A trajectory analysis of body mass index for Finnish children

The aim of this study is to investigate the early development of body mass index (BMI), a standard tool for assessing the body shape and average level of adiposity for children and adults. The main aim of the study is to identify the primary trajectories of BMI development and to investigate the cha...

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Bibliographic Details
Published in:Journal of applied statistics 2014-07, Vol.41 (7), p.1422-1435
Main Authors: Nummi, Tapio, Hakanen, Tiina, Lipiäinen, Liudmila, Harjunmaa, Ulla, Salo, Matti K., Saha, Marja-Terttu, Vuorela, Nina
Format: Article
Language:English
Subjects:
adiposity rebound
Age
Birth
Body mass index
Body size (biology)
Children
Childrens health
finite mixtures
Gender differences
growth curves
Human growth
obesity
Overweight
Phases
Regression
Regression analysis
Statistical methods
Studies
Trajectories
Trajectory analysis
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Summary:The aim of this study is to investigate the early development of body mass index (BMI), a standard tool for assessing the body shape and average level of adiposity for children and adults. The main aim of the study is to identify the primary trajectories of BMI development and to investigate the changes of certain growth characteristics over time. Based on our longitudinal data of 4223 Finnish children, we took anthropometric measurements from birth up to 15 years of age for birth years 1974, 1981, 1991 and 1995, but only up to 11 years of age for the birth year 2001. As a statistical method, we utilized trajectory analysis with the methods of nonparametric regression. We identified four main trajectories of BMI growth. Two of these trajectories do not seem to follow the normal growth pattern. The highest growth track appears to yield to a track that may yield to overweight and the low birth BMI track shows that the girls' track differs that of boys on the same track, and on the normal tracks. The so-called adiposity rebound time decreased over time and started earlier for those on the overweight track. According to our study, this kind of acceleration of growth might be more of a general phenomenon that also relates to the other phases of BMI development. The major change seems to occur especially for those children on high growth tracks.
ISSN:0266-4763
1360-0532
DOI:10.1080/02664763.2013.872232