Related Experiment Video
Updated: Aug 28, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
[Correlation of neck circumference with body mass index in preschool children]
Ning-Ning Hu1, Miao He1, Yu-Feng Li1
1Nursing School of Xinjiang Medical University, Urumqi 830011, China. com).
Insights
Neck circumference correlates positively with body mass index in preschool children. This measurement can effectively identify overweight and obesity in young children.
Area of Science:
- Pediatrics
- Public Health
- Anthropometry
Background:
- Childhood overweight and obesity are significant public health concerns.
- Accurate identification methods are crucial for early intervention.
Purpose of the Study:
- To investigate the correlation between neck circumference and body mass index (BMI) in preschool children.
- To evaluate the utility of neck circumference in identifying overweight and obesity in this age group.
Main Methods:
- A study involving 3,719 preschool children aged under 7 in Urumqi, China.
- Pearson correlation analysis for neck circumference and BMI.
- Receiver operating characteristic (ROC) curve and Kappa consistency tests for diagnostic accuracy.
Main Results:
- A significant positive correlation (r≥0.50, P<0.001) was found between neck circumference and BMI in both boys and girls.
- Children classified as overweight/obese by BMI had significantly larger neck circumferences (P<0.001).
- ROC analysis indicated neck circumference had an area under the curve >0.7 for identifying overweight/obesity, with Kappa values >0.40.
Conclusions:
- Neck circumference is a reliable indicator positively correlated with BMI in preschool children.
- Neck circumference measurement offers a practical method for identifying overweight and obesity in young children.
Objectives:
To study the correlation between neck circumference and body mass index and the value of neck circumference in identifying overweight and obesity in preschool children.
Methods:
The stratified cluster sampling method was used to recruit 3 719 children under 7 years from 10 kindergartens in Urumqi, China. General data were collected, and physical measurements were performed. A Pearson correlation analysis was used to evaluate the correlation between neck circumference and body mass index. The receiver operating characteristic (ROC) curve was used to assess the accuracy of neck circumference in identifying overweight/obesity. The Kappa consistency test was used to assess the consistency of neck circumference and body mass index in identifying overweight/obesity.
Results:
There was a positive correlation between neck circumference and body mass index in boys and girls of all ages (r≥0.50, P<0.001). According to body mass index as the criteria for overweight/obesity, the children were divided into an overweight/obesity group and a non-overweight/obesity group, and the analysis showed that the overweight/obesity group had a significantly larger neck circumference than the non-overweight/obesity group (P<0.001). The ROC curve analysis showed that neck circumference had an area under the ROC curve of >0.7 in identifying overweight/obesity for boys and girls. The Kappa consistency test showed that the neck circumference and body mass index had a Kappa value of >0.40 in identifying overweight/obesity in boys and girls of all ages.
Conclusions:
Neck circumference is positively correlated to body mass index, and neck circumference can be used to identify overweight/obesity in preschool children.
More Related Videos
06:48Author Spotlight: Advancements in 3D Optical Imaging for Comprehensive Body Composition Assessment in Modern Research
Published on: June 7, 2024
03:35Determining Gender-Based Differences in Retinal and Choroidal Thickness in Underweight Individuals via Swept-Source Optical Coherence Tomography
Published on: December 1, 2023
Related Concept Videos
Coefficient of Correlation
If you suspect a linear relationship between x and y, then r can measure how strong the linear relationship is.
What the VALUE of r tells us:
The value of r is always between –1 and +1: –1 ≤ r ≤ 1.
The size of the correlation r indicates the...
Correlations
Signs of Puberty
Correlation
Two variables, for example, a and b, are said to be positively correlated if both variables move in the same direction. In other words, a positive correlation exists between two variables, a and b, if:
Obesity
Nature and Nurture