Evidence map›Paper›PMID 40934513›Full record

ArticleJMIR diabetes2025

Digital Innovation and Integrated Care in People With Diabetes in Western Sydney: Retrospective Cohort Study.

Ummul Mahfuza, Gideon Meyerowitz-Katz, Riham Abdulla Rasheed, Helen Dick, Glen Maberly, Rajini Jayaballa

Abstract read
In one paragraph

Article in JMIR diabetes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

6 authors.

Ummul MahfuzaWestern Sydney Diabetes, New South Wales, Australia.ORCID https://orcid.org/0009-0007-7108-4562
Gideon Meyerowitz-KatzWestern Sydney Diabetes, New South Wales, Australia.ORCID https://orcid.org/0000-0002-1156-9345
Riham Abdulla RasheedWestern Sydney Diabetes, New South Wales, Australia.ORCID https://orcid.org/0009-0004-3641-4093
Helen DickWestern Sydney Diabetes, New South Wales, Australia.ORCID https://orcid.org/0009-0000-8882-6285
Glen MaberlyWestern Sydney Diabetes, New South Wales, Australia.ORCID https://orcid.org/0000-0002-1725-7094
Rajini JayaballaWestern Sydney Diabetes, New South Wales, Australia.ORCID https://orcid.org/0000-0002-9078-6806

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic catalyzed the adoption of digital technologies in health care. This study assesses a digital-first integrated care model for type 2 diabetes management in Western Sydney, using continuous glucose monitoring (CGM) and virtual Diabetes Case Conferences (DCC) involving the patient, general practitioner (GP), diabetes specialist, and diabetes educator at the same time.

objectiveThis study aims to assess the effectiveness of the innovative diabetes clinics in Western Sydney.

methodsIn 2020, a total of 833 new patients with type 2 diabetes were seen at Western Sydney Diabetes (WSD) clinics. An early cohort of 103 patients was evaluated before and after participation in virtual DCC, incorporating CGM data analysis, digital educational resources, and remote consultations with a diabetes multidisciplinary team. Assessments were conducted at baseline and 3-4 months post DCC.

resultsThe integration of CGM and virtual consultations significantly improved glycemic control. Hemoglobin A

conclusionsOur findings demonstrate the effectiveness of a digitally enabled integrated care model in managing type 2 diabetes. The use of CGM technology, complemented by virtual DCCs and digital educational tools, not only facilitated better disease management and patient engagement but also empowered primary care providers with advanced management capabilities. This digital approach addresses traditional barriers in diabetes care, highlighting the potential for scalable, technology-driven solutions in chronic disease management.

Indexed as

adoptionAustraliaCGMchronic disease managementcohortcontinuous glucose monitoringdaily insulin dosediabetesdiabetes educatordiabetes managementdiabetes specialistdigital innovationdigital technologiesdisease managementeffectivenessglucose monitoringinsulinintegrated carepatient engagementprimary careT2DMtype 2 diabetestype 2 diabetes carevirtual consultations

Identifiers

PMID40934513
PMCPMC12466306

What OpenQuestion holds

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LicenceCC BY
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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.