Prevalence, Predictors, and Persistence of Inadequate Spectacle Correction in Vietnamese Schoolchildren
Ho, N. T.; Tran, K. P. M.
Show abstract
Background Inadequate spectacle correction limits the benefit of school vision screening, yet most evidence addresses only whether a child owns glasses rather than whether those glasses work. This study examined the prevalence, predictors, and persistence of inadequate spectacle correction among schoolchildren in three Vietnamese cities. Methods We analyzed annual vision screening records of students from a private school network in Ha Noi, Ho Chi Minh City, and Hai Phong, 2021 to 2024. Inadequate correction was defined as visual acuity below the age-appropriate threshold despite current glasses. A population-averaged modified-Poisson regression with robust standard errors, clustered by child, estimated adjusted prevalence ratios (aPR) for city, age, sex, and calendar year. Children linked across consecutive years allowed persistence analysis. Results Among 39,697 spectacle-wearing examinations, 30,936 (77.9%) were inadequately corrected, ranging from 64.8% (95%CI= 63.9, 65.8) in Ho Chi Minh City to 96.7% (96.0, 97.3) in Hai Phong. After adjustment, prevalence was lower in Ho Chi Minh City (aPR= 0.76; 95%CI= 0.75, 0.78; p<0.001) and higher in Hai Phong (aPR= 1.25; 95%CI= 1.23, 1.26; p<0.001) relative to Hanoi, and fell with age (aPR= 0.97 per year; 95%CI= 0.96, 0.97; p<0.001). Among 9,285 linked year pairs from 8,341 children, 85.3% (84.4, 86.1) of initially inadequately corrected children remained so the following year. Conclusions Most spectacle-wearing children in this Vietnamese cohort were inadequately corrected, with wide geographic variation and high persistence. School vision programs need mechanisms to verify correction adequacy after glasses are dispensed, not only to detect refractive error.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Prevalence and causes of blindness and visual impairment in Kogi state, Nigeria – Findings from a Rapid Assessment of Avoidable Blindness survey 94%
- Factors Affecting Guardians’ Decision Making on Clinic-based Purchase of Children’s Spectacles in Nigeria 93%
- A psychometric evaluation of the Chinese Impact of Vision Impairment (C-IVI) questionnaire in an adult cohort with high myopia using Rasch Analysis 93%
Similar papers in this journal
- Prevalence, incidence and risk factors for myopia among urban and rural children in southern China: protocol for a school-based cohort study 94%
- Prevalence and causes of vision impairment in Norwest Portugal: a capture and recapture study 91%
- Functional changes of visual cortex in pre- and post- operative intermittent exotropia patients: study protocol for a non-randomized case-control clinical trial 90%
Similar papers in this journal
- Racism in public health authorities - a scoping review and situational analysis 88%
- Uptake and factors associated with cervical cancer screening among women aged 18-49 years at a public hospital in Coastal Kenya 88%
- Early Pandemic Associations of Latitude, Sunshine Duration, and Vitamin D Status with COVID-19 Incidence and Fatalities: A Global Analysis of 187 Countries 88%
Similar papers in this journal
- Reducing Covid-19 risk in schools: a qualitative examination of staff and family views and concerns 86%
- Influence of vitamin D supplementation on growth, body composition, pubertal development and spirometry in South African schoolchildren: a randomised controlled trial (ViDiKids) 86%
- Early activity and impact of a neighbourhood multidisciplinary team that integrates health, and social support for underserved children and young people in Birmingham, UK: an observational study 86%
Similar papers in this journal
- Disparities in COVID-19 Reported Incidence, Knowledge, and Behavior 87%
- Self-Reported Mask Wearing Greatly Exceeds Directly Observed Use: Urgent Need for Policy Intervention in Kenya 87%
- Trends in Homeschooling Rates Following Elimination of Nonmedical Exemptions to Childhood Immunizations, 2012-2020 87%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.