Evidence map›Paper›PMID 30012273›Full record

Trial reportThe Lancet. Global health2018

Smartphone-based screening for visual impairment in Kenyan school children: a cluster randomised controlled trial.

Hillary K Rono, Andrew Bastawrous, David Macleod, Emmanuel Wanjala, Gian Luca Di Tanna, Helen A Weiss, Matthew J Burton

Erratum issued Registry-linked trialOpen access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in The Lancet. Global health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT04482387 (DigiVis), which is not on this map. Cited by 67 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
67citing papers in PubMed, 6 pooled it
10.5field-weighted citation impact, top 1% of its field
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.

NCT04482387 nacompletednot on this mapstarted 2020, after this paper: background citation

DigiVis: Validation of Self-testing Visual Acuity Web-based App to Aid Ophthalmic Telephone Consultations During Covid19 Lockdown and Subsequent Social Distancing Crisis

TypeinterventionalSponsorCambridge University Hospitals NHS Foundation TrustRan2020 to 2021Enrolled120ConditionsVisual Impairment, Amblyopia SuspectArmsDigiVis visual acuity app
3 · Its place in the literature

Who cites it

67 citing papers in PubMed, 6 syntheses or guidelines pooled it, 136 citations in OpenAlex.

  1. Pooled it
  2. Diagnostic Accuracy of Teacher-Administered School Vision Screening: A Systematic Review and Meta-Analysis.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2026
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  7. Deep learning-empowered low-cost portable automated refraction system: A solution to the inadequate effective correction rate of refractive errors in resource-limited areas.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2025
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  10. Validity and Reliability of WHOeyes Application in Community-based Visual Acuity Screening Program.Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine · 2026
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7 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 3 institutions in 1 country.

Hillary K RonoInternational Centre for Eye Health, Clinical Research Department, London School of Hygiene & Tropical Medicine, London, UK; Kitale County and Referral Hospital, Kitale, Kenya. Electronic address: hillary.rono@lshtm.ac.uk.
Andrew BastawrousInternational Centre for Eye Health, Clinical Research Department, London School of Hygiene & Tropical Medicine, London, UK; The Peek Vision Foundation, London, UK.
David MacleodMedical Research Council Tropical Epidemiology Group, London School of Hygiene & Tropical Medicine, London, UK.
Emmanuel WanjalaKitale County and Referral Hospital, Kitale, Kenya.
Gian Luca Di TannaMedical Research Council Tropical Epidemiology Group, London School of Hygiene & Tropical Medicine, London, UK.
Helen A WeissMedical Research Council Tropical Epidemiology Group, London School of Hygiene & Tropical Medicine, London, UK.
Matthew J BurtonInternational Centre for Eye Health, Clinical Research Department, London School of Hygiene & Tropical Medicine, London, UK; Cornea and External Eye Department, Moorfields Eye Hospital NHS Trust, London, UK.
London School of Hygiene & Tropical Medicine · GBMedical Research Council · GBLondon Vision Clinic · GB

Funding

Medical Research Council G1001934Medical Research Council K012126/1Medical Research Council MR/K012126/1Wellcome TrustWellcome Trust 098481/Z/12/Z
6 · The paper itself

Abstract

backgroundChildhood visual impairment is a major public health concern that requires effective screening and early intervention. We investigated the effectiveness of Peek school eye health, a smartphone-based sight test and referral system (comprising Peek Acuity test, sight simulation referral cards, and short message service [SMS] reminders), versus standard care (Snellen's Tumbling-E card and written referral).

methodsWe initially compared the performance of both the Snellen Tumbling-E card and the Peek Acuity test to a standard backlit EDTRS LogMAR visual acuity test chart. We did a cluster randomised controlled trial to compare the Peek school eye health system with standard school screening care, delivered by school teachers. Schools in Trans Nzoia County, Kenya, were eligible if they did not have an active screening programme already in place. Schools were randomly allocated (1:1) to either the Peek school eye health screening and referral programmes (Peek group) or the standard care screening and referral programme (standard group). In both groups, teachers tested vision of children in years 1-8. Pupils with visual impairment (defined as vision less than 6/12 in either eye) were referred to hospital for treatment. Referred children from the standard group received a written hospital referral letter. Participants and their teachers in the Peek group were shown their simulated sight on a smartphone and given a printout of this simulation with the same hospital details as the standard referral letter to present to their parent or guardian. They also received regular SMS reminders to attend the hospital. The primary outcome was the proportion of referred children who reported to hospital within 8 weeks of referral. Primary analysis was by intention to treat, with the intervention effect estimated using odds ratios. This trial is registered with Pan African Clinical Trial Registry, number PACTR201503001049236.

findingsSensitivity was similar for the Peek test and the standard test (77% [95% CI 64·8-86·5] vs 75% [63·1-85·2]). Specificity was lower for the Peek test than the standard test (91% [95% CI 89·3-92·1] vs 97·4% [96·6-98·1]). Trial recruitment occurred between March 2, 2015, and March 13, 2015. Of the 295 eligible public primary schools in Trans Nzoia County, 50 schools were randomly selected and assigned to either the Peek group (n=25) or the standard group (n=25). 10 579 children were assessed for visual impairment in the Peek group and 10 284 children in the standard group. Visual impairment was identified in 531 (5%) of 10 579 children in the Peek group and 366 (4%) of 10 284 children in the standard care group. The proportion of pupils identified as having visual impairment who attended their hospital referral was significantly higher in the Peek group (285 [54%] of 531) than in the standard group (82 [22%] of 366; odds ratio 7·35 [95% CI 3·49-15·47]; p<0·0001).

interpretationThe Peek school eye health system increased adherence to hospital referral for visual impairment assessment compared with the standard approach among school children. This indicates the potential of this technology package to improve uptake of services and provide real-time visibility of health service delivery to help target resources.

fundingSeeing is Believing, Operation Eyesight Universal, Queen Elizabeth Diamond Jubilee Trust, and Wellcome Trust.

Indexed as

School Health ServicesSmartphoneChildCluster AnalysisFemaleHumansKenyaMaleMass ScreeningReferral and ConsultationVision Disorders

Identifiers

PMID30012273
PMCPMC6057135
OpenAlexW2884807300

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.