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Objectively Measured Physical Activity and Body Mass Index in Preschool Children
Author(s) -
Susana Vale,
Rute Santos,
Luísa SoaresMiranda,
Carla Moreira,
Jonatan R. Ruiz,
Jorge Augusto Silva Mota
Publication year - 2010
Publication title -
international journal of pediatrics
Language(s) - English
Resource type - Journals
eISSN - 1687-9759
pISSN - 1687-9740
DOI - 10.1155/2010/479439
Subject(s) - algorithm , body mass index , logistic regression , medicine , overweight , artificial intelligence , machine learning , mathematics , computer science
Aim. To examine the association between objectively measured physical activity (PA) and body mass index (BMI) in preschool children. Methods. The study comprised 281 children (55.9% boys) aged from 4 to 6 years. PA was measured by accelerometer. Children were categorized as non-overweight (NOW) and overweight/obese (OW) according to the sex-adjusted BMI z-score (<1 and >/=1, resp.). Results. Total and moderate intensity PA were not associated with BMI. We observed that a higher proportion of OW children were classified as low-vigorous PA compared to their NOW peers (43.9 versus 32.1%, resp., P > .05). Logistic regression analysis showed that children with low-vigorous PA had higher odds ratio (OR) to be classified as OW compared to those with high-vigorous PA (OR = 4.4; 95% CI: 1.4-13.4; P = .008) after adjusting for BMI at first and second years of life and other potential confounders. Conclusion. The data suggests that vigorous PA may play a key role in the obesity development already at pre-school age.

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