Refraction centile curves for Caucasian and Chinese children and adolescents from simulated data cohorts

This study aimed to derive centile charts for refraction in young children and adolescents from two ethnic groups – Caucasian and Chinese using simulated (synthetic) individual-level data generated from published studies. Mean cycloplegic refraction estimates, along with standard deviation, were extracted from 10 eligible studies. Data were simulated using a non-normal distribution in R based on the extracted summary statistics for each of the ten studies. The simulated data were then collated to develop centile curves using Generalized Additive Models for Location Scale and Shape (GAMLSS) for both Caucasian and Chinese ethnicities. Marked differences were noted in the centile curves of the two ethnicities, particularly in the myopic centiles. Centile curves from simulated cycloplegic refraction of Chinese children were more myopic across all age groups and centiles compared to the centile curves of Caucasian children. These centile charts provide a means to compare ethnic differences and serve as communication tools for clinicians to explain the risks of myopia progression and guide its management.

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Publication Details

Journal
Scientific Reports
Published
2026-07-23
DOI
https://doi.org/10.1038/s41598-026-63271-y
Primary Topic
Ophthalmology and Visual Impairment Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Refraction centile curves for Caucasian and Chinese children and adolescents from simulated data cohorts

Björn Drobe, Yee Ling Wong, Aparna Gopalakrishnan, Seang Mei Saw et al.
Scientific Reports
Ophthalmology and Visual Impairment Studies
article

Refraction centile curves for Caucasian and Chinese children and adolescents from simulated data cohorts

Björn Drobe, Yee Ling Wong, Aparna Gopalakrishnan, Seang Mei Saw, Si Ying Lim
article en

Abstract

This study aimed to derive centile charts for refraction in young children and adolescents from two ethnic groups – Caucasian and Chinese using simulated (synthetic) individual-level data generated from published studies. Mean cycloplegic refraction estimates, along with standard deviation, were extracted from 10 eligible studies. Data were simulated using a non-normal distribution in R based on the extracted summary statistics for each of the ten studies. The simulated data were then collated to develop centile curves using Generalized Additive Models for Location Scale and Shape (GAMLSS) for both Caucasian and Chinese ethnicities. Marked differences were noted in the centile curves of the two ethnicities, particularly in the myopic centiles. Centile curves from simulated cycloplegic refraction of Chinese children were more myopic across all age groups and centiles compared to the centile curves of Caucasian children. These centile charts provide a means to compare ethnic differences and serve as communication tools for clinicians to explain the risks of myopia progression and guide its management.

Scientific Reports
Essilor (Germany) (DE), National University of Singapore (SG), Singapore National Eye Center (SG), Singapore Eye Research Institute (SG), Duke-NUS Medical School (SG), National University Health System (SG)
Quality Education
Openalex Percentile: Top 9%
Ophthalmology and Visual Impairment Studies
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Refraction centile curves for Caucasian and Chinese children and adolescents from simulated data cohorts — Björn Drobe, Yee Ling Wong, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS