Evidence map›Paper›PMID 33821695›Full record

ArticleJournal of the Royal Society of Medicine2021

Associations between attainment of incentivised primary care indicators and emergency hospital admissions among type 2 diabetes patients: a population-based historical cohort study.

Laura H Gunn, Ailsa J McKay, Mariam Molokhia, Jonathan Valabhji, German Molina, Azeem Majeed, Eszter P Vamos

Abstract read
In one paragraph

Article in Journal of the Royal Society of Medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Banting memorial lecture 2025: Aligning clinical practice, policy and research.Diabetic medicine : a journal of the British Diabetic Association · 2026
    Article
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  5. Article
  6. Review
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  8. COVID-19: the silenced voices of the pandemic that must be heard.Journal of the Royal Society of Medicine · 2021
    Article
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

7 authors.

Laura H GunnDepartment of Public Health Sciences, 14727University of North Carolina at Charlotte, Charlotte, NC 28223, USA.ORCID https://orcid.org/0000-0003-3962-4526
Ailsa J McKayDepartment of Primary Care and Public Health, 4615Imperial College London, London W6 8RP, UK.
Mariam MolokhiaDepartment of Population Health Sciences, King's College London, London SE1 1UL, UK.
Jonathan ValabhjiNHS England and NHS Improvement, London SE1 6LH, UK.
German MolinaDepartment of Primary Care and Public Health, 4615Imperial College London, London W6 8RP, UK.
Azeem MajeedDepartment of Primary Care and Public Health, 4615Imperial College London, London W6 8RP, UK.ORCID https://orcid.org/0000-0002-2357-9858
Eszter P VamosDepartment of Primary Care and Public Health, 4615Imperial College London, London W6 8RP, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesEngland has invested considerably in diabetes care over recent years through programmes such as the Quality and Outcomes Framework and National Diabetes Audit. However, associations between specific programme indicators and key clinical endpoints, such as emergency hospital admissions, remain unclear. We aimed to examine whether attainment of Quality and Outcomes Framework and National Diabetes Audit primary care diabetes indicators is associated with diabetes-related, cardiovascular, and all-cause emergency hospital admissions.

designHistorical cohort study.

settingA total of 330 English primary care practices, 2010-2017, using UK Clinical Practice Research Datalink.

participantsA total of 84,441 adults with type 2 diabetes.

main outcome measuresThe primary outcome was emergency hospital admission for any cause. Secondary outcomes were (1) diabetes-related and (2) cardiovascular-related emergency admission.

resultsThere were 130,709 all-cause emergency admissions, 115,425 diabetes-related admissions and 105,191 cardiovascular admissions, corresponding to unplanned admission rates of 402, 355 and 323 per 1000 patient-years, respectively. All-cause hospital admission rates were lower among those who met HbA1c and cholesterol indicators (incidence rate ratio = 0.91; 95% CI 0.89-0.92;

conclusionsAttaining Quality and Outcomes Framework-defined diabetes intermediate outcome thresholds, and comprehensive completion of care processes, may translate into considerable reductions in emergency hospital admissions. Out-of-hospital diabetes care optimisation is needed to improve implementation of core interventions and reduce unplanned admissions.

Indexed as

Emergency Medical ServicesHospitalizationHospitalsMotivationQuality Indicators, Health CareAgedAged, 80 and overBlood PressureCardiovascular DiseasesCholesterolCohort StudiesDiabetes Mellitus, Type 2EmergenciesEnglandFemaleGlycated HemoglobinCholesterolGlycated Hemoglobinemergency hospital admissionsNational Diabetes AuditQuality and Outcomes FrameworkType 2 diabetes

Identifiers

PMID33821695
PMCPMC8212548

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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.