Evidence map›Paper›PMID 40388469›Full record

ArticlePloS one2025

A simple statistical model and physical device to estimate a woman-specific probability of skilled birth assistance and associated benefit of maternity waiting home stay.

Jérémie Gallien, Qi George Chen, Yuhang Du, Yi Zhang, Jody Lori, Joseph Sieka, Bentoe Tehoungue

Abstract read
In one paragraph

Article in PloS one, 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.

Jérémie GallienLondon Business School, London, United Kingdom.ORCID 0000-0001-6292-5031
Qi George ChenLondon Business School, London, United Kingdom.ORCID 0000-0002-6026-9103
Yuhang DuLondon Business School, London, United Kingdom.
Yi ZhangLondon Business School, London, United Kingdom.
Jody LoriSchool of Nursing, University of Michigan, Ann Arbor, Michigan, United States of America.
Joseph SiekaCollege of Health Sciences, University of Liberia, Monrovia, Liberia.
Bentoe TehoungueMinistry of Health, Monrovia, Liberia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper presents a simple mathematical model and an associated physical device to predict (i) the risk that a woman's active labour will begin without a skilled birth attendant based on her parity and anticipated time to access skilled care; and (ii) the extent to which that risk may be reduced by moving to a maternity waiting home some time before her expected due date. This tool is designed to facilitate more systematic discussions and better-informed decisions about labour care access arrangements during antenatal consultations.

Indexed as

Delivery, ObstetricMaternal Health ServicesModels, StatisticalAdultFemaleHumansPregnancyProbability

Identifiers

PMID40388469
PMCPMC12088025

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.