Evidence map›Paper›PMID 41469660›Full record

SynthesisReproductive health2025

Maternal near miss incidence ratio, its causes and risk factors in East Africa: a systematic review and meta-analysis.

Alehegn Bishaw Geremew, Claire T Roberts, Shahid Ullah, Ayal Debie, Jacqueline H Stephens

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Reproductive health, 2025. 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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0citing papers in PubMed
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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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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Alehegn Bishaw GeremewFlinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, South Australia. gere0007@flinders.edu.au.
Claire T RobertsFlinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, South Australia.
Shahid UllahFlinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, South Australia.
Ayal DebieFlinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, South Australia.
Jacqueline H StephensFlinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, South Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMaternal Near-Miss (MNM) is a woman who nearly dies but survives complications during pregnancy, childbirth, or 42 days following termination of pregnancy. MNM has emerged as a proxy indicator for the quality of maternal health services. For every maternal death, there are 20-30 MNM cases. However, there is a dearth of comprehensive evidence on MNM according to the WHO's MNM approach, as well as inconsistencies in risk factors from primary studies. Hence, we conducted a systematic review and meta-analysis on the maternal near-miss incidence ratio, causes, and risk factors in East Africa.

methodsThe review was conducted according to PRISMA 2020 checklist guidelines. Studies were identified from MEDLINE, Scopus, CNIAHL, PsycINFO, ProQuest, Web of Science, Emcare, and Google Scholar. Random-effect meta-analyses were conducted to produce pooled estimates. Further, an influential leave-one-out sensitivity analyses were conducted to investigate the impact of each study on the pooled estimates.

resultsThirty-nine primary studies on the MNM incidence ratio and/or causes and/or factors associated with MNM were included. The pooled MNM incidence ratio was 37.12 per 1,000 live births (95% CI: 20.22-54.03), ranging from 12 per 1,000 live births in Kenya to 53 per 1,000 live births in Ethiopia. The pooled proportion of direct causes of MNM were as follows: obstetric haemorrhage 29.9% (95%CI: 25.7%-34%), hypertensive disorder of pregnancy 27.8% (95%CI: 22.3%-33.3%), uterine rupture 13.8% (95%CI: 7.9%-19.6%), sepsis 9.9% (95%CI: 7.1-12.8%), abortion complications 8.1% (95%CI: 5.9%-10.3%), and ectopic pregnancy 7.3% (95%%CI: 3.1-11.5%). Several factors were significantly associated with MNM. Low-income women had higher odds of MNM (AOR 2.95, 95% CI: 1.28-4.61), while employed women had lower odds (AOR 0.53, 95% CI: 0.21-0.81). Parity ≥ 5 (AOR 1.65, 95% I: 1.14-2.16), history of abortion (AOR 1.63, 95%CI: 1.04-2.22), history of pregnancy complications (AOR 4.09, 95%CI: 1.43-6.78), history of cesarean section (CS) (AOR = 5.04, 95%CI: 3.17-6.90), lack of antenatal care (AOR 2.91, 95%CI: 2.02-3.78), lack of birth preparedness and complication readiness (AOR 4.18, 95%CI: 2.64-5.72), and long distance to health facility (AOR 3.06, 95%CI:1.09-5.03) were positively associated with MNM. Conversely, women admitted by provider referral had lower odds of MNM (AOR 0.31, 95% CI: 0.07-0.55).

conclusionsThe MNM incidence ratio in East Africa was high. Obstetric haemorrhage, hypertensive disorder of pregnancy, and uterine rupture were the three leading obstetric causes of MNM. Income, employment status, parity, ANC, history of CS, and distance to health facilities were found to be associated with MNM. Policymakers and healthcare workers need to consider these identified risk factors in interventions aimed at improving maternal health.

Indexed as

Maternal MortalityNear Miss, HealthcarePregnancy ComplicationsAfrica, EasternFemaleHumansIncidencePregnancyRisk FactorsEast africaMaternal healthMeta-analysisMorbidityObstetricPregnancy complication

Identifiers

PMID41469660
PMCPMC12755025

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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.