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Updated: May 22, 2026

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A Gaze-Contingent Display Framework for Perceptual Learning Research with Simulated Central Vision Loss
Published on: April 11, 2025
Predictors of adequate correction following vision screening failure
Ruth E Manny1, Loraine T Sinnott, Lisa A Jones-Jordan
1University of Houston, College of Optometry, Houston, TX 77204, USA. rmanny@uh.edu
Summary
Compliance with vision screening referrals in children is linked to age and visual acuity, not the care model. Poorer vision may improve adherence in comprehensive care settings.
Area of Science:
- Ophthalmology
- Public Health
- Pediatrics
Background:
- Vision screening identifies children needing further examination for refractive errors.
- Compliance with follow-up care is crucial for addressing identified vision impairments.
- Understanding factors influencing compliance can optimize vision care delivery.
Purpose of the Study:
- To investigate associations between care models, demographics, ocular factors, and compliance with vision referral.
- To evaluate if different vision screening and care approaches impact follow-up adherence.
Main Methods:
- Analysis of data from 798 children with refractive errors in the Collaborative Longitudinal Evaluation of Ethnicity and Refractive Error Study.
- Comparison of a screening model (referral letters) versus a complete care model (free examination and glasses).
- Logistic regression used to identify predictors of compliance, including age, visual acuity, and socioeconomic factors.
Main Results:
- Overall compliance with vision referral was 28%.
- Age and uncorrected visual acuity (logMAR) were significant predictors of compliance.
- Care model, ethnicity, and sex were not associated with compliance, except for an interaction where poorer unaided visual acuity improved compliance in the complete care model.
Conclusions:
- Standard referral protocols may be as effective as more intensive complete care models for improving vision screening compliance.
- Comprehensive care models may enhance compliance for children with significantly poorer unaided visual acuity.
- Targeted interventions may be needed for specific subgroups to improve follow-up adherence.

