Evidence map›Paper›PMID 40146998›Full record

ArticleJournal of global health2025

Upgrading delivery rooms in Africa's primary healthcare systems: a combination strategy of the 'staff, stuff, space, and systems' framework and emerging technologies.

Yuxuan Li, Rudong Zhang, Ruolin Zhang, Nicholas Peoples, Chunshan Zhao, Min Yang, Kun Tang

Abstract read
In one paragraph

Article in Journal of global 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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Yuxuan Li *Vanke School of Public Health, Tsinghua University, Beijing, China.
Rudong Zhang *Vanke School of Public Health, Tsinghua University, Beijing, China.
Ruolin Zhang *Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA.
Nicholas PeoplesBaylor College of Medicine, Houston, Texas, USA.
Chunshan ZhaoSchool of Public Health, Peking University, Beijing, China.
Min YangBill and Melinda Gates Foundation China Office, Beijing, China.
Kun TangVanke School of Public Health, Tsinghua University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maternal health disparities in sub-Saharan Africa remain critical, with high maternal mortality ratio requiring urgent interventions. In this viewpoint, we propose an integrated strategy combining the 'staff, stuff, space, and systems' (4S) framework with emerging technologies to upgrade delivery rooms in primary health care settings. Infrastructure enhancements, point-of-care innovations like artificial intelligence-driven diagnostics and ultrasound, and workforce training through traditional training-of-trainers approach or emerging simulation-based education aim to improve maternal and neonatal health outcomes. While financial and systemic barriers persist, sustainable funding, community engagement, and policy support are crucial for success. The integrated strategy offers a scalable solution to reduce maternal mortality and advance the maternal and child health targets of the 2030 Sustainable Development Goals.

Indexed as

Delivery RoomsPrimary Health CareAfrica South of the SaharaFemaleHumansMaternal MortalityPregnancy

Identifiers

PMID40146998
PMCPMC11949509

What OpenQuestion holds

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LicenceCC BY
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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.