Evidence map›Paper›PMID 40697258›Full record

ArticleAIMS public health2025

Nursing and midwifery workforce expansion as a strategic lever to reduce maternal mortality: Global evidence and policy implications from an ecological study.

Wenpeng You

Abstract read
In one paragraph

Article in AIMS public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

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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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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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

1 author.

Wenpeng YouAdelaide Medical School, the University of Adelaide, Adelaide, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This global cross-sectional study analyzed data from 266 "countries" and territories to evaluate the relationship between the nursing and midwifery workforce size (NMWS) and maternal mortality ratios (MMR). Drawing from five major United Nations and World Bank databases, the study offers robust and generalizable insights across diverse health systems and economic settings. Methods: The study examined the association between the NMWS and MMR using scatterplots, bivariate and partial Pearson correlation coefficients, and multiple and stepwise linear regression models. Key confounding variables, including economic affluence measured by the gross domestic product (GDP) per capita adjusted for purchasing power parity, total fertility rate, and urbanization, were included to isolate the independent contribution of the NMWS to maternal health outcomes at the global and regional levels. Results: The NMWS accounted for 49.13 percent of the global variation in maternal mortality ratios, which indicates a strong inverse relationship. After adjusting for economic and demographic variables, the NMWS remained a significant independent predictor and explained 11.09 percent of the variance. A stepwise regression identified the NMWS as the second most influential predictor of maternal mortality after economic affluence and the fertility rate. The association was strongest in low- and middle-income countries, where workforce shortages and the maternal mortality rates are highest. Conclusions: This study identifies the NMWS as a critical and measurable factor in reducing maternal mortality worldwide. This study's findings provide compelling evidence for a strategic investment in the nursing and midwifery workforce. Expanding this workforce is essential to improve the maternal health outcomes, especially in countries with limited resources, and should be prioritized in global maternal health and workforce planning strategies.

Indexed as

global health disparitieshealthcare workforce shortagehealth workforce policymaternal mortality rationursing-midwifery workforce

Identifiers

PMID40697258
PMCPMC12277783

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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 OpenQuestion graph.