Evidence map›Paper›PMID 40204468›Full record

ArticleBMJ global health2025

Developing a framework for monitoring the stages towards achieving effective coverage and equity for maternal, newborn, child health and nutrition interventions.

Patricia S Coffey, Megan E Parker, Katharine D Shelley, Elan Ebeling, Lydia Nguti, Sophia Knudson, Nesibu Agonafir, Sali Ahmed, Savitha Subramanian, Kimberly Mansen and 3 more

Abstract read
In one paragraph

Article in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

13 authors.

Patricia S CoffeyPATH, Seattle, Washington, USA.
Megan E ParkerPATH, Seattle, Washington, USA mparker@path.org.ORCID http://orcid.org/0000-0003-0260-9445
Katharine D ShelleyPATH, Seattle, Washington, USA.ORCID http://orcid.org/0000-0001-6550-5446
Elan EbelingPATH, Seattle, Washington, USA.
Lydia NgutiPATH, Seattle, Washington, USA.
Sophia KnudsonPATH, Seattle, Washington, USA.ORCID http://orcid.org/0000-0003-0050-7306
Nesibu AgonafirPATH, Seattle, Washington, USA.
Sali AhmedUniversity of Washington, Seattle, Washington, USA.
Savitha SubramanianBill & Melinda Gates Foundation, Seattle, Washington, USA.
Kimberly MansenPATH, Seattle, Washington, USA.ORCID http://orcid.org/0000-0002-2015-2066
Sadaf KhanPATH, Seattle, Washington, USA.
Cyril EngmannPATH, Seattle, Washington, USA.
Jessica C ShearerPATH, Seattle, Washington, USA.ORCID http://orcid.org/0000-0003-1025-5739

Funding

Gates Foundation INV-001347Gates Foundation INV-042072
6 · The paper itself

Abstract

Reaching the Sustainable Development Goal 2030 global mortality and morbidity targets will require increased access to essential health services. Scaling high-impact health interventions within the public sector is complex; delineation of the pathway to scale for each intervention within each distinct geography is important for prioritising actions to advance interventions towards effective coverage. Following a review of 38 theoretical frameworks describing pathways for scaling health system interventions, we developed, tested and refined a new schema-the Stages of Achieving Effective Coverage and Equity Framework-for use to describe the status of policy adoption, implementation and coverage of key maternal, newborn, child health and nutrition (MNCHN) interventions. We propose a framework with six domains (global, national, systems, implementation, availability and coverage) covering 26 critical milestones with identified corresponding, intervention-specific indicators. Our framework was validated by the alignment of over 83 000 data points sourced from document review, interviews and global or country surveys. Visualisations are presented to highlight how the framework is operationalised to assess scale-up progress. We outline our process of conceptualising and developing a new framework and articulate its use case for action-oriented monitoring of progress towards effective coverage through applied examples in key geographies. Our framework offers an easy-to-follow implementation pathway and a set of common policy and implementation indicators to monitor scale-up towards effective coverage that uses existing secondary data sources where available. Achieving prioritised maternal, newborn and child health targets requires scalable implementation strategies for lifesaving interventions, alongside monitoring progress towards achieving scale.

Indexed as

Child HealthChild Health ServicesHealth EquityMaternal-Child Health ServicesMaternal HealthChildFemaleGlobal HealthHumansInfantInfant HealthInfant, NewbornSustainable DevelopmentChild healthGlobal HealthHealth policyHealth systemsMaternal health

Identifiers

PMID40204468
PMCPMC11987099

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.