A tutorial of the generalized additive models for location, scale and shape (GAMLSS) is given here using two examples. GAMLSS is a general framework for performing regression analysis where not only the location (e.g., the mean) of the distribution but also the scale and shape of the distribution can be modelled by explanatory variables.
Objective: To evaluate the effectiveness of a computer-generated tailored intervention leaflet compared with a generic leaflet aimed at increasing brown bread, wholegrain cereal, fruit and vegetable intakes in adolescent girls. Design: Clustered randomised controlled trial. Dietary intake was assessed via three 24 h dietary recalls. Setting: Eight secondary schools in areas of low income and/or high ethnic diversity, five in London and three in the West Midlands, UK. Subjects: Girls aged 12-16 years participated (n 823) and were randomised by school class to receive either the tailored intervention (n 406) or a generic leaflet (n 417). Results: At follow-up 637 (77 %) participants completed both baseline and follow-up dietary recalls. The tailored intervention leaflet had a statistically significant effect on brown bread intake (increasing from 0?39 to 0?51 servings/d) with a smaller but significant increase in the control group also (increasing from 0?28 to 0?35 servings/ d). The intervention group achieved 0?05 more servings of brown bread daily than the control group (P , 0?05), which is equivalent to 0?35 servings/week. For the other foods there were no significant effects of the tailored intervention. Conclusions: The intervention group consumed approximately 0?35 more servings of brown bread weekly than the control group from baseline. Although this change between groups was statistically significant the magnitude was small. Evaluation of the intervention was disappointing but the tailored leaflet was received more positively in some respects than the control leaflet. More needs to be done to increase motivation to change dietary intake in adolescent girls.
These centile curves can be used as reference data in Portuguese children and youth, aged 6-14 years. Being overweight or obese was a major limitation in MC tests and, therefore, of the children's health- and performance-related physical fitness.
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