Evidence map›Paper›PMID 42527504›Full record

Articlenpj health systems2026

Power supply and ultrasound functionality in Malawi: findings from the 2019 harmonised health facility assessment.

Luyanda Ngongoma, Aryn Xing, Jingning Wang, Claire R Zhang, Pakwanja Twea, Jonathan Chiwanda, Bryan J Weiner, Yanfang Su

Abstract read
In one paragraph

Article in npj health systems, 2026. 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

8 authors.

Luyanda NgongomaDepartment of Global Health, School of Public Health, University of Washington, Seattle, WA, USA. lngong2@uw.edu.
Aryn XingDepartment of Political Science, Emory University, Atlanta, GA, USA.
Jingning WangInternational School, Bellevue, WA, USA.
Claire R ZhangDepartment of Global Health, School of Public Health, University of Washington, Seattle, WA, USA.
Pakwanja TweaBergen Centre for Ethics and Priority Setting, University of Bergen, Bergen, Norway.
Jonathan ChiwandaDepartment of Clinical Services, Ministry of Health, Lilongwe, Malawi.
Bryan J WeinerDepartment of Global Health, School of Public Health, University of Washington, Seattle, WA, USA.
Yanfang SuDepartment of Global Health, School of Public Health, University of Washington, Seattle, WA, USA. yfsu@uw.edu.

Funding

Bergen Centre for Ethics and Priority Setting (BCEPS), with financial support from the Trond Mohn Foundation and the Norwegian Agency for Development Cooperation (NORAD) Project number 874 789 542.
6 · The paper itself

Abstract

Ultrasound sonography is a critical diagnostic tool, yet access remains limited in Malawi. This study assessed the relationship between electricity supply and ultrasound availability and functionality using data from 596 health facilities in the 2019 Harmonised Health Facility Assessment. Only 9.9% of facilities had ultrasound equipment available, with 93% of that equipment functional. Facilities powered by non-grid sources were 86% less likely to be functional (PR: 0.14; 95% CI: 0.02-0.49) compared to those with a stable grid supply. Ultrasound functionality was particularly low in primary-level facilities and those owned by the government. Spatial analysis revealed that most facilities without ultrasound were located in energy-constrained areas. While electricity access is necessary, it is insufficient on its own. Results support the need for stronger alignment between the health and energy sectors, as well as the potential for targeted deployment of handheld ultrasound in low-resource, off-grid settings.

Identifiers

PMID42527504
PMCPMC13354168

What OpenQuestion holds

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Registered trials

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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.