Trial reportThe Lancet. Global health2018
Smartphone-based screening for visual impairment in Kenyan school children: a cluster randomised controlled trial.
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.
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.
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.
DigiVis: Validation of Self-testing Visual Acuity Web-based App to Aid Ophthalmic Telephone Consultations During Covid19 Lockdown and Subsequent Social Distancing Crisis
Who cites it
67 citing papers in PubMed, 6 syntheses or guidelines pooled it, 136 citations in OpenAlex.
- Compliance with post-school vision screening referral: a systematic review.BMJ open ophthalmology · 2026Pooled it
- 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) · 2026Pooled it
- Effectiveness of smartphone technology for detection of paediatric ocular diseases-a systematic review.BMC ophthalmology · 2025Pooled it
- Home-based screening tools for amblyopia: a systematic review.Eye (London, England) · 2023Pooled it
- Accuracy and reliability of self-administered visual acuity tests: Systematic review of pragmatic trials.PloS one · 2023Pooled it
- Use of Mobile Apps for Visual Acuity Assessment: Systematic Review and Meta-analysis.JMIR mHealth and uHealth · 2022Pooled it
- 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) · 2025Trial
- "Smart Optometry" phone-based application as a visual acuity testing tool among pediatric population.Saudi medical journal · 2022Trial
- Effectiveness of an mHealth system on access to eye health services in Kenya: a cluster-randomised controlled trial.The Lancet. Digital health · 2021Trial
- 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 · 2026Article
- Bayesian adaptive trial designs for evaluating low-risk programmatic changes for quality improvement in health services: a simulation study.BMC medical research methodology · 2026Article
- Knowledge and Awareness of Myopia Among Parents and Teachers of Schoolchildren Aged 6-15 Years in Beirut, Lebanon.Vision (Basel, Switzerland) · 2026Article
- Smartphone applications for early screening of retinoblastoma: a scoping review.BMC ophthalmology · 2026Article
- Individual and School-Level Factors Associated with Pediatric Eye Disorders and Referral Adherence in an Enhanced School-Based Vision Screening Program in Ghana.medRxiv : the preprint server for health sciences · 2026Article
- Individual and school-level factors associated with suspected pediatric eye disorders and referral adherence in an enhanced school-based vision screening program in Ghana.PLOS global public health · 2026Article
- Implementation outcomes of a school-based visual screening program using the peek tool in low-resource settings in Pakistan.BMC public health · 2025Observational
- Article
- Current status of school vision screening-rationale, models, impact and challenges: a review.The British journal of ophthalmology · 2025Review
- Effectiveness of mobile health based vision screening on uptake of referral services in school children: A randomized control trial.Pakistan journal of medical sciences · 2025Article
- Application of mobile health (mHealth) in the field of eye care: A scoping review of interventions used by individuals and health services to communicate.AJO international · 2025Article
7 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
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.
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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.