHIP database. The study aims to implement statistical methods to estimate the risk of identifying a subject belonging to the sample. The 3-step methodology starts with a mock interview of a subsample of the data, proceeds with the estimation of the identification risk, and applies standard anonymization methods, such as global recoding and local suppression, to the units at risk of re-identification.
2025
Scientific Meeting of the Italian Statistical Society 2024
Bari
June 17-20, 2024
Methodological and Applied Statistics and Demography IV
SPRINGER INTERNATIONAL PUBLISHING AG
212
217
9783031644467
9783031644474
Anonymization; Public Use File - PUF; Global recode; Key variables; k-anonymity; WHIP (Work History Italian Panel) database
Leombruni, Roberto; Rubina Nava, Consuelo; Zanatta, Marina
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/2146575
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