Evidence mapPaperPMID 41970987Full record

ArticleFrontiers in endocrinology2026

SWIIM study protocol: a pre-post study evaluating the implementation of an established pediatric diabetes management program to improve glycemic outcomes for children and young people with type 1 diabetes.

Christopher M Lawrence, Carmel E Smart, Megan Paterson, John Wiggers, Anthea Bill, Christopher Oldmeadow, Bruce R King

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Article in Frontiers in endocrinology, 2026. 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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1 · What the graph read from it

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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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Christopher M LawrenceJohn Hunter Children's Hospital, Pediatric Endocrinology and Diabetes, New Lambton Heights, NSW, Australia.
Carmel E SmartJohn Hunter Children's Hospital, Pediatric Endocrinology and Diabetes, New Lambton Heights, NSW, Australia.
Megan PatersonJohn Hunter Children's Hospital, Pediatric Endocrinology and Diabetes, New Lambton Heights, NSW, Australia.
John WiggersHunter Medical Research Institute, New Lambton Heights, NSW, Australia.
Anthea BillHunter Medical Research Institute, New Lambton Heights, NSW, Australia.
Christopher OldmeadowHunter Medical Research Institute, New Lambton Heights, NSW, Australia.
Bruce R KingJohn Hunter Children's Hospital, Pediatric Endocrinology and Diabetes, New Lambton Heights, NSW, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Most young people with type 1 diabetes (T1D) fail to achieve internationally recommended glycemic targets despite recent advances in diabetes technology and education. There is significant variability in management practices and glycemic outcomes across diabetes services, and the need for a more unified approach has been recognized. The Success with Individualized Insulin Management (SWIIM) program, developed at John Hunter Children's Hospital (JHCH) in New South Wales (NSW), Australia, has demonstrated glycemic outcomes among the best reported nationally for pediatric diabetes. However, its feasibility and effectiveness have not been tested. Objective: This study aimed to evaluate the implementation of SWIIM across metropolitan and non-metropolitan healthcare settings in NSW, assessing its feasibility, cost-effectiveness, and impact on clinical outcomes. Methods: A pre-post-implementation study will be conducted in three hospitals: two non-metropolitan sites in the Mid-North Coast Local Health District (MNCLHD) and one metropolitan site in the Nepean Blue Mountains Local Health District (NBMLHD). An education program will be delivered to clinicians with written resources and clinical support. All children and young people aged 0-18 years with T1D receiving care at these sites receive SWIIM for diabetes management. Data will be collected over an 18-month implementation period with retrospective pre-intervention data for comparison. The primary outcome was the change in HbA1c levels over the implementation period. Secondary outcomes included continuous glucose monitoring (CGM) metrics, insulin therapy modality, adherence to complication screening, hospitalization rates, and program feasibility indicators. Acceptability will be assessed using validated patient- and clinician-reported measures. A cost-effectiveness analysis will be performed to determine the financial impact of implementing the SWIIM over standard care. Discussion: This study aims to evaluate the implementation of a structured, evidence-based pediatric diabetes management program in diverse Australian health service contexts. If successful, SWIIM could provide a scalable and sustainable model of care that improves outcomes and healthcare delivery for pediatric T1D.

Indexed as

Diabetes Mellitus, Type 1Glycemic ControlHypoglycemic AgentsInsulinAdolescentBlood GlucoseChildChild, PreschoolCost-Benefit AnalysisCost-Effectiveness AnalysisDisease ManagementFemaleGlycated HemoglobinHumansInfantInfant, NewbornBlood GlucoseGlycated HemoglobinHypoglycemic AgentsInsulindiabetesdiabetes educationdiabetes managementimplementation sciencepediatric diabetes care

Identifiers

PMID41970987
PMCPMC13062189

What Socratic 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 Socratic graph.