Evidence map›Paper›PMID 40526722›Full record

ArticleDiabetic medicine : a journal of the British Diabetic Association2025

Simulation-based training significantly improved confidence and clinical skills of resident doctors in acute diabetes management.

Kalyaani Persad, Aqeelah Khatoon, Aashritha Buchipudi, Amanda Ling Jie Yee, Nevil C Philip, Angelica Sharma, Akshat Sinha, Sofia Salahuddin, Punith Kempegowda, DEVI collaboration

Abstract read
In one paragraph

Article in Diabetic medicine : a journal of the British Diabetic Association, 2025. 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
–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

3 citing papers in PubMed.

  1. Article
  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

10 authors.

Kalyaani PersadBirmingham Medical School, School of Medical Sciences, University of Birmingham, Birmingham, UK.ORCID https://orcid.org/0009-0009-1816-2909
Aqeelah KhatoonBirmingham Medical School, School of Medical Sciences, University of Birmingham, Birmingham, UK.ORCID https://orcid.org/0009-0006-4006-6954
Aashritha BuchipudiBirmingham Medical School, School of Medical Sciences, University of Birmingham, Birmingham, UK.ORCID https://orcid.org/0009-0005-9601-3977
Amanda Ling Jie YeeBirmingham Medical School, School of Medical Sciences, University of Birmingham, Birmingham, UK.ORCID https://orcid.org/0000-0001-9235-2836
Nevil C PhilipDepartment of Diabetes and Endocrinology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.ORCID https://orcid.org/0000-0001-5682-5026
Angelica SharmaNorfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK.ORCID https://orcid.org/0000-0001-8180-6388
Akshat SinhaBirmingham Medical School, School of Medical Sciences, University of Birmingham, Birmingham, UK.ORCID https://orcid.org/0000-0003-1179-1787
Sofia SalahuddinDepartment of Diabetes and Endocrinology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
Punith KempegowdaDepartment of Diabetes and Endocrinology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.ORCID https://orcid.org/0000-0003-0954-6512
DEVI collaborationApplied Health Sciences, School of Health Sciences, University of Birmingham, Birmingham, UK.

Funding

Advanced Clinician Scientist Fellowship, awarded by the National Institute for Health and Care Research (NIHR) NIHR303671Association of British Clinical Diabetologists ABCD Sanofi DKA Collaborative Project Grant
6 · The paper itself

Abstract

aimsThe joint consensus of the American Diabetes Association and the European Association for the Study of Diabetes highlights the need for practical, up-to-date training in acute diabetes care. Therefore, this session aimed to develop an applied learning intervention that identifies key gaps in acute diabetes training, assesses participants' change in confidence in managing these scenarios following the intervention and evaluates participants' satisfaction and the intervention's relevance to practice.

methodsTo design the programme, we adopted Kern's six-step curriculum development framework. Clinical experts were interviewed to assess general needs, and students and resident doctors were interviewed to assess targeted needs. The SIMBA (Simulation via Instant Messaging for Bedside Application) model was adopted to develop cases alongside generative AI and expert input. Pre- and post-session surveys assessed participants' confidence, while the latter also assessed satisfaction and relevance to practice.

results33 participants attended the session. 17 participants completed both pre- and post-session surveys and were included in the study. Simulation performance scores averaged 4.0/5 for history taking, interpretation and clinical judgement; 3.9/5 for physical examination and investigations; and 3.6/5 for management. Confidence in managing acute diabetes scenarios improved significantly (pre vs. post: 33.3% vs. 78.4%, p < 0.001). 94.1% strongly agreed the cases were relevant, and 82.3% preferred this teaching method over traditional approaches.

conclusionThe model identified the need for targeted education on physical examination, investigations and management specific to acute diabetes scenarios. Simulation-based education significantly enhances confidence and is perceived as highly relevant for training in acute diabetes management.

Indexed as

Clinical CompetenceDiabetes MellitusInternship and ResidencySimulation TrainingAdultCurriculumFemaleHumansMaleclinical diabetesDKAInpatient diabetesmedical managementprofessional education

Identifiers

PMID40526722
PMCPMC12352711

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.