Bookmarks
HDRUK Medicines: Self-reported Penicillin Allergy & outcomes on Intensive Care
Population Size
37,639
People
Years
2010 - 2019
Associated BioSamples
None/not available
Geographic coverage
https://www.geonames.org/2634343/west-midlands.html
Lead time
1-2 months
Summary
Documentation
Approximately 10% of the population have a penicillin allergy label which is mostly self-reported. The symptoms causing patients to label themselves as being allergic arise from symptoms such as gastrointestinal upset, rash or altered taste. It is widely believed that only 10% of those with a SRPA have a true, immune-mediated penicillin allergy.
The reporting of a penicillin allergy, irrespective of whether this is true allergy or not, can alter antibiotic prescribing. Alternative prescriptions of non-beta-lactam antibiotics may be less efficacious in serious infections and patients may be at increased risk of secondary infections and poor outcomes.
To explore this, PIONEER, in collaboration with the HDRUK Medicines in Acute and Chronic Care Driver programme, has curated a dataset of over 37,000 admissions to intensive care, with self-reported allergies documented, as well as serial and highly granular data on presentation, acuity, physiology, investigations and all treatments and outcomes.
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. 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 | 37639 patients admitted to critical care | 37639 | Count | 11 Nov 2024 |
Provenance
Structural Metadata
Details
27/11/2024
27/11/2024
Coverage
16/02/2010
18/10/2019
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.