Evidence map›Paper›PMID 42236909›Full record

ArticleNature medicine2026

Assessing quality of childbirth care provided by skilled health personnel in Exemplar countries.

Laith Hussain-Alkhateeb, Yao He, Prakash Bahadur Amatya, Saly Amos Diatta, Sameer Dixit, Moctar Gningue, Gloria Ikilezi, Bibek Kumar Lal, Felix Masiye, Ann-Beth Moller and 9 more

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Article in Nature medicine, 2026. 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

19 authors.

Laith Hussain-Alkhateeb *School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
Yao He *Department of Global Health, Schools of Public Health and Medicine, University of Washington, Seattle, WA, USA.ORCID http://orcid.org/0000-0003-0023-5515
Prakash Bahadur AmatyaDepartment of Statistics and Computer Science, Patan Multiple Campus, Tribhuvan University, Lalitpur, Nepal.
Saly Amos DiattaInstitut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar, Senegal.
Sameer DixitCenter for Molecular Dynamics Nepal, Kathmandu, Nepal.ORCID http://orcid.org/0000-0003-3111-2120
Moctar GningueInstitut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar, Senegal.
Gloria IkileziGates Foundation, Exemplars in Global Health, Seattle, WA, USA.
Bibek Kumar LalFamily Welfare Division, Department of Health Services, Ministry of Health and Population, Kathmandu, Nepal.ORCID http://orcid.org/0009-0000-9674-2399
Felix MasiyeDepartment of Economics, University of Zambia, Lusaka, Zambia.
Ann-Beth MollerSchool of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
Isabelle MoreiraIndependent consultant, Dakar, Senegal.
Genevieve Tororo Khulu Makota MusokwaKhulu Associates, Lusaka, Zambia.
Loveday Penn-KekanaLondon School of Hygiene and Tropical Medicine, London, UK.
Moussa SarrInstitut de Recherche en Santé, de Surveillance Epidémiologique et de Formation, Dakar, Senegal.
Nisha ShresthaCenter for Molecular Dynamics Nepal, Kathmandu, Nepal.ORCID http://orcid.org/0000-0003-0762-1419
Jordan-Tate ThomasGates Foundation, Exemplars in Global Health, Seattle, WA, USA.
Bellington VwalikaUniversity of Zambia, School of Medicine, Lusaka, Zambia.ORCID http://orcid.org/0000-0001-5548-8187
Erica A Yarmol-MatusiakGates Foundation, Exemplars in Global Health, Seattle, WA, USA.
David E PhillipsGates Foundation, Exemplars in Global Health, Seattle, WA, USA. david.phillips@gatesfoundation.org.ORCID http://orcid.org/0000-0003-2569-1015

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The world has made progress in increasing the number of births attended by skilled health personnel (SHP), but maternal and neonatal mortality have not declined proportionately. This may indicate that quality of care has not risen at the same rate as SHP coverage. Several 'Exemplar' countries have been previously recognized for outstanding progress in improving maternal and newborn health, and offer a unique opportunity to understand coverage and quality of care provided by SHP. Here we describe quality of care and how it compares with SHP coverage in three Exemplar countries-Nepal, Senegal and Zambia. We developed a conceptual framework, compiled primary and secondary data, and employed latent variable analysis. We combined quality estimates with coverage estimates to quantify the effective coverage of SHP. Results show that effective SHP coverage ranges between 12% and 43% across subnational regions, compared with crude SHP coverage ranging from 30% to 100%, indicating that mothers and newborns are receiving less lifesaving care than coverage statistics portray. The detection of this quality gap in Exemplar settings, which represent some of the highest-performing health systems among low- and middle-income countries, emphasizes the criticality of quality care to reduce maternal and neonatal mortality worldwide.

Indexed as

Health PersonnelMaternal Health ServicesParturitionQuality of Health CareFemaleHumansInfant MortalityInfant, NewbornMaternal MortalityPregnancySenegalZambia

Identifiers

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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.