Welcome to the Endeavour Health knowledge base

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These articles describe the Endeavour open source information model and various services, used as part of a broader set of Endeavour open source technologies, which have been adapted and used by a large scale NHS London Data linkage and normalisation Service covering a population of 7 million registered citizens.

Health Record Data Service and Health Information model

The health record data service is based on the hypothesis that; If health related data is brought together at the level of the individual in close to real time, and stored together at the level of a medium size residential population, and made available via a common data model as part of a common ontology, and then subsequently used for individual and population based decision support, great benefits to health can accrue.

To make sense of such a large repository of thousands of data types and millions of codes from thousands of providers using dozens of different systems, it is useful to create a common information model which presents a simpler view but covers most of the data items published by providers.

Such a model is not an alternative to the health standards based models, instead it is a common model of the models as well as the proprietary data models and codes

Having established such a model, it is then possible to construct logical definitions of query and concept sets that can then be used on the data published from the sources.

The services that link and normalise the data (such as Discovery), can use this model, creating maps between source data and the common model and thus enabling easier and more efficient use of the data,

All components of the information model are open source and are themselves built from open source and open standards such as W3C standards.

The content of the model incorporates concepts from a number of recognised sources including:

a) The main stream health ontology Snomed-CT with extensions to accommodate the unmapped NHS data dictionary attributes, local codes, and code taxonomies such as OPCS, ICD10 as well as the legacy mappings to Read 2.

b) The main stream data model resources such as FHIR making the IM FHIR compatible via simple transforms.

c) The main stream query definitions such as QOF enabling the IM to hold definitions of most complex business rules used in query.

Information model Components

Applications and APIs

These articles provide information about the applications that have been by the technologies

  • Data Sharing manager- DSM provides a visual representation of data that is being shared and processed and by which organisations, regions, and/or services.
  • ASSIGN- UPRN address matching application - a web based application that matches single or batches of hand entered address to authoritative addresses and assigns a unique property reference number.
  • Alert Generator - APIs that generates a patient alert based on a query, sends a notification to recipients and provides recipients with access to a web application to view the content of the record according to the data set
  • Data Distribution services that distribute daily weekly or adhoc small data sets from the linked core data stores with examples from 2020