ArticleThe American journal of tropical medicine and hygiene2022
The Effect of Healthcare Worker Density on Maternal Health Service Utilization in Sub-Saharan Africa.
Article in The American journal of tropical medicine and hygiene, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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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
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.
- Towards the Development of a Conceptual Framework of the Determinants of Pre-Eclampsia: A Hierarchical Systematic Review of Social Determinants.BJOG : an international journal of obstetrics and gynaecology · 2026Pooled it
- Global, regional and national burden of maternal haemorrhage (2000-2021) and projections to 2050 in 204 countries and territories.BMJ open · 2026Article
- Better Governance and Skilled Health Workforce Density: Are They Twin Catalysts for Health Outcomes in Sub-Saharan Africa?Public health challenges · 2026Article
- Maternal and child healthcare coverage and trends: refugee vs. non-refugee districts in Uganda.Conflict and health · 2026Article
- Temporal trend and influencing factors of high-risk pregnancy in China: a nationwide longitudinal analysis.Frontiers in public health · 2026Article
- Association between healthcare providers type and maternal-child healthcare services utilization in Pakistan: evidence from 2018 DHS using generalized structural equation modelling.BMC pregnancy and childbirth · 2025Article
- An individual-based modelling study estimating the impact of maternity service delivery on health in Malawi.Nature communications · 2025Article
- Utilization of Antenatal Care and Skilled Birth Delivery Services in Sub-Saharan Africa: A Systematic Scoping Review.International journal of environmental research and public health · 2024Article
- The importance of insufficient national data on sexual and reproductive health and rights in international databases.EClinicalMedicine · 2024Review
- Article
- Preventable mortality in the Russian Federation: a retrospective, regional level study.The Lancet regional health. Europe · 2023Article
- "Midwives are heroes of the country": qualitative evaluation of a midwifery education program in South Sudan.Frontiers in global women's health · 2023Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
Facility births and antenatal care (ANC) are key to improving maternal health. This study evaluates the relationship between physician and nurse/midwife densities and the use of key maternal health services in sub-Saharan Africa (SSA). We matched individual-level maternal health service indicators from Demographic and Health Surveys between 2008 and 2017, to country-level physician and nurse/midwife per-capita densities, across 35 SSA countries. We performed univariate and multivariate probit regression analyses to evaluate the association between healthcare worker (HCW) densities and facility births as our primary outcome and additional ANC services as secondary outcomes. We controlled for established maternal health predictors, including literacy, child marriage, reported problems accessing healthcare, GDP per capita, political instability, and government effectiveness scores. HCW density across SSA was low at 0.13 physicians and 0.91 nurses/midwives per 1,000 people, compared with 2010 worldwide mean densities of 1.33 and 3.07, respectively. The probability of facility birth increased by 9.8% (95% CI: 2.1-17.5%) for every additional physician per 1,000 people and 8.9% (95% CI: 7.1-9.7%) for every additional nurse/midwife per 1,000 people. HCW densities were also associated with increased likelihood of ANC by the respective provider type, and with antenatal testing for preeclampsia (urine and blood pressure checks). Other ANC services demonstrated variable relationships with HCW densities based on provider type. In 35 SSA countries, HCW density was positively associated with many key measures of maternal health service utilization including facility birth and ANC testing for preeclampsia.
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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.