Evidence map›Paper›PMID 41931303›Full record

ArticleDiabetic medicine : a journal of the British Diabetic Association2026

Real-world completion of diabetes self management education and its impact on patient-reported outcomes: A scoping review.

Gemma Lewis, David M Hughes, Greg Irving, John Wilding, Kevin Hardy

Abstract readScoping Review
In one paragraph

Article in Diabetic medicine : a journal of the British Diabetic Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Trial
  2. 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

5 authors.

Gemma LewisDepartment of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK.
David M HughesDepartment of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool, UK.
Greg IrvingHealth Research Institute, Edge Hill University, Ormskirk, UK.
John WildingDepartment of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK.
Kevin HardyDepartment of Diabetes and Endocrinology, St Helens Hospital, Mersey and West Lancashire Teaching Hospitals NHS Trust, St Helens, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsDiabetes self management education (DSME) is recommended for type 2 diabetes, with completion widely accepted as ≥60% engagement. This review utilising PRISMA extension for scoping reviews maps the literature on the impact of full and partial completion of DSME on patient-reported outcomes (PROMs) versus a control.

methodsCore search terms for type 2 diabetes were combined with DSME and PROMs (self care, diabetes distress and QOL) using the AND Boolean operator. Searches of CINAHL, MEDLINE and EMBASE 1 February, 2024, were checked September 2025. No restrictions were applied to study quality, location or sex. We examined quantitative studies comparing outcomes based on DSME completion [100%] vs. control [0%] vs. partial completion [1%-99%]. Studies employing ITT analyses or pre-post designs without controls were excluded to focus on outcomes by programme completion.

resultsDatabases yielded 1307 records with an additional 12 through hand-searching key journals, reference lists and websites. Twenty-four records met inclusion criteria. No studies reported outcomes for partial DSME completion. Evidence suggests 100% DSME completion improves self management skills and QOL over 3-6 months, with greater gains in self care behaviours and mental health-related QOL. Medication adherence and physical health improved less consistently.

conclusionsEvidence of short-term improvements in self management skills and QOL was constrained by programme heterogeneity, methodological variability and predominantly high-income settings. Evidence supporting sustained benefits beyond 6-12 months is limited and impact on diabetes distress is uncertain. No studies reported the effectiveness of partial completion of DSME on PROMs, despite a widely accepted benchmark suggesting ≥60% engagement constitutes completion.

Indexed as

Diabetes Mellitus, Type 2Patient Education as TopicPatient Reported Outcome MeasuresSelf-ManagementHumansQuality of LifeSelf Carediabetespatient education as topicpatient‐reported outcome measuresscoping reviewself management

Identifiers

PMID41931303
PMCPMC13643630

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.