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Updated: May 1, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Linking parent perceptions of children's weight to early coronary risk factors: results from the CARDIAC Project
M E Stabler1, L Cottrell2, C Lilly3
1West Virginia University, Morgantown, West Virginia, USA. mstabler@hsc.wvu.edu.
Insights
Parental perception of child
Area of Science:
- Pediatric cardiology
- Public health
- Childhood obesity research
Background:
- Childhood obesity is a significant public health concern linked to heart disease.
- Early detection of cardiovascular disease (CVD) risk factors in children is crucial.
- Parental perception of child's body mass index (BMI) may influence CVD risk.
Purpose of the Study:
- To examine parental perception of their child's BMI.
- To identify associations between inaccurate BMI estimation and CVD risk factors in children.
- To inform public health interventions for childhood obesity in rural areas.
Main Methods:
- Analysis of lipid profiles and parental surveys from 147 rural fifth-grade students.
- Data collected during the 2008-2011 Coronary Artery Risk Detection in Appalachian Communities study.
- Statistical control for covariates to assess associations.
Main Results:
- Underestimating a child's BMI correlated with higher triglyceride and systolic blood pressure.
- Overestimating a child's BMI was linked to lower systolic blood pressure.
- Inaccurate parental BMI estimations are associated with specific CVD risk markers.
Conclusions:
- Parental underestimation of child's BMI is linked to coronary risk factors.
- Parental overestimation of child's BMI is associated with a protective CVD marker.
- Further research on parental perception's impact on CVD development is warranted.
Introduction:
Obesity is a public health threat because of the increasing prevalence in childhood and its causal relationship to the leading cause of death in America, heart disease. Detecting early signs of cardiovascular disease (CVD) risk factors in children and appropriately intervening to reverse the unhealthy trajectory associated with childhood obesity is of great importance. The objective of this study is to observe parental perception of their child's body mass index (BMI) and find associations between inaccurately estimated children and CVD risk factors.
Methods:
This study analyzed the association between 147 rural fifth grade students' lipid profiles and parents' self-reported survey who participated in the 2008-2011 Coronary Artery Risk Detection in Appalachian Communities study.
Results:
After controlling for covariates, underestimated children were more likely to have higher log-transformed triglyceride and systolic blood pressure values and overestimated children were more likely to have lower systolic blood pressure.
Conclusions:
Underestimating a child's BMI is associated with coronary risk-related factors, while overestimating a child's BMI is associate with a protective CVD marker. A follow-up study examining the development of CVD risk factors in children of parents who inaccurately estimate their BMI would help clarify this relationship. Knowledge of how parental perceptions directly influence higher lipid levels in children could have an impact on public health efforts in the fight against childhood obesity in rural environments.
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