Socio-demographic disparities in amblyopia prevalence among 1.5 million adolescents

Sociodemographic Disparities in Uncorrectable Visual Impairment Among US Adolescents

PURPOSE

To estimate the prevalence of uncorrectable visual impairment and to identify sociodemographic factors associated with such impairment among US adolescents.

DESIGN

Cross-sectional study.

SETTING

1999 to 2008 National Health and Nutrition Examination Survey.

STUDY POPULATION

Adolescents (age 12-19 years).

OBSERVATION

Best-corrected visual acuity.

OUTCOME MEASURES

Prevalence of unilateral uncorrectable visual impairment, defined as best-corrected visual acuity of 20/40 or better in one eye with greater than 2 lines of visual acuity asymmetry, and of bilateral uncorrectable visual impairment, defined as best-corrected visual acuity worse than 20/40 in both eyes. Multivariable logistic regression was used to identify sociodemographic factors (race and ethnicity, caregiver education, household income, food security, citizenship status, health insurance type, and healthcare access) associated with uncorrectable visual impairment, adjusting for age and sex.

RESULTS

The survey identified 9949 participants (mean [SD] age, 15.86 [2.27] years; 4914 female participants [49%]). The prevalence estimate of uncorrectable visual impairment was 4.0% (491 participants, 95% confidence intervals [CI] 3.4%-4.7%). After adjusting for age and sex, there were increased odds of uncorrectable visual impairment among those with family income below poverty level (odds ratio [OR], 1.59; 95% CI, 1.14-2.22) compared to poverty level and above, those with Mexican-American ethnicity (OR, 1.64; 95% CI, 1.18-2.29) or non-Hispanic Black race (OR, 1.43; 95% CI, 1.03-1.99) compared to non-Hispanic White race, those with food insecurity (OR, 1.67; 95% CI, 1.21-2.32), those with caregiver education below high school (OR, 1.68; 95% CI, 1.24-2.28), those with public insurance (OR, 1.67; 95% CI, 1.21-2.30), and those with no insurance (OR, 1.71; 95% CI, 1.12-2.59) compared to those with private insurance.

CONCLUSIONS

Socioeconomic disparities in the prevalence of uncorrectable visual impairment are evident by adolescence. Interventions to treat amblyopia, the most common cause of uncorrectable vision loss, have limited efficacy in late childhood. Efforts are needed to identify and treat amblyopia in socioeconomically disadvantaged populations at an earlier age to prevent permanent vision loss.

The Prevalence of Obesity is Increased in Adolescents with Amblyopia: An Analysis of National Health and Nutrition Examination Survey Data

Background: Amblyopia is the most common cause of vision loss in children. Amblyopia has been associated with impaired depth perception but little attention has been paid to the extent to which amblyopia increases the risk of obesity. Methods: Public-use data from the 1999-2008 National Health and Nutrition Examination Survey were used. Analyses were limited to children aged 12-18, who had a visual examination, and a best corrected visual acuity (BCVA) of at least 20/40 in the better-seeing eye. Amblyopia was defined as two or more-line interocular difference in BCVA. Obesity was defined as Body Mass Index (BMI) or body fat percentage (BFP) ≥95th percentile for age and gender. Sedentary lifestyle was defined as cardiovascular fitness level (CFL) rating of "low." We used Mantel-Haenszel odds ratios (ORs) to examine the relative prevalence of obesity in children with/without amblyopia. Results: Adolescents with amblyopia (n = 360) were more likely than those without (n = 7935) to have a high BMI [OR = 1.56; 95% confidence interval (CI): 1.24-1.98; p < 0.001]. The associations with either high BFP (OR = 1.20; 95% CI: 0.86-1.56, p = 0.167) or low CFL (OR = 1.15; 95% CI: 0.83-1.57; p = 0.267) were not statistically significant but in the direction of a priori hypotheses. Conclusions: This analysis of population-based data suggests that adolescents with amblyopia may be at higher risk of having obesity. Given the high prevalence of amblyopia and the range of morbidities associated with childhood obesity, targeted interventions to reduce the risk of obesity among children with amblyopia could be warranted.

US children from non-English-speaking households are less likely to undergo vision testing

PURPOSE

To investigate the association between primary household language and vision testing among children living in the United States from 2016 to 2020.

METHODS

This analysis used data for children aged 3-17 years from the National Survey of Children's Health (NSCH), combining survey responses from 2016 to 2020. Primary household language and whether vision testing occurred were determined by survey responses. Complex samples logistic regression models, adjusted for insurance coverage, income (relative to the federal poverty level), race/ethnicity, educational level of household adult, and survey year, were developed to determine the likelihood of vision testing as a function of household English-language usage.

RESULTS

Among the 150,603 NSCH respondents, 9,750 (6.47%) were from non-English-speaking households. These children were less likely to undergo vision testing compared with those from English-speaking households (75.8% vs 67.6% [P < 0.001]). State requirements for vision screening among preschoolers and school-age children were associated with increased likelihood of vision testing (P < 0.05) among 3- to 5- and 12- to 17- year-olds; stratified by primary household language, this effect was greater among those from non-English-speaking households.

CONCLUSIONS

In this nationally representative sample, children from non-English-speaking households were less likely than those from English-speaking ones to receive vision testing, highlighting the need to address language services, health literacy, and other potential barriers to vision services in this population.

Visual impairment and cognitive performance: A nationwide study of 1.4 million adolescents

PURPOSE

Previous research highlights the adverse effects of visual impairment (VI) on academic achievement in children, yet its impact on cognitive performance among adolescents and young adults remains under-studied. Therefore, this investigation aimed to analyse this association in a nationwide sample of Israeli adolescents.

METHODS

A retrospective population-based cross-sectional study was conducted among 1,410,616 Israeli-born adolescents aged 16-19 years, who were assessed before mandatory military service between 1993 and 2017. The definition of VI was based on best-corrected visual acuity (BCVA) measurements using a standard Snellen chart. Adolescents with BCVA worse than 6/9 in either or both eyes were classified as having unilateral or bilateral VI, respectively. Cognitive performance was measured using the General Intelligence Score (GIS), based on a validated four-domain test. Relationships were analysed using regression models yielding adjusted odds ratios (ORs) for low (<-1 standard deviation [SD]) and high (≥1 SD) cognitive Z-scores.

RESULTS

Of 1,410,616 adolescents (56.1% men), 13,773 (1.0%) had unilateral and 3980 (0.3%) had bilateral VI. Unilateral VI was associated with adjusted ORs for low and high cognitive Z-scores of 1.24 (1.19-1.30) and 0.84 (0.80-0.89), respectively. ORs were accentuated for bilateral VI, reaching 1.62 (1.50-1.75) and 0.81 (0.74-0.90) for low and high cognitive Z-scores, respectively. Cognitive performance subscores mirrored these results, with the visual-spatial functioning subtest demonstrating the greatest effect size. These associations persisted in sub-analyses restricted to adolescents with amblyopia-related VI, mild VI and unimpaired health status.

CONCLUSIONS

Visual impairment, including mild and unilateral cases, is associated with reduced cognitive performance scores assessed in late adolescence. Further research is required to gain a comprehensive understanding of the dynamics underlying this relationship.

UCI EyeMobile Exam Findings from School Children Following on-Site Screening

Purpose

Uncorrected refractive errors (REs) and amblyopia can lead to visual impairment with deleterious effects on quality of life and academic performance. Early detection and treatment by community vision care programs, such as the UCI EyeMobile for Children, can aid in addressing preventable vision loss.

Methods

A total of 5074 children between the ages of 3 and 10 years were screened at 153 locations, including preschools, head start programs, and elementary schools within Orange County (OC), California (CA). Subsequently, 1024 children presented for comprehensive eye examinations. A retrospective analysis of all examined children was conducted, determining the frequency and severity of REs and amblyopia and the spectacle prescription rate by age. Propensity score matching analysis evaluated the effect of median household income on RE and amblyopia frequency.

Results

Among those who failed initial screening and were subsequently examined, significant rates of REs and amblyopia were detected: myopia (24.4%), hyperopia (35.4%), astigmatism (71.8%), anisometropia (8.9%), amblyopia (7.0%), and amblyopia risk (14.4%). A majority (65.0%) of those examined received prescription spectacles from UCI EyeMobile, with around a third requiring a new or updated prescription. The frequency of REs and amblyopia and the spectacle prescription rate were uniform across OC congressional districts. Myopia and amblyopia risk was positively and negatively associated with household income, respectively.

Conclusion

The UCI EyeMobile for Children serves as a vital vision care program, providing free vision screening, comprehensive eye examinations, and spectacles. A significant number of children required examination, and a high frequency of REs and amblyopia were detected in examined children, with subsequent provision of prescription spectacles to most children.

Reducing Ophthalmic Health Disparities Through Transfer Learning: A Novel Application to Overcome Data Inequality

Purpose

Race disparities in the healthcare system and the resulting inequality in clinical data among different races hinder the ability to generate equitable prediction results. This study aims to reduce healthcare disparities arising from data imbalance by leveraging advanced transfer learning (TL) methods.

Method

We examined the ophthalmic healthcare disparities at a population level using electronic medical records data from a study cohort (N = 785) receiving care at an academic institute. Regression-based TL models were usesd, transferring valuable information from the dominant racial group (White) to improve visual field mean deviation (MD) rate of change prediction particularly for data-disadvantaged African American (AA) and Asian racial groups. Prediction results of TL models were compared with two conventional approaches.

Results

Disparities in socioeconomic status and baseline disease severity were observed among the AA and Asian racial groups. The TL approach achieved marked to comparable improvement in prediction accuracy compared to the two conventional approaches as evident by smaller mean absolute errors or mean square errors. TL identified distinct key features of visual field MD rate of change for each racial group.

Conclusions

The study introduces a novel application of TL that improved reliability of the analysis in comparison with conventional methods, especially in small sample size groups. This can improve assessment of healthcare disparity and subsequent remedy approach.

Translational Relevance

TL offers an equitable and efficient approach to mitigate healthcare disparities analysis by enhancing prediction performance for data-disadvantaged group.

Associations between Socioeconomic Factors and Visit Adherence among Patients with Glaucoma in the All of Us Research Program

PURPOSE

To identify socioeconomic factors associated with visit adherence among patients with glaucoma in a nationwide cohort.

DESIGN

Cross-sectional study.

SUBJECTS

All subjects were participants in the National Institutes of Health All of Us Research Program. This study cohort consists of participants who were diagnosed with glaucoma and who answered the question on the Health Care Access and Utilization Survey regarding whether they have seen an eye care provider in the last 12 months.

METHODS

Descriptive analyses were conducted based on participant age, gender, race/ethnicity, insurance status, level of education, and income bracket. Multivariable logistic regression adjusting for these factors was used to generate odds ratios (ORs) for the association between socioeconomic factors and visit adherence.

MAIN OUTCOME MEASURE

Visit adherence, defined as reporting seeing an eye care provider in the last 12 months.

RESULTS

Among 4517 patients with glaucoma, 730 (16.3%) indicated that they had not seen or spoken to an eye doctor in the last 12 months. In multivariable models, those with some college education (OR: 1.91; 95% confidence interval [CI]: 1.19-3.04) and those with a college degree or advanced degree (OR: 2.25; 95% CI: 1.39-3.60) and those with the highest annual income of ≥ $200 000 (OR: 1.64; 95% CI: 1.10-2.45) were more likely to have seen an eye doctor in the past year compared with those in the lowest education and income categories, respectively.

CONCLUSION

Lower income and education levels were significantly associated with lower odds of seeing an eye doctor in the past year among all patients with glaucoma in All of Us. This highlights an important health disparity and may inform subsequent interventions to promote improved adherence to clinical guidelines regarding eye care for glaucoma monitoring and management.

FINANCIAL DISCLOSURE(S)

Proprietary or commercial disclosure may be found after the references.

Rapid Rollout and Initial Uptake of a Booster COVID-19 Vaccine Among Israel Defense Forces Soldiers

The surge of breakthrough COVID-19 among fully vaccinated individuals has raised the prospects of booster dose administration. In Israel, concerns of waning immunity and dominance of the B.1.617.2 (delta) variant resulted in approval of a third-dose (booster) vaccination for the entire eligible population starting on August 29, 2021. This study aims to evaluate vaccine uptake for booster doses among a population of previously vaccinated individuals during a rapid rollout and to analyze socio-demographic characteristics associated with vaccine uptake. A cross-sectional study among Israel Defense Forces soldiers with high access to booster doses of BNT162b2. Subjects eligible for booster doses were voluntarily vaccinated at three vaccine sites constructed within soldiers' bases. We analyzed associations between subjects' socio-demographic characteristics and booster vaccine uptake at the culmination of vaccine rollout using logistic regression models. 1157 soldiers from an IDF brigade were eligible for third dose vaccination (received second dose > 5-months before rollout), with 978 (84.5%) receiving a third, booster dose during the study's timeframe. Subjects' median age was 20.5 (IQR 19.7-21.5) and 791 (68.4%) were male. Notable socio-demographic characteristics associated with increased vaccine uptake in a multivariable model included increased age (OR 1.16, 95% CI 1.02-1.31), high socio-economic status (OR 2.12, 95% CI 1.25-3.59) and female sex (OR 1.87, 95% CI 1.26-2.74). Below-average cognitive function score was associated with decreased vaccine uptake (OR 0.61, 95% CI 0.39-0.95). This study demonstrates that real-world vaccine hesitancy remains a major obstacle, even among a population previously acceptant to COVID-19 vaccines. Decreased uptake for vaccines may be associated with socio-demographic variables in-spite of high-access vaccine rollouts. Reasons for vaccine hesitancy among previously vaccinated individuals, along with the benefits of population-wide booster administration should be further investigated.

Strabismus and amblyopia in Africa - a systematic review and meta-analysis

The objective of this review was to estimate the prevalence of strabismus and amblyopia in Africa. A systematic online literature search was conducted for articles on strabismus and amblyopia in Africa. Meta-analysis was performed, using the Freeman-Tukey double arcsine transformation, to estimate the prevalence of strabismus and amblyopia in Africa. Subgroup analyses were conducted according to age, gender, study year, and type of amblyopia. Meta-regression was used to evaluate the influence of predetermined factors on the prevalence of amblyopia. 8 (1 population-based & 7 school-based) and 21 (3 population-based & 18 school-based) studies on strabismus and amblyopia with sample sizes of 22,355 and 46,841, respectively, were included in the review. Overall prevalence of strabismus in Africa was estimated to be 0.8% (95% CI: 0.4% - 1.4%); exotropia was 0.2% (95% CI: 0.1% - 0.5%) and esotropia was 0.5% (95% CI: 0.1% - 1.2%). Overall prevalence of amblyopia was estimated to be 0.6% (95% CI: 0.3% - 0.9%); refractive and strabismic amblyopia were 1.1% (95% CI: 0.2% - 2.5%) and 0.4% (95% CI: 0.2% - 0.6%), respectively. Prevalence estimate of amblyopia in males was 1.8% (95% CI: 0.7% - 3.3%) and in females was 1.3% (95% CI: 0.4% - 2.6%). There was a significant association between the prevalence of amblyopia and the type of amblyopia (p = .007) and the study year (p = .006). Although there appears to be a relatively low prevalence of strabismus and amblyopia in Africa, there is a dearth of well-designed population-based studies on strabismus and amblyopia in Africa, resulting in the lack of epidemiological information on strabismus and amblyopia within the general African population. Information about the prevalence of strabismus and amblyopia across Africa can inform policy making and design and implementation of public health intervention program.