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Updated: Aug 2, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Association between simple anthropometric indices and cardiovascular risk factors
1Department of Community and Family Medicine, Chinese University of Hong Kong, Hong Kong, Republic of China. Susanneho@cuhk.edu.hk
Waist circumference (WC) best predicts cardiovascular risk factors in both men and women. Different anthropometric indices like body mass index (BMI) and waist-to-hip ratio (WHR) show varied associations with metabolic risks depending on gender.
Area of Science:
- Cardiovascular Health
- Metabolic Syndrome Research
- Anthropometry and Public Health
Background:
- Cardiovascular disease (CVD) risk is influenced by obesity.
- Simple anthropometric indices are used to assess obesity and related metabolic risks.
- Understanding gender-specific associations between obesity measures and CVD risk factors is crucial for targeted interventions.
Purpose of the Study:
- To compare the predictive power of body mass index (BMI), waist-to-hip ratio (WHR), and waist circumference (WC) for cardiovascular risk factors.
- To investigate potential gender differences in the relationship between anthropometric indices and metabolic profiles.
Main Methods:
- A cross-sectional population-based survey conducted in 1995-1996.
- Inclusion of 1010 Chinese adults (500 men, 510 women) aged 25-74 years.
- Measurement of metabolic profiles and anthropometric indices (BMI, WHR, WC).
Main Results:
- Waist circumference (WC) demonstrated the strongest association with most metabolic profiles in both genders.
- Significant gender differences were observed: BMI predicted metabolic risks in men but not women; WHR correlated more strongly with risks in women.
- Serum insulin, plasma glucose, and triglycerides showed the highest correlations with obesity indices.
Conclusions:
- The association between obesity indices and metabolic syndrome components is gender-dependent.
- Waist circumference (WC) is a valuable predictor of cardiovascular risk across genders.
- Body mass index (BMI) and waist-to-hip ratio (WHR) have specific utility for men and women, respectively, in predicting cardiovascular risk.
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