Modern privacy-preserving record linkage techniques: An overview

A Gkoulalas-Divanis, D Vatsalan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Record linkage is the challenging task of deciding which records, coming from disparate
data sources, refer to the same entity. Established back in 1946 by Halbert L. Dunn, the area …

Challenges in administrative data linkage for research

K Harron, C Dibben, J Boyd, A Hjern… - Big data & …, 2017 - journals.sagepub.com
Linkage of population-based administrative data is a valuable tool for combining detailed
individual-level information from different sources for research. While not a substitute for …

Big data and health care: challenges and opportunities for coordinated policy development in the EU

S Salas-Vega, A Haimann… - Health Systems & Reform, 2015 - Taylor & Francis
As global policy makers prioritize big data policy, it is important to try to outline expected
outcomes vis-à-vis health sector objectives. We identify initiatives aimed at promoting the …

Reflection on modern methods: five myths about measurement error in epidemiological research

M Van Smeden, TL Lash… - International journal of …, 2020 - academic.oup.com
Epidemiologists are often confronted with datasets to analyse which contain measurement
error due to, for instance, mistaken data entries, inaccurate recordings and measurement …

Probabilistic record linkage

A Sayers, Y Ben-Shlomo, AW Blom… - International journal of …, 2016 - academic.oup.com
Studies involving the use of probabilistic record linkage are becoming increasingly common.
However, the methods underpinning probabilistic record linkage are not widely taught or …

Linking sensitive data

P Christen, T Ranbaduge, R Schnell - Methods and techniques for …, 2020 - Springer
Sensitive personal data are created in many application domains, and there is now an
increasing demand to share, integrate, and link such data within and across organisations in …

Describing the linkages of the immigration, refugees and citizenship Canada permanent resident data and vital statistics death registry to Ontario's administrative …

M Chiu, M Lebenbaum, K Lam, N Chong… - BMC medical informatics …, 2016 - Springer
Background Ontario, the most populous province in Canada, has a universal healthcare
system that routinely collects health administrative data on its 13 million legal residents that …

Statistical challenges of administrative and transaction data

DJ Hand - Journal of the Royal Statistical Society Series A …, 2018 - academic.oup.com
Administrative data are becoming increasingly important. They are typically the side effect of
some operational exercise and are often seen as having significant advantages over …

A guide to evaluating linkage quality for the analysis of linked data

KL Harron, JC Doidge, HE Knight… - International journal …, 2017 - academic.oup.com
Linked datasets are an important resource for epidemiological and clinical studies, but
linkage error can lead to biased results. For data security reasons, linkage of personal …

GUILD: guidance for information about linking data sets

R Gilbert, R Lafferty, G Hagger-Johnson… - Journal of Public …, 2018 - academic.oup.com
Record linkage of administrative and survey data is increasingly used to generate evidence
to inform policy and services. Although a powerful and efficient way of generating new …