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NIHR Midlands PSRC dataset: Guideline Adherence in Community Acquired Pneumonia

Population Size

26,560

People

Population Size statistic card

Years

2018 - 2024

Years statistic card

Associated BioSamples

None/not available

Associated BioSamples statistic card

Geographic coverage

https://www....

Geographic coverage statistic card

Lead time

1-2 months

Lead time statistic card

Summary

A highly granular dataset of 31,417 patients with Community Acquired Pneumonia curated by PIONEER for NIHR Midlands Patient Safety Research Collaboration with demographics, comorbidities, serial vital signs, imaging and labs; medications, outcomes.

Documentation

Community acquired pneumonia (CAP) is a common causes of hospital admission with admission rates rising, especially in more socioeconomically deprived communities. Guideline adherence in CAP reduces hospital stay, is a vital part of effective antibiotic stewardship, and has been associated with lower mortality. However, adherence to guidelines in CAP is poor; it occurs for less than half of patients. Therefore, there is a significant opportunity to improve patient outcomes and broader public health outcomes by improving prescribing in CAP.

This dataset has been curated by PIONEER for the NIHR Midlands PSRC and includes admissions from 2018 to 2024. It includes 31,417 patients admitted for CAP with demographics, comorbidities, Vital signs (blood pressure, respiratory rate, heart rate, temperature, BMI, NEWS2 Spo2 scale and others), assessments (MMS, AMT10, Continence assessment and Waterlow assessment), lab sample results (full blood count, liver function tests, urea & electrolytes, bone profile, coagulation, inflammatory markers and others), imaging, medications, intensive care admissions, sputum and blood culture results, mortality and readmissions.

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

Dataset type

Health and disease, Measurements/Tests, Lifestyle

Dataset sub-type

Not applicable

Dataset population size

26560

Keywords

Observations

Observed Node

Disambiguating Description

Measured Value

Measured Property

Observation Date

Persons

26,560 distinct patients admitted to hospital with CAP, or presented to ED with CAP.

26560

Count

08 Jan 2025

Provenance

Purpose of dataset collection

Care

Source of data extraction

EPR

Collection source setting

Secondary care - Accident and Emergency, Secondary care - In-patients

Patient pathway description

Data is representative of the multi-ethnicity population within the West Midlands (42% non white). Data includes all patients admitted during this timeframe, with National data Opt Outs applied, and therefore is representative of admissions to secondary care. Data focuses on in-patient stay in hospital during the acute episode but can be supplemented on request to include previous and subsequent hospital contacts (including outpatient appointments) and ambulance, 111, 999 data.

Image contrast

Not stated

Biological sample availability

None/not available

Structural Metadata

Details

Publishing frequency

Quarterly

Version

1.0.0

Modified

06/02/2025

Distribution release date

06/02/2025

Citation Requirements

This publication uses data from PIONEER, an ethically approved database and analytical environment (East Midlands Derby Research Ethics 20/EM/0158)

Coverage

Start date

01/01/2018

End date

15/10/2024

Time lag

Less than 1 week

Minimum age range

18

Maximum age range

115

Follow-up

0 - 6 Months

Accessibility

Language

en

Alignment with standardised data models

LOCAL

Controlled vocabulary

ICD10, SNOMED CT

Format

SQL, application

Data Access Request

Dataset pipeline status

Available

Time to dataset access

1-2 months

Access request cost

www.pioneerdatahub.co.uk/data/data-services-costs/

Access method category

TRE/SDE

Access service description

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.

Data use limitation

General research use

Data use requirements

Project-specific restrictions

Data Controller

University Hospitals Birmingham NHS Foundation Trust

Data Processor

NOT APPLICABLE

Dataset Types: Health and disease, Measurements/Tests, Lifestyle


Collection Sources: Secondary care - Accident and Emergency, Secondary care - In-patients