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Leveraging Fuzzy Match: Building an Automated Record Linkage Template in SAS Dataflux
Background ICES has conducted Probabilistic Record Linkage (PRL) for heath and non-health data for over 15 years. The PRL process has made data linkable to many ICES data holdings.
Charlotte Ma +4 more
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In order to carry out demographic analyses at individual and group levels, a manual method of linking individual event records from parish registers was developed in the late 1950s. In order to save time and to work with larger areas than small parishes,
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Efficient Record Linkage in the Age of Large Language Models: The Critical Role of Blocking
Record linkage is an essential task in data integration in the fields of healthcare, law enforcement, fraud detection, transportation, biology, and supply chain management.
Nidhibahen Shah +6 more
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Effects of Data Quality on Linkage Bias: Results from a Central Register of Pupils
In record linkage, quasi-identifiers (QIDs), such as personal names or addresses, are used to link entities. Although it is generally known that QIDs are subject to data quality issues and may thus affect linkage quality, there is little empirical ...
Severin V. Weiand +2 more
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438 Promoting safe sleeping in a neonatal unit
Catherine Taylor +5 more
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A flexible model for record linkage
Abstract Combining data from various sources empowers researchers to explore innovative questions, for example those raised by conducting healthcare monitoring studies. However, the lack of a unique identifier often poses challenges. Record linkage procedures determine whether pairs of observations collected on different occasions belong
Kayané Robach +3 more
openaire +4 more sources
A literature review of record linkage procedures focusing on infant health outcomes
Record linkage is a powerful tool in assembling information from different data sources and has been used by a number of public health researchers. In this review, we provide an overview of the record linkage methodologies, focusing particularly on ...
Machado Carla Jorge
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