Evidence map›Paper›PMID 41683311›Full record

ArticleNutrients2026

An Equity Audit of a Statewide Cardiometabolic Risk Reduction Pilot Programme for Women with a History of Gestational Diabetes.

Yuqi Dou, Jacqueline A Boyle, Jenna Van Der Velden, Jane Kwon, Carli Leishman, Elizabeth Holmes-Truscott, Kimberley L Way, Timothy Skinner, Craig Pickett, Bei Bei and 1 more

Abstract read
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In one paragraph

Article in Nutrients, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

11 authors.

Yuqi DouHealth Systems and Equity, Eastern Health Clinical School, Monash University, Box Hill, Melbourne, VIC 3128, Australia.ORCID 0000-0001-8973-717X
Jacqueline A BoyleHealth Systems and Equity, Eastern Health Clinical School, Monash University, Box Hill, Melbourne, VIC 3128, Australia.ORCID 0000-0002-3616-1637
Jenna Van Der VeldenDiabetes Victoria, Carlton, Melbourne, VIC 3053, Australia.
Jane KwonDiabetes Victoria, Carlton, Melbourne, VIC 3053, Australia.
Carli LeishmanDiabetes Victoria, Carlton, Melbourne, VIC 3053, Australia.
Elizabeth Holmes-TruscottSchool of Psychology and Institute for Health Transformation, Deakin University, Geelong, VIC 3220, Australia.ORCID 0000-0001-9139-4663
Kimberley L WayInstitute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia.ORCID 0000-0002-1999-2498
Timothy SkinnerSchool of Psychology and Institute for Health Transformation, Deakin University, Geelong, VIC 3220, Australia.ORCID 0000-0002-0018-6963
Craig PickettCentre for Epidemiology and Statistics, Melbourne School of Population and Global Health, University of Melbourne, Carlton, Melbourne, VIC 3053, Australia.
Bei BeiTurner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, VIC 3800, Australia.
Siew LimHealth Systems and Equity, Eastern Health Clinical School, Monash University, Box Hill, Melbourne, VIC 3128, Australia.ORCID 0000-0002-5333-6451

Funding

China Scholarship Council 202306010094
6 · The paper itself

Abstract

backgroundThis equity audit assessed enrolment and completion of a state-funded cardiometabolic risk-reduction programme for women with prior gestational diabetes in Victoria, Australia. The analyses compared completion rates between the standard prevention programme

methodsWomen with a history of GDM in the

resultsA total of 2261 women were included: 370 in

conclusionsThe adapted programme appeared to have reached more culturally and linguistically diverse women; however, lower completion among those experiencing disadvantage highlights the need for enhanced support and retention strategies to ensure equitable postpartum diabetes prevention.

Indexed as

Diabetes, GestationalRisk Reduction BehaviorAdultCardiometabolic Risk FactorsFemaleHumansLogistic ModelsPilot ProjectsPregnancyProgram EvaluationVictoriacompletionengagementequitygestational diabetes mellitusmigrantstype 2 diabetes

Identifiers

PMID41683311
PMCPMC12899937

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.