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Record W4410914863 · doi:10.1016/j.clae.2025.102451

International trends in prescribing contact lenses for myopia control (2011–2024): An update

2025· article· en· W4410914863 on OpenAlexaff
Nathan Efron, Philip B. Morgan, Craig A. Woods, Deborah Jones, Lyndon Jones, Jacinto Santodomingo‐Rubido, Jason J. Nichols

Bibliographic record

VenueContact Lens and Anterior Eye · 2025
Typearticle
Languageen
FieldMedicine
TopicOphthalmology and Visual Impairment Studies
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsOptometryOphthalmologyMedicine

Abstract

fetched live from OpenAlex

PURPOSE: The progression of myopia can be slowed using soft myopia control (SMC) and orthokeratology myopia control (OKMC) contact lenses. The purpose of this work is to update an earlier survey (covering years 2011-2018) by describing international trends in SMC and OKMC fitting between 2011 and 2024. METHOD: An annual contact lens prescribing survey was sent to eye care practitioners in up to 71 countries between 2011 and 2024. Data are reported here for 8,578 lens fits undertaken across 20 countries to 6-12-year-old children, comprising 688 SMC fits, 918 OKMC fits, and 6,972 non-myopia control (NMC) fits. To assess current trends, the proportion of fits between 2020 and 2024 for 12 countries returning ≥30 myopia control fits was analysed (n = 2,277 fits). RESULTS: There was a small increase in SMC fitting from 0.0 % in 2011 to 3.9 % in 2016, a significant increase to 29.5 % in 2021, and a slower increase to 30.4 % in 2024 (p < 0.0001). The proportion of OKMC fits, in relation to all rigid lens fits, increased from 40.8 % in 2011 to 86.9 % in 2024 (p < 0.0001). Of all soft lens fits, SMC fits were 7.2 % and 8.7 % to males and females, respectively (p = 0.0008). There was a decrease in the percentage of SMC fits with increasing age (p < 0.0001). No such sex/age associations were evident with OKMC fits. The proportion of all contact lens fits over the past 5 years (2020-2024) were as follows: SMC fits - 24 % (n = 525), OKMC fits - 17 % (n = 320), and NMC lens fits - 59 % (n = 1,332). CONCLUSION: There has been a substantial increase in SMC and OKMC lens fitting over the past 14 years, reflecting a heightened awareness among eye care practitioners and parents of the importance of slowing the progression of myopia in children.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.034
Threshold uncertainty score0.598

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.028
GPT teacher head0.359
Teacher spread0.331 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2025
Admission routes1
Has abstractyes

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