Evidence map›Paper›PMID 41808333›Full record

ArticleBJOG : an international journal of obstetrics and gynaecology2026

The Economic Burden of Gestational Diabetes and Body Mass Index Changes Between Pregnancies: A Retrospective Cohort Study.

Rashidul Alam Mahumud, Glynis Pauline Ross, Adam Mackie, Rachael L Morton, Kirsten I Black

Abstract read
In one paragraph

Article in BJOG : an international journal of obstetrics and gynaecology, 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

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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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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.

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4 · The record

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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.

Rashidul Alam MahumudNHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0001-9788-1868
Glynis Pauline RossDepartment of Endocrinology, Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, New South Wales, Australia.
Adam MackieDepartment of Women's Health, Neonatology and Paediatrics, Royal Prince Alfred Hospital, Sydney Local Health District, Sydney, New South Wales, Australia.
Rachael L MortonNHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
Kirsten I BlackCentral Clinical School, Faculty of Medicine and Health, and Charles Perkins Centre, University of Sydney, Sydney, New South Wales, Australia.ORCID https://orcid.org/0000-0003-0030-2431

Funding

National Health and Medical Research CouncilUniversity of Sydney
6 · The paper itself

Abstract

objectiveTo determine associations between gestational diabetes mellitus (GDM) and body mass index (BMI) change between consecutive pregnancies, and hospital length of stay (LOS) and hospital costs.

designRetrospective cohort study.

settingTwo maternity hospitals, New South Wales, Australia. POPULATION: Women with two most recent singleton births between September 2011 and April 2019.

methodsMultivariable generalised linear models assessed association between GDM status (none, first only, second only, or both pregnancies) and BMI change (loss: < -1 kg/m

main outcome measuresHospital LOS and hospital costs for the second birth.

resultsOf 11 157 women, 5% had GDM only in the first pregnancy, 9% only in the second and 8% in both. For the second birth, women with GDM in both pregnancies stayed 0.91 days longer (3.71 vs. 2.79 days) and incurred AU$1960 higher costs (AU$14680 vs. AU$12720) than those without GDM in either pregnancy. Adjusted models indicated GDM in both pregnancies was associated with a 21% longer LOS (95% CI: 16%-26%, p < 0.001) and 9% higher costs (7%-11%, p < 0.001). Large BMI gain (≥ 4 kg/m

conclusionGDM and interpregnancy BMI gain were associated with increased hospital stay and higher birthing-related hospital costs for the second birth. These findings underscore the importance of preventive strategies and supportive public health policies to reduce the burden of GDM and high BMI gain. Approaches such as nutritional counselling, lifestyle modification and physical activity programs are likely to support women planning a subsequent pregnancy after their index birth (first pregnancy or first pregnancy with GDM diagnosis).

Indexed as

Body Mass IndexCost of IllnessDiabetes, GestationalHospital CostsLength of StayAdultFemaleHumansNew South WalesPregnancyRetrospective Studiesgestational diabetes mellitushealth care costslength of stayobesityoverweight

Identifiers

PMID41808333
PMCPMC13254038

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