ArticleWellcome open research2022
Connected Bradford: a Whole System Data Linkage Accelerator.
Article in Wellcome open research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
38 citing papers in PubMed.
- Comparative social costs of six early years disadvantages: a birth cohort microsimulation study.Journal of epidemiology and community health · 2026Article
- Early-life infections and life course health and disease in the EU child cohort network.European journal of epidemiology · 2026Article
- Development and evaluation of the electronic frailty index+ (eFI+) tool for older people: prognostic prediction modelling with integrated decision curve and health economic analysis.Health technology assessment (Winchester, England) · 2026Observational
- Routine data are not 'dirty' data: how to approach using routine data for research.BMJ health & care informatics · 2026Article
- Article
- Development, external validation and integration into clinical workflow of machine learning models to support pre-operative assessment in the UK.Anaesthesia · 2026Article
- School readiness as a signal of attention-deficit hyperactivity disorder: a population-based cohort study highlighting structural inequalities.Archives of disease in childhood · 2026Article
- Emergency department attendance by callers to NHS111 who end the call prior to triage: A time-to-event-analysis.PloS one · 2026Article
- Identifying local priorities for research with linked routine data: an online workshop method.International journal of population data science · 2026Article
- Harnessing routinely collected data for the evaluation of early years interventions: insights from a scoping review of evaluation studies.International journal of population data science · 2026Article
- Mapping ActEarly: Using a child health map to evaluate a City Collaboratory programme on early promotion of good health and wellbeing.PloS one · 2026Article
- Complex mental health difficulties: a mixed-methods study in primary care.The British journal of general practice : the journal of the Royal College of General Practitioners · 2026Article
- Opportunities and challenges of a population health management approach for improving young people's mental health.European journal of public health · 2025Article
- Quality and outcomes framework achievement and unplanned admissions for cardiovascular disease.BMC health services research · 2025Article
- A good move for health?: Analyzing urban exposure trajectories of residential relocation and mental health in populations in Bradford.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Impact of an urban city-wide Bradford clean air plan on health service use and nitrogen dioxide 24 months after implementation: An interrupted time series analysis.Environmental research · 2025Article
- Development and external validation of the electronic frailty index 2 using routine primary care electronic health record data.Age and ageing · 2025Article
- Exploring the implementation of a data trust committee: a qualitative evaluation of processes and practices.Research involvement and engagement · 2025Article
- Identifying primary-care features associated with complex mental health difficulties.PloS one · 2025Article
- Creating a learning health system to include environmental determinants of health: The GroundsWell experience.Learning health systems · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The richness of linked population data provides exciting opportunities to understand local health needs, identify and predict those in most need of support and evaluate health interventions. There has been extensive investment to unlock the potential of clinical data for health research in the UK. However, most of the determinants of our health are social, economic, education, environmental, housing, food systems and are influenced by local authorities. The Connected Bradford Whole System Data Linkage Accelerator was set up to link health, education, social care, environmental and other local government data to drive learning health systems, prevention and population health management. Data spanning a period of over forty years has been linked for 800,000 individuals using the pseudonymised NHS number and other data variables. This prospective data collection captures near real time activity. This paper describes the dataset and our Connected Bradford Whole System Data Accelerator Framework that covers public engagement; practitioner and policy integration; legal and ethical approvals; information governance; technicalities of data linkage; data curation and guardianship; data validity and visualisation.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.