Evidence map›Paper›PMID 42394744›Full record

ArticleHealth science reports2026

Spatiotemporal Trend and Hotspot Analysis of Stillbirth Prevalence in Ghana.

Charllote Boateng, Michael Arthur Ofori, Shadrach Mintah, Emmanuel Abayie Acheampong, Brandy Bonnah Swati, Isaac Duah Boateng, Aliyu Mohammed

Erratum issuedAbstract read
In one paragraph

Article in Health science reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

7 authors.

Charllote BoatengDepartment of Epidemiology and Biostatistics Kwame Nkrumah University of Science and Technology Kumasi Ghana.ORCID https://orcid.org/0009-0009-3778-1318
Michael Arthur OforiMathematical Sciences, Pan African University Institute for Basic Sciences Technology and Innovation Nairobi Kenya.ORCID https://orcid.org/0000-0002-4983-540X
Shadrach MintahDepartment of Epidemiology and Biostatistics Kwame Nkrumah University of Science and Technology Kumasi Ghana.
Emmanuel Abayie AcheampongDepartment of Epidemiology and Biostatistics Kwame Nkrumah University of Science and Technology Kumasi Ghana.
Brandy Bonnah SwatiSchool of Public Health University of Memphis Memphis Tennessee USA.
Isaac Duah BoatengOrganization of African Academic Doctors Nairobi Kenya.ORCID https://orcid.org/0000-0002-0900-3027
Aliyu MohammedDepartment of Epidemiology and Biostatistics Kwame Nkrumah University of Science and Technology Kumasi Ghana.ORCID https://orcid.org/0000-0003-2770-8968

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Stillbirth, although a preventable health outcome, remains a silent contributor to global mortality. Stillbirths have also been deemed to be one of the most significant, albeit least known and reported adverse pregnancy consequences. The regional variations of stillbirth and its risk factors at the district level have not been well studied in Ghana. This study examined the spatiotemporal distribution, hotspots, and determinants of stillbirth in Ghana over 5 years (2017 - 2021). Methods: This study is an ecological, observational analysis using district-level aggregated stillbirth data from 2017 to 2021. The main analyses used trend analysis, Moran's I, Gi*, and OLS regression. Global Moran's Index was used to determine spatial autocorrelation. Getis Ord G* was used to determine spatial hotspots, clusters and outliers. An Ordinary Least Squares analysis was performed to determine the association between the stillbirth rate and other risk factors. Result: The findings showed that the highest stillbirth rates throughout the 5 years were observed in districts in the Greater Accra region (Tema with SBR between 30.0 and 34.5) and Volta region (Akatsi North (SBR = 45.2)). There were persistent hotspot districts throughout the 5 years. These occurred in the Northern and Greater Accra regions. The regression analysis revealed that age of mothers, number of health facilities in the district, and number of beds per facility in the district are significant risk factors for stillbirth in Ghana. Conclusion: The findings of this study reveal a persistently high stillbirth burden across several districts in Ghana over the 5-year period, with districts such as Tema, Akatsi North, and La-Dade-Kotopon consistently recording the highest stillbirth rates. These high-burden districts require urgent and targeted quality improvement initiatives, including strengthening emergency obstetric care, improving skilled birth attendance, and enhancing antenatal care coverage.

Indexed as

Getis Ord G*hotspotMoran's Iordinary least squarespatiotemporalstillbirth

Identifiers

PMID42394744
PMCPMC13323839

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.