Longitudinal analysis of physical activity, sedentary behaviour and anthropometric measures from ages 6 to 11 years

Abstract Background/Objectives The aim of this study was to examine the effect of physical activity (PA) and sedentary behaviour (SB) on body mass index (BMI) and fat mass index (FMI) in children over the course of five years and identify potential bi-directional associations. Subjects/Methods Data...

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Main Authors: Phillipp Schwarzfischer (Author), Dariusz Gruszfeld (Author), Piotr Socha (Author), Veronica Luque (Author), Ricardo Closa-Monasterolo (Author), Déborah Rousseaux (Author), Melissa Moretti (Author), Benedetta Mariani (Author), Elvira Verduci (Author), Berthold Koletzko (Author), Veit Grote (Author)
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Published: BMC, 2018-12-01T00:00:00Z.
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042 |a dc 
100 1 0 |a Phillipp Schwarzfischer  |e author 
700 1 0 |a Dariusz Gruszfeld  |e author 
700 1 0 |a Piotr Socha  |e author 
700 1 0 |a Veronica Luque  |e author 
700 1 0 |a Ricardo Closa-Monasterolo  |e author 
700 1 0 |a Déborah Rousseaux  |e author 
700 1 0 |a Melissa Moretti  |e author 
700 1 0 |a Benedetta Mariani  |e author 
700 1 0 |a Elvira Verduci  |e author 
700 1 0 |a Berthold Koletzko  |e author 
700 1 0 |a Veit Grote  |e author 
245 0 0 |a Longitudinal analysis of physical activity, sedentary behaviour and anthropometric measures from ages 6 to 11 years 
260 |b BMC,   |c 2018-12-01T00:00:00Z. 
500 |a 10.1186/s12966-018-0756-3 
500 |a 1479-5868 
520 |a Abstract Background/Objectives The aim of this study was to examine the effect of physical activity (PA) and sedentary behaviour (SB) on body mass index (BMI) and fat mass index (FMI) in children over the course of five years and identify potential bi-directional associations. Subjects/Methods Data were drawn from the EU Childhood Obesity Project (CHOP). PA and SB were measured with the SenseWear Armband 2 at the ages of 6 (T1), 8 (T2) and 11 (T3) years. Height and weight were measured and BMI was calculated at each time point, resulting in 1254 complete observations from 600 children. Bio impedance analysis was used to measure body fat mass and eventually calculate FMI. To examine the longitudinal association between PA/SB and BMI/FMI as well as to account for repeated measure on these children, mixed model analysis was employed. Results Higher levels of total PA and moderate-to-vigorous PA (MVPA) were associated with lower BMI and FMI and higher SB with higher BMI and FMI over the five year period. When looking at the age dependent effects, negative associations of MVPA (βMVPA x age: − 0.05, 95% confidence interval (CI): − 0.09 - -0.01, p = 0.007) and positive associations of SB (βSB x age: 0.04, 95% CI: 0.02-0.06, p < 0.001) increased with each year of age. In a model combining these two effects, only SB x age interaction remained significant (βSB x age: 0.04, 95% CI: 0.03-0.06, p = 0.01). No significant interaction between MVPA and SB could be discerned. Light Physical activity showed no significant associations with BMI or FMI. When reversing outcome and predictor; higher BMI or FMI showed a negative association with MVPA and a positive association with SB, but no age dependency. Conclusions More time per day in SB was associated with a higher BMI over the course of five years, whereas higher MVPA had an inverse effect. In a combined model, only effects of higher SB remained significant, emphasizing the importance of SB in obesity prevention. Present bidirectional associations, where lower body size was associated with higher PA and lower SB, indicated the need for an integrated approach of activity and weight control for obesity prevention. Trial registration ClinicalTrials.gov Identifier: NCT00338689. Registered: June 19, 2006 (retrospectively registered). 
546 |a EN 
690 |a Obesity 
690 |a Accelerometer 
690 |a SenseWear armband 
690 |a Light physical activity 
690 |a MVPA 
690 |a CHOP 
690 |a Nutritional diseases. Deficiency diseases 
690 |a RC620-627 
690 |a Public aspects of medicine 
690 |a RA1-1270 
655 7 |a article  |2 local 
786 0 |n International Journal of Behavioral Nutrition and Physical Activity, Vol 15, Iss 1, Pp 1-9 (2018) 
787 0 |n http://link.springer.com/article/10.1186/s12966-018-0756-3 
787 0 |n https://doaj.org/toc/1479-5868 
856 4 1 |u https://doaj.org/article/adbcf2d0d8734f138964ad70e175af1a  |z Connect to this object online.