Evidence map›Paper›PMID 42211012›Full record

ArticleInternational journal of population data science2026

Cohort profile: Creation of an e-cohort to Address the Evaluation of Population Secondary Prevention Quality and Outcomes Post-Stroke (ESP-QOPS) in Wales.

Daniel King, Elizabeth A Ellins, Hywel T Evans, Nicholas R Evans, Mike Gravenor, Julian Halcox, Jonathan Hewitt, Manju Krishnan, Barry McDonnell, Keeron Stone and 2 more

Abstract read
In one paragraph

Article in International journal of population data science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Daniel KingSwansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Singleton Park, Swansea, UK, SA2 8PP.
Elizabeth A EllinsSwansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Singleton Park, Swansea, UK, SA2 8PP.
Hywel T EvansSwansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Singleton Park, Swansea, UK, SA2 8PP.
Nicholas R EvansDepartment of Clinical Neurosciences, University of Cambridge, Cambridge, UK, CB2 0QQ.
Mike GravenorSwansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Singleton Park, Swansea, UK, SA2 8PP.
Julian HalcoxSwansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Singleton Park, Swansea, UK, SA2 8PP.
Jonathan HewittDepartment of Population Medicine, Cardiff University, Cardiff, UK, CF10 3AT.
Manju KrishnanSwansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Singleton Park, Swansea, UK, SA2 8PP.
Barry McDonnellCentre for Cardiovascular Research, Innovation and Development (CURIAD), Cardiff Metropolitan University, Llandaff Campus, Western Avenue, Cardiff, UK, CF5 2YB.
Keeron StoneCentre for Cardiovascular Research, Innovation and Development (CURIAD), Cardiff Metropolitan University, Llandaff Campus, Western Avenue, Cardiff, UK, CF5 2YB.
Daniel E HarrisSwansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Singleton Park, Swansea, UK, SA2 8PP.
Ashley AkbariSwansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Singleton Park, Swansea, UK, SA2 8PP.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Secondary prevention of stroke requires effective cardiovascular risk factor (RF) management, including blood pressure control, lipid lowering treatment and antithrombotic therapy to reduce the risk of recurrent stroke. Optimal management of risk factors is challenging in older, frailer people, who also have worse outcomes after a stroke. There is limited evidence evaluating secondary prevention quality and outcomes in frail populations. To understand the trends (and factors associated with inequity) in the provision of RF management we developed the 'Evaluation of Population Secondary Prevention Quality and Outcomes Post-Stroke (ESP-QOPS) in Wales' e-cohort. The aims of this project include describing (i) the provision of post-stroke evidence-based risk factor management (ii) trends in frailty and outcomes, and (iii) evaluating the impact of suboptimal risk factor provision on adverse outcomes stratified by frailty status. Participants: We identified 71,696 patients with a first recorded stroke diagnosis in primary or secondary care between 2010-2023 in Wales. Findings to Date: The incidence of stroke gradually increased from 4,968 to 5,391 patients per year between 2010-2023, with 70% of diagnoses made in the secondary care setting. Of diagnoses made in primary care, less than 20% were subsequently admitted to secondary care.

Indexed as

Secondary PreventionStrokeAgedAged, 80 and overCohort StudiesFemaleHeart Disease Risk FactorsHumansIncidenceMaleRisk FactorsWalescardiovascular diseasepopulation healthsecondary preventionstroke

Identifiers

PMID42211012
PMCPMC13213898

What OpenQuestion holds

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Registered trials

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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.