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ArticleActa obstetricia et gynecologica Scandinavica2021

Association between utilization and quality of antenatal care with stillbirths in four tertiary hospitals in a low-income urban setting.

George N Gwako, Fredrick Were, Moses M Obimbo, John Kinuthia, Onesmus W Gachuno, Peter B Gichangi

Open access · bronzeAbstract readMulticenter Study
In one paragraph

Article in Acta obstetricia et gynecologica Scandinavica, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
1.3field-weighted citation impact, top 19% of its field
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 11 citations in OpenAlex.

  1. Perinatal mortality in eastern Africa: A systematic review and meta-analysis.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Pooled it
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  5. Review
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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 at 1 institution in 1 country.

George N GwakoDepartment of Obstetrics & Gynecology, University of Nairobi, Nairobi, Kenya.ORCID 0000-0001-7245-8959
Fredrick WereDepartment of Paediatrics and Childhealth, University of Nairobi, Nairobi, Kenya.
Moses M ObimboDepartment of Obstetrics & Gynecology, University of Nairobi, Nairobi, Kenya.
John KinuthiaDepartment of Obstetrics & Gynecology, University of Nairobi, Nairobi, Kenya.
Onesmus W GachunoDepartment of Obstetrics & Gynecology, University of Nairobi, Nairobi, Kenya.
Peter B GichangiDepartment of Human Anatomy, University of Nairobi, Nairobi, Kenya.
University of Nairobi · KE

Funding

Partnership for Health Research Training in Kenya (P-HERT)D43TW010141 · FIC · UNIVERSITY OF NAIROBI · PI WAMALWA, DALTON CHEKOKO · 2015 to 2019
$3.2M
Health-Professional Education Partnership Initiative (HEPI) - KenyaR25TW011212 · FIC · UNIVERSITY OF NAIROBI · PI NDUATI, RUTH WANJIRU, WAMALWA, DALTON CHEKOKO · 2018 to 2022
$3.2M
FIC NIH HHS D43 TW010141FIC NIH HHS R25 TW011212
6 · The paper itself

Abstract

introductionAbout 2.6 million stillbirths per year occur globally with 98% occurring in low- and middle-income countries including Kenya, where an estimated 35 000 stillbirths occur annually. Most studies have focused on the direct causes of stillbirth. The aim of this study was to determine the association between antenatal care utilization and quality with stillbirth in a Kenyan set up. This information is key when planning strategies to reduce the stillbirth burden. MATERIAL AND

methodsThis was a case-control study in four urban tertiary hospitals carried out between August 2018 and April 2019. A total of 214 women with stillbirths (cases) and 428 with livebirths (controls) between 28 and 42 weeks were enrolled. Information was obtained through interviews and data abstracted from medical records. Antenatal care utilization was assessed by the proportions of women not attending antenatal care; booking first antenatal care visit in first trimester and not making the requisite four antenatal care visits. Quality of antenatal care was assessed using individual surrogate indicators (antenatal profile testing, weight/blood pressure/urinalysis testing in each antenatal visit, utilization of early obstetric ultrasound, completeness of antenatal records) and a codified indicator made up of seven parameters (attending antenatal care, booking first antenatal care in the first trimester, making four or more antenatal visits, having all antenatal profile tests, having a complete antenatal record, having blood pressure and weight measured at all visits). The association between antenatal care utilization and quality with stillbirth was assessed using univariate and multivariate analysis using logistic regression. Statistical significance was defined as a two-tailed P value ≤ .05.

resultsWomen with stillbirth were likely to have a parity ≥4 (19.6% vs 12.6%, P = .02), have an obstetric complication (36% vs 8.6%, P = .001) and have a medical disorder (5.6% vs 1.6%, P = .01). The odds of a stillbirth were four times higher among those who did not attend antenatal care ( odds ratio [OR] 4.1, 95% confidence interval [CI] 1.6-10, P < .003). Compared with four antenatal care visits, those who had one or two visits had higher odds of a stillbirth: OR 2.96 (95% CI 1.4-6.1), P = .003, and OR 2.9 (95% CI 1.7-5), P = .003, respectively. As per the individual surrogate indicators, the likelihood of a stillbirth was lower in women who received good quality antenatal care: Hemoglobin testing (OR 0.6, 95% CI 0.4-0.8, P = .03), blood group test (OR 0.4, 95% CI 0.2-0.6, P < .001), HIV test (OR 0.3, 95% CI 0.2-0.5, P = .001), venereal disease research laboratory test (OR 0.2, 95% CI 0.1-0.4, P = .001), weight measurement (OR 0.7, 95% CI 0.5-1.0, P = .047). As per the composite indicator, the quality of antenatal care was poor across the board and there was no association between this surrogate indicator and stillbirth.

conclusionsLack of antenatal care, attending fewer than four antenatal visits and poor quality antenatal care as measured by surrogate indicators were significantly associated with stillbirth. In addition, women with low education level, obstetric complications, multiparity and medical complications had a significantly higher likelihood of stillbirth. Improving the utilization of four or more antenatal visits and the quality of antenatal care can reduce the risk of stillbirth.

Indexed as

AdultCase-Control StudiesFemaleHumansKenyaParityPregnancyPregnancy ComplicationsPrenatal CareRisk FactorsStillbirthTertiary Care CentersUtilization ReviewKenyalow- and middle-income countriesprenatal carequality of antenatal carestillbirth

Identifiers

PMID32648596
PMCPMC10652915
OpenAlexW3041049091

What OpenQuestion holds

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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 OpenQuestion graph.