Population aggregates from administrative data samples–how good are they?

Journal for Labour Market Research

Original Article

Philipp vom Berge¹ 

[1] Institute for Employment Research (IAB), Regensburger Str. 104, 90478, Nuremberg, Germany;

关键词: SIAB;    BHP;    Microdata;    Aggregation;    Statistical Disclosure Control;    C43;    C80;   

DOI  :  10.1186/s12651-023-00334-x

 received in 2022-10-31, accepted in 2023-01-16,  发布年份 2023

来源: Springer

【 摘 要 】

Researchers regularly use administrative micro-data samples to approximate subgroup aggregates from the full population. In this paper, I argue that the most commonly used method to do this is often not optimal. I outline some alternatives and compare their relative performance in selected cases. I also discuss the effect of statistical disclosure control on the aggregated data and how researchers can reduce bias resulting from censoring.

【 授权许可】

CC BY   
© The Author(s) 2023

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