SynthesisBMC public health2022
A systematic review of individual and ecological determinants of maternal mortality in the world based on the income level of countries.
Synthesis in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 3 of them syntheses that pooled 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.
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.
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Who cites it
17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 22 citations in OpenAlex.
- What do we talk about when we talk about ecological determinants of health? A systematic review.BMC public health · 2026Pooled it
- Prevalence of postpartum depression in the COVID-19 pandemic and associated factors: systematic review and meta-analysis.BMC pregnancy and childbirth · 2026Pooled it
- Severe maternal outcomes and their underlying causes in Ethiopia. Systematic review and meta-analysis.Women's health (London, England)Pooled it
- Maternal Mortality in Nepal: Identifying High-Risk Groups Through Census Data.Journal of community health · 2026Article
- Autopsy-Based Insights Into Maternal Mortality: A Retrospective Study From a Tertiary Care Center in North India.Cureus · 2026Article
- Maternal mortality rates for Indigenous and Afro/Colombian groups in Colombia: an ecological study.International journal for equity in health · 2026Article
- Postpartum family planning education during prenatal care: a cross-sectional study using descriptive statistics in Barrero, Dominican Republic.Frontiers in global women's health · 2026Article
- Applying human-centered design to identify needs and generate recommendations to inform an integrated maternal health demonstration model.Frontiers in public health · 2026Article
- Maternal mortality ratios in Southeast Asia (1990-2021): trends, disparities, and projections through 2050 based on the global burden of disease 2021, with reference to SDG 3.1.BMC pregnancy and childbirth · 2025Article
- The maternal and child mortality in the Middle East and North Africa between 2000 and 2020: the role of health financing.Global health research and policy · 2025Article
- Application of the random forest algorithm to predict skilled birth attendance and identify determinants among reproductive-age women in 27 Sub-Saharan African countries; machine learning analysis.BMC public health · 2025Article
- Informal employment, population health, and welfare policies: A global empirical analysis between 2011-2021.PloS one · 2025Article
- Predicting maternal risk level using machine learning models.BMC pregnancy and childbirth · 2024Article
- Structural barriers to maternity care in Cameroon: a qualitative study.Reproductive health · 2024Article
- Factors associated with maternal mortality in Kazakhstan: a pre- and during-pandemic comparison.Frontiers in public health · 2024Article
- Framework for maternal morbidity and mortality interventions in Ethiopia: a systematic review protocol.BMJ open · 2023Article
- Predictors of Adherence to an Online Prenatal Education Course for Pregnant Women: A Retrospective Cohort Study.SAGE open nursingArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThis systematic review was conducted to map the literature on all the existing evidence regarding individual and ecological determinants of maternal mortality in the world and to classify them based on the income level of countries. Such a systematic review had not been conducted before.
methodsWe conducted an electronic search for primary and review articles using "Maternal Mortality" and "Determinant" as keywords or MeSH terms in their Title or Abstract, indexed in Scopus, PubMed, and Google with no time or geographical limitation and also hand searching was performed for most relevant journals. STROBE and Glasgow university critical appraisal checklists were used for quality assessment of the included studies. Data of the determinants were extracted and classified into individual or ecological categories based on income level of the countries according to World Bank classification.
resultsIn this review, 109 original studies and 12 review articles from 33 countries or at global level met the inclusion criteria. Most studies were published after 2013. Most literature studied determinants of low and lower-middle-income countries. The most important individual determinants in low and lower-middle-income countries were location of birth, maternal education, any delays in health services seeking, prenatal care and skilled birth attendance. Household-related determinants in low-income countries included improved water source and sanitation system, region of residence, house condition, wealth of household, and husband education. Additionally, ecological determinants including human resources, access to medical equipment and facilities, total fertility rate, health financing system, country income, poverty rate, governance, education, employment, social protection, gender inequality, and human development index were found to be important contributors in maternal mortality. A few factors were more important in higher-income countries than lower-income countries including parity, IVF births, older mothers, and type of delivery.
conclusionA comprehensive list of factors associated with maternal death was gathered through this systematic review, most of which were related to lower-income countries. It seems that the income level of the countries makes a significant difference in determinants of maternal mortality in the world.
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What OpenQuestion holds
Registered trials
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.