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Admission patterns in Multiple Long-Term Conditions: NIHR/UKRI ADMISSION dataset
Population Size
72,862
People
Years
2018 - 2018
Associated BioSamples
None/not available
Geographic coverage
United Kingdom
England
Lead time
Not applicable
Summary
Documentation
This dataset forms part of ADMISSION, the NIHR and UKRI funded programme of work to better understand and to design healthcare services which are better able to care for patients with multiple long term conditions.
This dataset includes >70,000 adult patients who were acutely admitted to hospital. It includes longitudinal and detailed data for these people over 10-years, designed to trace the accrual, progression and impact of multiple co-morbidities as well as acute health care use and outcomes.
The dataset contains highly granular data regarding patient demographics and the specific co-morbidities associated with each patient, categorised according to ICD-10 codes. It provides a structured sequence of data related to the acute care and inpatient process, capturing critical timings, acuity, medications, laboratory results, observations, readmissions, and mortality rates.
Geography: The West Midlands (WM) has a population of 6 million & includes a diverse ethnic & socio-economic mix. UHB is one of the largest NHS Trusts in England, providing direct acute services & specialist care across four hospital sites, with 2.2 million patient episodes per year, 2750 beds & > 120 ITU bed capacity. UHB runs a fully electronic healthcare record (EHR) (PICS; Birmingham Systems), a shared primary & secondary care record (Your Care Connected) & a patient portal “My Health”.
Data set availability: Data access is available via the PIONEER Hub for projects which will benefit the public or patients. This can be by developing a new understanding of disease, by providing insights into how to improve care, or by developing new models, tools, treatments, or care processes. Data access can be provided to NHS, academic, commercial, policy and third sector organisations. Applications from SMEs are welcome. Data access must reference ADMISSION and the papers which describe this resource. There is a single data access process, with public oversight provided by our public review committee, the Data Trust Committee. Contact pioneer@uhb.nhs.uk or visit www.pioneerdatahub.co.uk for more details.
Available supplementary data: Matched controls; ambulance and community data. Unstructured data (images). We can provide the dataset in OMOP and other common data models and can build synthetic data to meet bespoke requirements.
Available supplementary support: Analytics, model build, validation & refinement; A.I. support. Data partner support for ETL (extract, transform & load) processes. Bespoke and “off the shelf” Trusted Research Environment (TRE) build and run. Consultancy with clinical, patient & end-user and purchaser access/ support. Support for regulatory requirements. Cohort discovery. Data-driven trials and “fast screen” services to assess population size.
Keywords
Observations
Observed Node | Disambiguating Description | Measured Value | Measured Property | Observation Date |
---|---|---|---|---|
Persons | patient count between 1st Jan 2018 to 31st December 2018 | 72862 | Count | 27 Sep 2022 |
Provenance
Structural Metadata
Details
08/10/2024
29/02/2024
Coverage
01/01/2018
31/12/2018
Accessibility
Data Access Request
Trusted Research Environments (TRE) are built using Microsoft Azure services and hosted in the UK to provide research teams a safe, secure and agile environment which allows users to quickly analyse, interpret and form an enriched view of primary care information through a range of integrated datasets.
Health data collated from multiple sources is ingested into a secure data lake which will then allow subsets of data to be made available to research teams on approval of a data request. Once approved a customer specific TRE is made available with a standard set of leading analytical tools from Microsoft including Azure Databricks, Azure Machine Learning, Azure SQL and Azure Synapse (for large-scale data warehouses). Specific tools can be provided at an additional cost over the standard platform data access charge and the PIONEER team will work with you to determine your exact needs.
Access to the TRE is managed using the latest virtual desktop technology to provide a safe and secure end-user experience. By utilising leading edge design PIONEER are able to create TREs rapidly to enable us to service any customer requirement.