Bookmarks
Hospitalised and ventilator acquired pneumonia severity, treatments, outcomes
Population Size
60,283
People
Years
2000 - 2021
Associated BioSamples
None/not available
Geographic coverage
United Kingdom
England
Lead time
1-2 months
Summary
Documentation
Background: Hospital-Acquired pneumonia (HAP) and Ventilator-Associated pneumonia is an infection of the lungs that is contracted by a patient 2 or more days after an admission. HAP is often more serious than other lung infections due to the nature of the bacteria present in hospital settings, as they are more resistant to treatment than those in the community. HAP typically affects older patients with co-morbidities, those with weakened immune systems or a long-term chronic lung disease. Ventilator-Associated pneumonia is the most common infection associated with a stay in intensive care, with increased long-term mortality and length of stays. These data allow the investigation of the sensitivities of the bacteria, which antibiotics were administered and patient outcomes. The period of data available allows for studying pre- and post- COVID-19 and the impact of ventilation.
PIONEER geography: The West Midlands (WM) has a population of 5.9 million and includes a diverse ethnic and socio-economic mix.
EHR: UHB is one of the largest NHS Trusts in England, providing direct acute services and specialist care across four hospital sites, with 2.2 million patient episodes per year, 2750 beds and an expanded 250 ITU bed capacity during COVID. UHB runs a fully electronic healthcare record (EHR) (PICS; Birmingham Systems), a shared primary and secondary care record (Your Care Connected) and a patient portal “My Health”.
Scope: All hospitalised patients from 2000 onwards, curated to focus on Hospital and ventilator acquired pneumonia. Longitudinal and individually linked, so that the preceding and subsequent health journey can be mapped and healthcare utilisation prior to and after admission understood. The dataset includes highly granular patient demographics and co-morbidities taken from ICD-10 and SNOMED-CT codes. Serial, structured data pertaining to acute care process (timings, staff grades, specialty review, wards and triage). Along with presenting complaints, outpatients admissions, microbiology results, referrals, procedures, therapies, all physiology readings (pulse, blood pressure, respiratory rate, oxygen saturations and others), and all blood results(urea, albumin, platelets, white blood cells and others). Includes all prescribed and administered treatments and all outcomes. Linked images are also available (radiographs, CT scans, MRI).
Available supplementary data: Matched controls; ambulance, OMOP data, synthetic data.
Available supplementary support: Analytics, Model build, validation and refinement; A.I.; Data partner support for ETL (extract, transform and load) process, Clinical expertise, Patient and end-user access, Purchaser access, Regulatory requirements, Data-driven trials, “fast screen” services.
Keywords
Observations
Observed Node | Disambiguating Description | Measured Value | Measured Property | Observation Date |
---|---|---|---|---|
Persons | 60,283 patient admissions with Hospital acquired pneumonia between 01-01-2000 and 31-12-2021 | 60283 | Count | 09 Mar 2022 |
Provenance
Structural Metadata
Details
08/10/2024
09/03/2022
Coverage
01/01/2000
31/12/2021
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.