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CUREd+ Centre for Urgent and Emergency Care Research Database

Population Size

Not reported
Population Size statistic card

Years

2011 - 2023

Years statistic card

Associated BioSamples

None/not available

Associated BioSamples statistic card

Geographic coverage

England

Geographic coverage statistic card

Lead time

2-6 months

Lead time statistic card

Summary

CUREd+ is a linked research database of urgent and emergency care across England, combining over 1 billion records from ambulance services, hospitals, and national datasets between 2011 and 2023. Developed by the University of Sheffield, it supports research into patient pathways, demand management, workforce use, and outcomes. Data are sourced from NHS England and Yorkshire Ambulance Service.

Documentation

Overview of CUREd+ CUREd+ is a unique research database that links patient records from different NHS sources, including ambulance and hospital data, at an unprecedented scale. The database contains over 1 billion unique episodes of Urgent and Emergency Care (UEC) between 2011 and 2023. This enables researchers to gain a comprehensive understanding of patient journeys through UEC, providing valuable insights to improve service delivery, patient outcomes, and policy decisions. The database is currently approved until June 2026, but applications are underway to extend this.

History CUREd+ builds upon the foundations laid by the original CUREd research database, developed by the University of Sheffield, containing data from UEC providers, including Yorkshire Ambulance Service (YAS), NHS hospital trusts, and mental health services. The data spanned from 2011 to 2017 and enabled critical research into patient flow through these services. The renewal of CUREd involved significant amendments to expand its scope and impact. The establishment of CUREd+ has introduced key improvements, including:

Incorporating data up to 2023 Expansion of hospital data coverage to all of England Inclusion of updated linked ambulance service data, now incorporating electronic patient records Addition of death registration data to support mortality-related research. Standardisation of hospital data formats to enable more robust research analysis. NHS England plays a key role in providing hospital data and facilitating the linkage process, ensuring high-quality and comprehensive data integration. Yorkshire Ambulance Service (YAS) remains a crucial data provider, contributing ambulance service records that enhance the understanding of patient care pathways.

The Aims of CUREd+ All research using data from the CUREd+ database must be focused on one or more of these aims: -Identifying and characterising the pathways of specific cohorts of patients before they enter the UEC system and their journey through it. -Understanding factors influencing UEC entry, including when, how, and why individuals from specific cohorts access urgent and emergency care. -Analysing performance indicators and quality measures, such as response times, waiting times, and risk-adjusted mortality rates. -Investigating demand management strategies, including the role of NHS 111 and other interventions designed to reduce avoidable attendances and admissions. -Examining the use of the urgent care workforce, including nurse practitioners and advanced paramedic practitioners, to assess workforce efficiency and impact.

Data Sources CUREd+ integrates data from multiple NHS sources to provide a comprehensive view of urgent and emergency care. Key data sources include: Hospital Data: Provided by NHS England, covering Accident & Emergency, hospital admissions, outpatient care, mental health services, demographic data, and death registry records. Ambulance Service Data: Supplied by Yorkshire Ambulance Service, incorporating emergency call records, NHS 111 interactions, and electronic patient records.

Funding CUREd+ is funded by the National Institute for Health and Care Research Yorkshire and Humber Applied Research Collaboration and the Yorkshire and Humber Secure Data Environment. Additionally, the staff costs associated with managing CUREd+ and creating data extracts are recovered from research projects when data access is granted. This funding model ensures the sustainability of the database while supporting high-quality research.

Dataset type

Health and disease, Treatments/Interventions, Measurements/Tests

Dataset sub-type

Not applicable

Keywords

Provenance

Purpose of dataset collection

Administrative

Source of data extraction

EPR

Collection source setting

Secondary care - Accident and Emergency, Secondary care - In-patients, Secondary care - Outpatients, National government, Prescribing - Community pharmacy, Community

Patient pathway description

Urgent and Emergency Care

Image contrast

Not stated

Biological sample availability

None/not available

Structural Metadata

Details

Publishing frequency

Static

Version

1.0.0

Modified

19/05/2025

Citation Requirements

We gratefully acknowledge the University of Sheffield Data Connect Service, which provided data management support and the data extract from the CUREd+ Research Database, and the University of Sheffield Secure Data Services who hosted the data in the secure data environment. This work uses data provided by patients and collected by the NHS as part of their care and support. Funding for the data preparation of the CUREd+ Research Database was funded in part by the Connected Cities study, now continued through the NIHR Applied Research Collaboration and the NHS England Yorkshire & Humber Secure Data Environment. The views expressed in this paper are those of the author(s) and do not represent those of The University of Sheffield, NHSA, NHS, NIHR or the Department of Health and Social Care.

Coverage

Start date

01/04/2011

End date

30/03/2023

Time lag

Not applicable

Geographic coverage

England

Maximum age range

150

Follow-up

Unknown

Accessibility

Language

en

Alignment with standardised data models

LOCAL, OMOP

Controlled vocabulary

LOCAL, ICD10, SNOMED CT, NHS NATIONAL CODES, OPCS4

Format

Parquet, CSV

Data Access Request

Dataset pipeline status

Available

Time to dataset access

2-6 months

Access request cost

The cost of an extract varies according to the technical specifications - a quote will be provided based on the estimated time required from Data Managers, Data Scientists and Project Managers. It is likely to be between £15, 000 - £30, 000

Access method category

TRE/SDE

Access service description

Data can only be accessed within the University of Sheffield's Secure Data Services environment. Approved users will be provided with credentials and training once their device has been approved.

Jurisdiction

UK

Data use limitation

Research use only,No linkage,Research-specific restrictions

Data use requirements

Collaboration required,Ethics approval required,Geographical restrictions,Time limit on use,Disclosure control,Not for profit use,Return to database or resource,User-specific restriction

Data Controller

University of Sheffield Data Connect

Data Processor

University of Sheffield Data Connect

Dataset Types: Health and disease, Treatments/Interventions, Measurements/Tests


Collection Sources: Secondary care - Accident and Emergency, Secondary care - In-patients, Secondary care - Outpatients, National government, Prescribing - Community pharmacy, Community

Relationships: