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Updated: Jan 21, 2026

Subjective Refraction Test Using a Smartphone for Vision Screening
Published on: October 18, 2024
Visual Acuity Assessment and Vision Screening Using a Novel Smartphone Application
Lloyd Zhao1, Sandra S Stinnett2, S Grace Prakalapakorn3
1School of Medicine, Duke University, Durham, NC.
Insights
The Peek Acuity smartphone app effectively assesses children's visual acuity and screens for eye conditions, showing good correlation with standard methods, especially in younger children.
Area of Science:
- Ophthalmology
- Digital Health
- Pediatric Healthcare
Background:
- Visual acuity assessment and screening for ocular conditions are crucial in pediatric care.
- Traditional methods can be time-consuming and require specialized equipment.
- Smartphone-based applications offer a potential for accessible and efficient screening tools.
Purpose of the Study:
- To evaluate the Peek Acuity smartphone application for visual acuity assessment in children.
- To assess Peek Acuity's capability in screening for referable ocular conditions.
- To compare visual acuity measurements from Peek Acuity with standard clinical methods.
Main Methods:
- Prospective recruitment of 111 children (ages 3-17) attending a pediatric ophthalmology clinic.
- Randomized monocular visual acuity assessments using Peek Acuity and standard clinical techniques.
- Statistical comparison using intraclass correlation coefficient (ICC) and evaluation of sensitivity for detecting decreased vision and ocular disease.
Main Results:
- High correlation (ICC 0.85-0.88) between Peek Acuity and standard visual acuity assessments.
- Peek Acuity demonstrated adequate sensitivity (83%-86%) for decreased vision and (69%-83%) for referable ocular disease.
- Highest sensitivity was observed in preschool-aged children (3-5 years) for decreased vision (93%-100%).
Conclusions:
- Peek Acuity demonstrates good correlation with standard visual acuity testing in children.
- The application is a suitable screening tool, particularly effective for identifying decreased vision in preschool-aged children.
- Examination fatigue may affect results in younger children, necessitating careful administration.
Objectives:
To evaluate a smartphone-based application's (Peek Acuity) ability to assess visual acuity and screen for ocular conditions in children, we compared visual acuity assessment between Peek Acuity and the pediatric ophthalmology examination and evaluated Peek Acuity's ability to identify children with referable ocular conditions.
Study Design:
We prospectively recruited 111 children age 3-17 years, presenting to a pediatric ophthalmology clinic, who could follow instructions. Monocular visual acuity assessments by Peek Acuity and standard clinical methods were performed in randomized order. We compared visual acuity assessments between methods using intraclass correlation coefficient (ICC) and evaluated Peek Acuity's ability to identify children with referable ocular conditions.
Results:
ICC comparing visual acuity assessed between methods was 0.88 (95% CI 0.83-0.92) for first and 0.85 (95% CI 0.78-0.89) for second eyes examined. ICC among 3 to 5-year-olds (preschool-age children) was 0.88 (95% CI 0.77-0.94) for first and 0.45 (95% CI 0.13-0.68) for second eyes examined. Peek Acuity had a sensitivity of 83%-86% for decreased vision and 69%-83% for referable ocular disease. Sensitivity was highest among 3 to 5-year-olds with decreased vision, 93%-100%.
Conclusions:
Overall, Peek Acuity visual acuity assessment correlated well with visual acuity assessed by standard clinical methods, though preschool-age children appeared more susceptible to examination fatigue. Peek Acuity performed adequately as a screening tool and had the greatest sensitivity among those with decreased vision and preschool-age children.
Trial Registration:
ClinicalTrials.gov: NCT03212222.
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