Related Experiment Video
Updated: Apr 29, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
[Model for predicting childhood obesity from diet and physical activity]
Alfredo Larrosa-Haro1, Guillermo Julián González-Pérez, Edgar Manuel Vásquez-Garibay
1Instituto de Nutrición Humana, Centro Universitario de Ciencias de la Salud, Departamento de ClÍnicas de la Reproducción Humana, Crecimiento y Desarrollo Infantil, Universidad de Guadalajara. alfredolarrosaharo@hotmail.com.
Background:
If obesity results from the interaction of variables that involve the subject and his environment, the alternatives to face the problem could be very diverse. The objective of this study was to seek for the best predictive model of childhood obesity from energy ingestion, dietary habits and physical activity.
Methods:
Case control study of 99 obese and 100 healthy weight children (Center for Diseases Control criteria). Energy ingestion was estimated by means of a 24-hour recall, dietary and physical activity habits by validated questionnaires. A logistic regression analysis was made.
Results:
Variables independently associated to obesity were higher energy ingestion; lower frequency in mealtimes; having the afternoon lunch outside home; higher frequency of consumption of fat, junk food and sweetened beverages; lower time of moderate physical activity at school and at home; and increased time for homework and watching TV. The variables included in the regression model were energy intake; frequency of ingestion of fat, junk foods and sweetened beverages; and physical activity at home and at school.
Conclusion:
The diversity of associated variables underlines the complexity and multi-causal condition of obesity.
Related Concept Videos
Obesity
Clearance Models: Physiological Models
The organ's clearance rate depends on the blood flow to the organ and the extraction ratio (E). The extraction ratio describes the organ's...
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Mechanistic Models: Compartment Models in Individual and Population Analysis
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...
Cancer Prevention
Some...

