Evidence map›Paper›PMID 42112948›Full record

ArticleInternational journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics2026

Rate of cesarean delivery among patients with class III obesity at term based on body mass index: A retrospective cohort study.

Emily R Root, Brittany A Myers, Jeremy T Gaskins, Anish Mukherjee, Rebecca C Pierson, Edward E Miller, Jessica Kline

Abstract read
In one paragraph

Article in International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Rate of cesarean delivery among patients with class III obesity at term based on body mass index: A retrospective cohort study.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    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

7 authors.

Emily R RootDepartment of Obstetrics and Gynecology, Baylor College of Medicine, Houston, TX, USA.ORCID https://orcid.org/0000-0001-9608-826X
Brittany A MyersDepartment of Obstetrics and Gynecology, Baylor College of Medicine, Houston, TX, USA.
Jeremy T GaskinsDepartment of Bioinformatics and Biostatistics, University of Louisville, Louisville, Kentucky, USA.ORCID https://orcid.org/0000-0002-6284-3404
Anish MukherjeeDepartment of Bioinformatics and Biostatistics, University of Louisville, Louisville, Kentucky, USA.
Rebecca C PiersonDepartment of Obstetrics, Gynecology and Women's Health, University of Louisville, Louisville, Kentucky, USA.ORCID https://orcid.org/0000-0002-6688-8829
Edward E MillerDivision of Maternal Fetal Medicine, Department of Obstetrics, Gynecology and Women's Health, University of Louisville, Louisville, Kentucky, USA.
Jessica KlineDepartment of Obstetrics, Gynecology and Women's Health, University of Louisville, Louisville, Kentucky, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThis study investigates the risk of cesarean delivery based on body mass index (BMI) in patients with class III obesity who undergo induction of labor.

methodThis was a retrospective cohort study set in a university hospital. Study participants included patients presenting for delivery at term with class III obesity at the time of admission. A retrospective chart review was conducted of patients with a pre-delivery BMI ≥40 who delivered between May 2016 and December 2020 at a single institution. Patients were divided into the following BMI groups: 40-44.9, 45-49.99, 50-59.99, ≥60. Demographic and other clinical features were analyzed using analysis of variance and Fisher tests across BMI groups. Rates of labor induction and cesarean delivery (CD) were further analyzed by logistic regression.

resultsWe identified 1010 patients with pre-pregnancy BMI ≥40 who delivered in the study period, of whom 497 met the study criteria. The median BMI in this population was 43.9 (interquartile range: 41.8-48.5, range 40.0-92.9). Twenty-seven percent of patients who underwent an induction of labor (IOL) delivered via CD compared to 12% for patients who presented in spontaneous labor. There were higher rates of induction seen in patients as BMI increased, but this effect was not seen in patients with BMI 60 or higher. The rate of CD was increased in patients who underwent IOL (P = 0.0332). This finding was only seen for those undergoing an elective IOL (P = 0.0088) but not a medically indicated IOL (P = 0.3588).

conclusionRates of induction of labor are higher in patients with higher BMI. In our cohort, those who underwent elective IOL were more likely to deliver via CD. Further study is needed to evaluate outcomes for patients with a BMI of 60 and greater, and more clarity is needed around recommendations for timing of elective induction of labor in patients with class III obesity.

Indexed as

Body Mass IndexCesarean SectionLabor, InducedObesityObesity, MorbidPregnancy ComplicationsAdultFemaleHumansPregnancyRetrospective Studiescesarean sectioninduction of laborobesitypregnancy

Identifiers

PMID42112948
PMCPMC13674836

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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.