Barriers and facilitators to generating synthetic administrative data for research.

Barriers and facilitators to generating synthetic administrative data for research.

Objectives Generation of synthetic data could improve the efficiency of administrative data analysis. We describe barriers and facilitators to synthetic administrative data in the UK based on our experience of generating, assessing, and evaluating the performance of different approaches. We aim to p...

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Bibliographic Details
Main Authors: Theodora Kokosi, Bianca De Stavola, Robin Mitra, Andrew Copas, Katie Harron
Format: Article
Language:English
Published: Swansea University 2022-08-01
Series:International Journal of Population Data Science
Subjects:
synthetic data
administrative datasets
data linkage
statistical disclosure control
data utility
data confidentiality
Online Access:https://ijpds.org/article/view/1984

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