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Updated: Jun 18, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Childhood overweight and obesity as risk factors for astigmatism: a longitudinal analysis
Itay Nitzan1, David Carmon2, Oriel Spierer3
1Department of Ophthalmology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel; Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel.
Insights
Children with overweight and obesity have a higher risk of developing astigmatism. Early vision screening for high body mass index (BMI) children can help prevent vision impairment.
Area of Science:
- Ophthalmology
- Pediatrics
- Public Health
Background:
- The relationship between body mass index (BMI) and astigmatism in children is not well-established.
- Astigmatism is a common refractive error affecting visual acuity.
Purpose of the Study:
- To investigate the longitudinal association between BMI and the development of astigmatism in a large pediatric cohort.
- To determine if higher BMI categories increase the risk of astigmatism in children.
Main Methods:
- Retrospective cohort study of 22,130 children aged 6-10 years with at least 2 years of follow-up.
- BMI categorized using CDC percentiles; astigmatism defined as ≥0.75 D.
- Multinomial logistic regression adjusted for sociodemographic factors; population attributable fraction calculated.
Main Results:
- Astigmatism prevalence increased with higher baseline BMI categories (p < 0.001).
- Overweight and obesity were significantly associated with increased odds of low-to-moderate and high astigmatism.
- Obesity showed the strongest association with against-the-rule astigmatism (OR: 1.41).
Conclusions:
- Overweight and obesity are linked to an elevated risk of astigmatism in children.
- Targeted vision screening for children with high BMI is recommended for early detection and intervention.
- Timely correction of astigmatism can mitigate potential visual impairment.
Objective:
The association between body mass index (BMI) and astigmatism among children remains unclear. We conducted a longitudinal study to examine the relationship between BMI and astigmatism in a large pediatric cohort.
Design:
A population-based retrospective cohort study.
Participants:
A total of 22,130 children aged 6 to 10 years from Maccabi Healthcare Services, Israel's second-largest health maintenance organization, who underwent refractive assessment between 2012 and 2022 and had at least 2 years of follow-up.
Methods:
BMI was categorized using U.S. Centers for Disease Control and Prevention percentiles. Astigmatism was defined as ≥0.75 D and classified by severity and axis. Multinomial logistic regression assessed the associations between baseline BMI and astigmatism at follow-up, adjusting for sociodemographic factors. The population attributable fraction was calculated.
Results:
Mean baseline age was 8.1 years, mean follow-up was 62.9 months, and 53.6% of participants were female. Astigmatism at follow-up increased across baseline BMI categories (p < 0.001). In multivariable analysis, overweight and obesity were associated with higher odds ratios (ORs) for low-to-moderate astigmatism (OR: 1.10; 95% CI: 1.01-1.21; p = .026 and OR: 1.24; 95% CI: 1.14-1.34; p < .001, respectively) and high astigmatism (OR: 1.40; 95% CI: 1.00-1.96; p = .048 and OR: 1.76; 95% CI: 1.30-2.38; p < .001, respectively). BMI was also associated with against-the-rule astigmatism, with the strongest association observed in obesity (OR: 1.41; 95% CI: 1.29-1.55; p < .001). Population attributable fractions were 4.3% for low-to-moderate astigmatism and 13.4% for high astigmatism.
Conclusions:
Overweight and obesity were associated with increased risk of astigmatism. Early vision screening in children with high BMI may support timely correction and reduce visual impairment.
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