Evidence map›Paper›PMID 40280923›Full record

ArticleNature communications2025

An individual-based modelling study estimating the impact of maternity service delivery on health in Malawi.

Joseph H Collins, Helen Allott, Wingston Ng'ambi, Ines Li Lin, Mosè Giordano, Matthew M Graham, Eva Janoušková, Fannie Kachale, Kondwani Kawaza, Tara D Mangal and 15 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. 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.

Joseph H CollinsInstitute for Global Health, University College London, London, UK. joseph.h.collins@ucl.ac.uk.ORCID http://orcid.org/0000-0003-4801-7218
Helen AllottInternational Public Health Department, Liverpool School of Tropical Medicine, Liverpool, UK.
Wingston Ng'ambiKamuzu University of Health Sciences, Lilongwe, Malawi.
Ines Li LinInstitute for Global Health, University College London, London, UK.
Mosè GiordanoCentre for Advanced Research Computing, University College London, London, UK.
Matthew M GrahamCentre for Advanced Research Computing, University College London, London, UK.ORCID http://orcid.org/0000-0001-9104-7960
Eva JanouškováInstitute for Global Health, University College London, London, UK.ORCID http://orcid.org/0000-0002-4104-0119
Fannie KachaleReproductive Health Department, Malawi Ministry of Health, Lilongwe, Malawi.
Kondwani KawazaKamuzu University of Health Sciences, Lilongwe, Malawi.
Tara D MangalMRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK.
Joseph Mfutso-BengoKamuzu University of Health Sciences, Lilongwe, Malawi.
Emmanuel MnjoweKamuzu University of Health Sciences, Lilongwe, Malawi.
Sakshi MohanCentre for Health Economics, University of York, York, UK.ORCID http://orcid.org/0000-0002-1268-1769
Margherita MolaroMRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK.
Dominic NkhomaKamuzu University of Health Sciences, Lilongwe, Malawi.
Paul RevillCentre for Health Economics, University of York, York, UK.
Alison RodgerInstitute for Global Health, University College London, London, UK.
Bingling SheMRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK.
Asif U TamuriCentre for Advanced Research Computing, University College London, London, UK.
Cally J TannDepartment of Infectious Disease Epidemiology and International Health, London School of Hygiene and Tropical Medicine, London, UK.
Pakwanja D TweaDepartment of Planning and Policy Development, Malawi Ministry of Health, Lilongwe, Malawi.
Valentina Cambiano *Institute for Global Health, University College London, London, UK.ORCID http://orcid.org/0000-0003-0700-105X
Timothy B Hallett *MRC Centre for Global Infectious Disease Analysis, Jameel Institute, School of Public Health, Imperial College London, London, UK.ORCID http://orcid.org/0000-0002-9681-0424
Andrew N Phillips *Institute for Global Health, University College London, London, UK.ORCID http://orcid.org/0000-0003-2384-4807
Tim ColbournInstitute for Global Health, University College London, London, UK.ORCID http://orcid.org/0000-0002-6917-6552

Funding

Wellcome Trust (Wellcome) 223120/Z/21/Z
6 · The paper itself

Abstract

Maternal and perinatal morbidity and mortality remain high in Malawi, partially due to gaps in the coverage and quality of health services. We developed an individual-based model of maternal and perinatal health and healthcare in Malawi, situated in a 'whole-health system, all-disease' framework (Thanzi La Onse). We modelled sixteen scenarios estimating the impact of current and improved coverage and quality of antenatal, intrapartum, and postnatal services from 2023 to 2030. Whilst current service delivery is inferred to avert morbidity and mortality, the largest reductions in the stillbirth, maternal and neonatal mortality rates were observed when the use and quality of all services was maximised concurrently (a 10%, 52% and 57% reduction respectively). When services were considered in isolation, generally, increased coverage without quality improvement did not impact mortality or DALYs. In only three scenarios was a sufficient reduction in neonatal mortality observed to achieve target 3.2 of the United Nation's Sustainable Development Goals (SDG), and in no scenarios was a reduction in maternal mortality sufficient to achieve SDG target 3.1 observed, reaffirming that system wide investments are essential to achieve these goals.

Indexed as

Delivery of Health CareMaternal Health ServicesAdultFemaleHumansInfantInfant MortalityInfant, NewbornMalawiMaternal MortalityPregnancy

Identifiers

PMID40280923
PMCPMC12032021

What OpenQuestion holds

Textmetadata
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.