Multivariate linear regression was used to evaluate the effects of liquid versus solid energy intake and different beverage types on changes in body mass index ( BMI ) Z-score from ages 8 to 11.5 years ( BMIz ( 8-11 .5 y ) ) and percentage body fat ( % BF ) at age 11.5 years ( % BF ( 11.5 y ) ) .