Evidence map›Paper›PMID 41584184›Full record

ArticleFrontiers in public health2025

Glaucoma detection training of community healthcare workers using portable devices in Nigeria.

Farouk Garba, Winifred Nolan, Matthew J Burton, Victor H Hu, Ajefu Rose Ada, Kenneth Ezurike, Micheal Ochefu Ajefu, Fatima Kyari

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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.

Farouk GarbaInternational Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Winifred NolanInternational Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Matthew J BurtonInternational Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Victor H HuInternational Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Ajefu Rose AdaCollege of Health Sciences, University of Abuja, Abuja, Nigeria.
Kenneth EzurikeCollege of Health Sciences, University of Abuja, Abuja, Nigeria.
Micheal Ochefu AjefuCollege of Health Sciences, University of Abuja, Abuja, Nigeria.
Fatima KyariInternational Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Glaucoma, an irreversible blinding eye disease caused by optic nerve damage, remains a major public health challenge in sub-Saharan Africa, where it occurs earlier and progresses more aggressively than in other regions. Accessibility and affordability remain major barriers to timely diagnosis and treatment in low- and middle-income countries (LMICs). Purpose: To assess the ability of community health workers (CHWs) without prior ophthalmic training to use portable diagnostic tools for early detection and referral of possible glaucoma cases in Abuja, Nigeria. Methods: This feasibility study was conducted from June to September 2024 in three community health centres in Abuja. Fifteen CHWs (14 females, 1 male) were trained over 3 days using didactic lectures, practical demonstrations, and hands-on sessions on four portable devices: PEEK Acuity, iCare tonometer, Eyecatcher visual field analyser, and Remidio handheld fundus camera. Pre- and post-training assessments were conducted, with an 80% pass mark required. A simplified scoring system based on test findings guided referral decisions. Results: All CHWs achieved scores of 80% or higher post-training, showing significant improvement in glaucoma knowledge and testing proficiency. Initial challenges with the iCare tonometer and fundus camera improved with practice. Conclusion: Community health workers can effectively use portable diagnostic tools for glaucoma screening and referral in primary care settings. Their involvement could enhance early detection and contribute substantially to reducing glaucoma-related blindness in resource-limited settings.

Indexed as

Community Health WorkersGlaucomaFeasibility StudiesFemaleHumansMaleNigeriaRapid Diagnostic Testscommunity health workersdetectionglaucomaNigeriatraining

Identifiers

PMID41584184
PMCPMC12829327

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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.