Association between refraction characteristics and anthropometrics in 7- to 10-year-old Chinese primary school

Mingming Cui1, Donghao Song2, Yibo Niu2

  • 1Capital Center for Children's Health, Capital Medical University, Capital Institute of Pediatrics, Beijing, China.

BMC Ophthalmology
|February 4, 2026
PubMed

Insights

Accelerated physical growth in children shows modest links to axial elongation and myopia development, but not a causal relationship. Axial length to corneal curvature ratio (AL/CR) is a key biometric predictor for refractive error.

Area of Science:

  • Ophthalmology
  • Pediatric Health
  • Human Growth and Development

Background:

  • Refractive errors, particularly myopia, are increasingly prevalent in children.
  • Understanding the interplay between physical development and ocular health is crucial for early intervention.

Purpose of the Study:

  • To investigate the relationship between refractive status and physical growth parameters in children aged 7-10 years.
  • To explore potential correlations between height-for-age z-score (HAZ), body mass index z-score (z-BMI), and ocular biometric data.

Main Methods:

  • A cohort of 1260 primary school students in Beijing underwent anthropometric measurements (height, weight, BMI) and cycloplegic refraction.
  • Ocular biometrics including axial length (AL), anterior chamber depth (ACD), and corneal curvature (CR) were measured.
  • Statistical analyses, including multiple linear regression, were used to assess correlations between growth parameters and ocular metrics.

Main Results:

  • Myopia prevalence was 21.19% and increased with age; boys exhibited longer AL and deeper ACD than girls.
  • Accelerated physical growth (higher HAZ and z-BMI) correlated positively with increased AL and CR.
  • Axial length to corneal curvature ratio (AL/CR) emerged as a significant biometric predictor of refractive error.

Conclusions:

  • While accelerated physical growth is statistically linked to axial elongation and myopia development, the clinical significance is modest.
  • No causal link between growth and refractive changes was established, highlighting the need for further research.
  • AL/CR is a key predictor, suggesting its utility in myopia risk assessment and prevention strategies.
Abstract

Related Concept Videos

Student t Distribution01:31

Student t Distribution

The population standard deviation is rarely known in many day-to-day examples of statistics. When the sample sizes are large, it is easy to estimate the population standard deviation using a confidence interval, which provides results close enough to the original value. However, statisticians ran into problems when the sample size was small. A small sample size caused inaccuracies in the confidence interval.
The Student t distribution was developed by William S. Goset (1876–1937) of the...
14.2K
Characteristics of Life01:23

Characteristics of Life

Biology is a natural science that studies life and living organisms, including their structure, function, development, interactions, evolution, distribution, and taxonomy. The field's scope is extensive and divided into several specialized disciplines, such as anatomy, physiology, ethology, genetics, and many more. All living things share a few key traits, including cellular organization, heritable genetic material and the ability to adapt/evolve, metabolism to regulate energy needs, the...
261.8K
Microsoft Excel: Student's t-Test01:25

Microsoft Excel: Student's t-Test

Student's t-test in Microsoft Excel is a statistical method used to compare the means of two groups to determine if they are significantly different from each other. It's commonly used to evaluate hypotheses, such as testing whether a treatment has an effect compared to a control group. Excel provides built-in functions to perform t-tests, making it accessible for users needing to conduct basic statistical analysis.
To conduct a t-test in Excel, use the T.TEST function or the "Data...
1.7K
Comparing Experimental Results: Student's t-Test01:09

Comparing Experimental Results: Student's t-Test

The t-test is a statistical method used to compare the sample mean with a population mean or compare two means from two data sets. The test statistic is calculated from the standard deviation, mean, and number of measurements in the data set at a selected confidence interval and then compared to a table of critical values at this confidence level. If the test statistic is smaller than the critical value, the null hypothesis is accepted. In this case, we state that the difference between the...
6.0K
Association Areas of the Cortex01:21

Association Areas of the Cortex

Association areas are regions of the cerebral cortex that do not have a specific sensory or motor function. Instead, they integrate and interpret information from various sources to enable higher cognitive processes such as memory, learning, and decision-making. Some key association areas include the following:
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
9.4K
Associative Learning01:27

Associative Learning

Associative learning is a fundamental concept in behavioral psychology, wherein a connection is established between two stimuli or events, leading to a learned response. This process is critical in understanding how behaviors are acquired and modified. Conditioning, the mechanism through which associations are formed, can be divided into two main types: classical conditioning and operant conditioning, each elucidating different aspects of associative learning.
Classical conditioning, also known...
1.3K