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Updated: Aug 18, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
BMI from 3-6 y of age is predicted by TV viewing and physical activity, not diet
R Jago1, T Baranowski, J C Baranowski
1Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA. russ.jago@gmail.com
Insights
Physical activity and TV viewing predict children's BMI. Reduced physical activity and increased TV time are linked to higher BMI, especially around ages 6-7, suggesting interventions to prevent childhood obesity.
Area of Science:
- Pediatric obesity research
- Childhood development and health
- Nutritional science and public health
Background:
- Childhood obesity is a growing public health concern.
- Understanding early life predictors of body mass index (BMI) is crucial for prevention.
- Longitudinal studies tracking lifestyle factors in young children are needed.
Purpose of the Study:
- To determine if diet, physical activity, sedentary behavior, or television (TV) viewing predict body mass index (BMI) in children aged 3-7 years.
- To analyze the changing relationship between these lifestyle factors and BMI over time.
Main Methods:
- A 3-year longitudinal study of a triethnic cohort of 3-4-year-old children.
- Body mass index (BMI) assessed annually.
- Physical activity measured via heart rate monitoring and observation.
- Diet, sedentary behavior, and TV viewing assessed through direct observation.
- Repeated measures regression analysis used to identify significant predictors.
Main Results:
- Physical activity and TV viewing were significant predictors of BMI, beyond baseline BMI.
- The predictive relationship of physical activity with BMI became negative over time.
- TV viewing showed an increasing positive association with BMI in later study years.
- Significant interactions indicated that physical activity and TV viewing predict BMI differently as children age.
Conclusions:
- Physical activity and TV viewing are key modifiable factors influencing BMI in early childhood.
- Aged 6-7 years appears to be a critical period where these factors significantly impact BMI.
- Interventions focusing on reducing TV time and increasing physical activity may effectively prevent childhood obesity.
Objective:
To investigate whether, diet, physical activity, sedentary behavior or television (TV) viewing predicted body mass index (BMI) among 3-7-y-old children.
Design:
A triethnic cohort of 3-4-y-old children was followed for 3 y from 1986 to 1989.
Measurements:
BMI was assessed at the beginning and end of each measurement year. Heart rate monitoring and observation were used to assess physical activity. Diet (calories, % calories from fat and carbohydrate), sedentary behavior and TV viewing were assessed by direct observation in each year. A repeated measures regression analysis with year as a factor and BMI at the end of each year as dependent variables was run. Nonsignificant variables were removed in a stepwise backward deletion process and significant interactions graphed.
Results:
The interactions between minutes of TV viewing per hour and study year and minutes of physical activity per hour and study year were significant (P<0.05). There were also significant main effects for TV viewing, physical activity and BMI from the beginning of the study. The model accounted for 65% of the variance in BMI across the three study years. Plotting the significant interactions demonstrated that physical activity was positively associated with BMI in year 1, and negatively associated in years 2 and 3 with a stronger negative relationship in year 3 than 2. TV viewing became positively associated with BMI during the third study year.
Conclusion:
Physical activity and TV viewing were the only significant predictors (other than baseline BMI) of BMI among a triethnic cohort of 3-4-y-old children followed for 3 y with both physical activity (negatively associated) and TV viewing (positively associated) becoming stronger predictors as the children aged. It appears that 6 or 7 y is a critical age when TV viewing and physical activity may affect BMI. Therefore, focusing on reducing time spent watching television and increasing time spent in physical activity may be successful means of preventing obesity among this age group.
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