Evidence map›Paper›PMID 41056272›Full record

ArticlePLoS medicine2025

Changes in child mortality and population health following 10 years of health systems strengthening in rural Madagascar: A longitudinal cohort study.

Andres Garchitorena, Ann C Miller, Hobisoa L Razanadranaivo, Luc Rakotonirina, Sarah-Anne Barriault, Benedicte Razafinjato, Jacques Aubin Kotchofa, Feno Rafenoarimalala, Rado J L Rakotonanahary, Felana A Ihantamalala and 15 more

Abstract read
In one paragraph

Article in PLoS medicine, 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

25 authors.

Andres GarchitorenaMIVEGEC, University of Montpellier, CNRS, IRD, Montpellier, France.ORCID https://orcid.org/0000-0001-6225-5226
Ann C MillerDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, United States of America.ORCID https://orcid.org/0000-0001-6841-9439
Hobisoa L RazanadranaivoNGO PIVOT, Ranomafana, Madagascar.
Luc RakotonirinaNGO PIVOT, Ranomafana, Madagascar.
Sarah-Anne BarriaultNGO PIVOT, Ranomafana, Madagascar.
Benedicte RazafinjatoNGO PIVOT, Ranomafana, Madagascar.
Jacques Aubin KotchofaNGO PIVOT, Ranomafana, Madagascar.
Feno RafenoarimalalaNGO PIVOT, Ranomafana, Madagascar.
Rado J L RakotonanaharyNGO PIVOT, Ranomafana, Madagascar.ORCID https://orcid.org/0000-0002-1819-1824
Felana A IhantamalalaNGO PIVOT, Ranomafana, Madagascar.ORCID https://orcid.org/0000-0001-5580-0863
Michelle V EvansNGO PIVOT, Ranomafana, Madagascar.ORCID https://orcid.org/0000-0002-5628-0502
Andoniaina Tojoharimanda TolojananaharyNGO PIVOT, Ranomafana, Madagascar.
Vero RamanandraitsioryNGO PIVOT, Ranomafana, Madagascar.
Andriatiana Tsitinomen'nyainaNGO PIVOT, Ranomafana, Madagascar.
Fiainamirindra Anjaratiana RalaivavikoaNGO PIVOT, Ranomafana, Madagascar.
Estelle M Raza-FanomezanjanaharyNGO PIVOT, Ranomafana, Madagascar.
Marius RandriamanambintsoaDirection de la Démographie et des Statistiques Sociales, Institut National de la Statistique, Antananarivo, Madagascar.
Samuel AndrianambininaDirection de la Démographie et des Statistiques Sociales, Institut National de la Statistique, Antananarivo, Madagascar.
Lethicia Lydia YasmineMinistry of Public Health in Madagascar, Antananarivo, Madagascar.
Megan B MurrayDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, United States of America.ORCID https://orcid.org/0000-0003-0443-1986
Michael L RichNGO PIVOT, Ranomafana, Madagascar.
Laura F CordierNGO PIVOT, Ranomafana, Madagascar.
Karen E FinneganNGO PIVOT, Ranomafana, Madagascar.ORCID https://orcid.org/0000-0001-9007-5417
Matthew H BondsNGO PIVOT, Ranomafana, Madagascar.ORCID https://orcid.org/0000-0002-3055-4237
Zely Arivelo RandriamanantanyMinistry of Public Health in Madagascar, Antananarivo, Madagascar.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundReducing child mortality rates is a unifying goal of the global health and international development communities. In Africa, unambiguous empirical evidence on how health system interventions can drive such reductions has been elusive. This gap in the literature is due to challenges in implementing system-level changes on a scale and pace to have measurable impacts on mortality, and the challenges of collecting adequate data on the population and programs over sufficient time with plausible counterfactuals. This study aimed to assess the population health impact of the first decade of implementation of a health system strengthening (HSS) intervention in a rural district of Madagascar. METHODS AND

findingsThe study is a prospective quasi-experiment using a district-representative cohort of over 1,500 households (five waves of survey collection), in combination with patient data collected across different levels of care (community health workers and health facilities), geographic information systems, and programmatic data to assess changes in mortality, healthcare coverage and utilization from 2014 to 2023. The HSS intervention integrates support to clinical programs with strengthened health system building blocks and social protection at all levels of care of a district health system (community health, primary care centers, and hospital). Under-five, infant and neonatal mortality were estimated at the population level using the synthetic life-table method for DHS surveys. Impact of the HSS intervention on healthcare coverage and utilization was assessed through interrupted time-series analyses. Changes in geographic and financial inequalities in coverage indicators were studied via the relative concentration index and slope index of inequality. Our results show that trends in child mortality rates (neonatal, infant, under-five) decreased in the initial HSS intervention area from 2014 to 2023, but increased in the comparison area as well as the rest of the country over the same period. The HSS intervention was associated with statistically significant increases in service coverage and primary care utilization for a wide range of maternal and child health indicators, as well as reductions in geographic and financial barriers to care. The main limitations of this study were that the intervention was not randomized, and that changes in child mortality were estimated from 5-year averages from repeated cross sections, with overlapping time windows that prevented formal integration into the statistical modeling framework used for coverage indicators.

conclusionsBy measuring both indirect and direct impacts of HSS on population health in a context where health and economic indicators are not otherwise improving, these results provide converging evidence on how strengthening health systems, from community health to hospitals, in low-resource settings increases overall utilization of services, reduces inequities in access to those services, and corresponds with reductions in mortality.

Indexed as

Child MortalityDelivery of Health CarePopulation HealthRural PopulationChildChild, PreschoolFemaleHumansInfantInfant MortalityInfant, NewbornLongitudinal StudiesMadagascarMaleProspective Studies

Identifiers

PMID41056272
PMCPMC12503271

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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.