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Investigation | Open Access

Centile curves of refraction in children and adolescents aged 5–18 in Hubei Province: a study based on GAMLSS to predict refraction development

Bei-Xi Yi1Lu-Run Yu1Qi Gong1Mei-Hong Ye1Yong Zhang2Gang Luo3Jin Gong4Yi-Qiao Xing1,5( )Lian-Hong Zhou1( )
Department of Ophthalmology, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei Province, China
Department of Ophthalmology, Taihe Hospital, Shiyan 442000, Hubei Province, China
Huangshi Central Hospital, Huangshi 435000, Hubei Province, China
Department of Ophthalmology, Affiliated Renhe Hospital of China Three Gorges University, Yichang 443000, Hubei Province, China
Aier Eye Hospital of Wuhan University, Wuhan 430060, Hubei Province, China
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Abstract

AIM

To establish percentile curves of refractive development for children and adolescents aged 5–18y in Hubei Province.

METHODS

A cross-sectional study was conducted in 103 county-level administrative districts of Hubei Province via a multistage stratified cluster sampling strategy. Participants underwent non-cycloplegic autorefraction, and spherical equivalent refraction (SER) of the right eye was calculated. Generalized additive models for location, scale, and shape (GAMLSS) were applied to construct age-specific standard SER percentile curves stratified by gender and region. Moreover, age-related curves of annual refractive progression rate at each percentile were plotted.

RESULTS

A total of 1255454 participants (673341 boys and 582113 girls) aged 5–18y (mean age: 11.13±3.59y) were enrolled. An overall myopic shift trend was observed with advancing age. The median SER was +0.25 diopters (D) at 5 years of age and decreased to -0.50 D at 9 years of age. From 5 to 18 years of age, the refractive progression was -6.63 D at the 3rd percentile, while the values were -3.25 D and -1.00 D at the 50th and 97th percentiles, respectively. Girls and rural children presented higher myopic degrees. The annual age-dependent refractive progression rate curve showed a U-shaped pattern, with greater annual refractive changes in lower percentiles and peak refractive progression occurring at younger ages.

CONCLUSION

Children in lower SER percentiles suffer from more severe myopia and faster refractive progression. Therefore, earlier and targeted intensive myopia interventions are warranted for children with SER below the 50th percentile.

References

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International Journal of Ophthalmology
Pages 1583-1589

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Cite this article:
Yi B-X, Yu L-R, Gong Q, et al. Centile curves of refraction in children and adolescents aged 5–18 in Hubei Province: a study based on GAMLSS to predict refraction development. International Journal of Ophthalmology, 2026, 19(8): 1583-1589. https://doi.org/10.18240/ijo.2026.08.17

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Received: 01 September 2025
Accepted: 16 January 2026
Published: 18 August 2026
© 2026 International Journal of Ophthalmology Press

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).