Evidence map›Paper›PMID 38664727›Full record

Trial reportBMC primary care2024

Uptake of self-management education programmes for people with type 2 diabetes in primary care through the embedding package: a cluster randomised control trial and ethnographic study.

Melanie J Davies, Danielle H Bodicoat, Alan Brennan, Simon Dixon, Helen Eborall, Agnieszka Glab, Laura J Gray, Michelle Hadjiconstantinou, Lisa Huddlestone, Nicky Hudson and 9 more

Open access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in BMC primary care, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
2.1field-weighted citation impact, top 12% of its field
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

3 citing papers in PubMed, 6 citations in OpenAlex.

  1. Trial
  2. Article
  3. 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

19 authors at 9 institutions in 2 countries.

Melanie J DaviesLeicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK. melanie.davies@uhl-tr.nhs.uk.
Danielle H BodicoatIndependent researcher, Leicester, LE7 3SX, UK.
Alan BrennanSchool of Health and Related Research, University of Sheffield, Regent Court (ScHARR), 30 Regent Street, Sheffield, S1 4DA, UK.
Simon DixonSchool of Health and Related Research, University of Sheffield, Regent Court (ScHARR), 30 Regent Street, Sheffield, S1 4DA, UK.
Helen EborallUsher Institute, Old Medical School, The University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, UK.
Agnieszka GlabLeicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
Laura J GrayNIHR Leicester Biomedical Research Centre, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
Michelle HadjiconstantinouLeicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
Lisa HuddlestoneDepartment of Health Sciences, University of York, Seebohm Rowntree Building, Heslington, YO10 5DD, York, UK.
Nicky HudsonSchool of Applied Health Sciences, De Montfort University, The Gateway, Leicester, LE1 9BH, UK.
Anju KeetharuthSchool of Health and Related Research, University of Sheffield, Regent Court (ScHARR), 30 Regent Street, Sheffield, S1 4DA, UK.
Kamlesh KhuntiLeicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
Graham MartinTHIS Institute, University of Cambridge, Clifford Allbutt Building, Cambridge Biomedical Campus, Cambridge, CB2 0AH, UK.
Alison NorthernLeicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
Rebecca PritchardLeicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
Sally SchrederLeicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4PW, UK.
Jane SpeightThe Australian Centre for Behavioural Research in Diabetes, 570 Elizabeth Street, Melbourne, VIC, 3000, Australia.
Jackie SturtFlorence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, Strand, London, WC2R 2LS, UK.
Jessica TurnerSchool of Applied Health Sciences, De Montfort University, The Gateway, Leicester, LE1 9BH, UK.
University of Leicester · GBUniversity of Sheffield · GBDe Montfort University · GBDeakin University · AUKing's College London · GBLeicester General Hospital · GBThe Queen's Medical Research Institute · GBUniversity of Cambridge · GBUniversity of York · GB

Funding

National Institute for Health and Care Research RP-PG-1212-20004
6 · The paper itself

Abstract

backgroundSelf-management education programmes are cost-effective in helping people with type 2 diabetes manage their diabetes, but referral and attendance rates are low. This study reports on the effectiveness of the Embedding Package, a programme designed to increase type 2 diabetes self-management programme attendance in primary care.

methodsUsing a cluster randomised design, 66 practices were randomised to: (1) a wait-list group that provided usual care for nine months before receiving the Embedding Package for nine months, or (2) an immediate group that received the Embedding Package for 18 months. 'Embedders' supported practices and self-management programme providers to embed programme referral into routine practice, and an online 'toolkit' contained embedding support resources. Patient-level HbA1c (primary outcome), programme referral and attendance data, and clinical data from 92,977 patients with type 2 diabetes were collected at baseline (months - 3-0), step one (months 1-9), step 2 (months 10-18), and 12 months post-intervention. An integrated ethnographic study including observations, interviews, and document analysis was conducted using interpretive thematic analysis and Normalisation Process Theory.

resultsNo significant difference was found in HbA1c between intervention and control conditions (adjusted mean difference [95% confidence interval]: -0.10 [-0.38, 0.18] mmol/mol; -0.01 [-0.03, 0.02] %). Statistically but not clinically significantly lower levels of HbA1c were found in people of ethnic minority groups compared with non-ethnic minority groups during the intervention condition (-0.64 [-1.08, -0.20] mmol/mol; -0.06% [-0.10, -0.02], p = 0.004), but not greater self-management programme attendance. Twelve months post-intervention data showed statistically but not clinically significantly lower HbA1c (-0.56 [95% confidence interval: -0.71, -0.42] mmol/mol; -0.05 [-0.06, -0.04] %; p < 0.001), and higher self-management programme attendance (adjusted odds ratio: 1.13; 95% confidence interval: 1.02, 1.25; p = 0.017) during intervention conditions. Themes identified through the ethnographic study included challenges for Embedders in making and sustaining contact with practices and providers, and around practices' interactions with the toolkit.

conclusionsBarriers to implementing the Embedding Package may have compromised its effectiveness. Statistically but not clinically significantly improved HbA1c among ethnic minority groups and in longer-term follow-up suggest that future research exploring methods of embedding diabetes self-management programmes into routine care is warranted.

trial registrationISRCTN23474120, registered 05/04/2018.

Indexed as

Diabetes Mellitus, Type 2Glycated HemoglobinPatient Education as TopicPrimary Health CareSelf-ManagementAgedAnthropology, CulturalFemaleHumansMaleMiddle AgedGlycated HemoglobinImplementationPrimary careSelf-management educationStructured educationType 2 diabetes mellitus

Identifiers

PMID38664727
PMCPMC11046789
OpenAlexW4395480175

What OpenQuestion holds

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LicenceCC BY
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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.