Cognitive and Math Performance and Body Mass Index (BMI) Assessment in Children v1
Authors: FC Barradas Cordeiro Felipe 
Published: September 2023

Summary of the Study The assessment sessions took place during class hours in which the children usually study, in a schoolroom reserved for the study procedures, and under controlled temperature and lighting conditions and noise minimization. All participants were naive about the purposes of the study. Initially, weight and height measurements were performed, followed by five minutes of rest in a sitting position. Participants were asked to sit on a chair, positioned 50 cm away from a computer screen, which displayed a white background. After the rest period, participants performed the math performance test, and cognitive performance assessment (inhibitory control). The experimental session lasted an average of 25 minutes. The legal guardians of each child completed an anamnesis questionnaire informing the history of diagnosed pathologies, medication use, routine habits, and the child's diet. Math Performance Test The math performance test was displayed on a monitor (1366x768 pixels) with a gray background and composed by arithmetic equations of the type: x=ab-c, being necessarily: a≠b and c>0. For instance, participants were presented with equations such as "x=4*2-5", "x=8*3-2", and "x=5*2-1". The children were instructed to perform the mental calculation and answer aloud for recording by the researcher. The use of fingers was allowed as an aid to calculate the correct answer. The test execution was limit up to 10 minutes, although the participants were not aware of this condition. Participants were instructed to solve as many questions and accurately as possible. Since performance effectiveness is often measured by accuracy, we adopted this metric to assess arithmetic performance in the current study. Inhibitory Control Assessment The Flanker test is a non-verbal test used to assess inhibitory control. Participants were instructed to respond as quickly and accurately as possible indicating the direction of the central arrow (target), and to ignore adjacent arrows that could be congruent (same direction) or incongruent (opposite directions) to the target. That is, if the central arrow is pointed to the right, the keyboard “Shift-right” button should be pressed, and if the central arrow pointed to the left, the “Shift-left” button on the keyboard should be pressed. The test was semi-automated (Psychology Experiment Building Language software - PEBL) and displayed on a screen monitor (1366x768 pixels), located 50 cm in front of the child, initially showing a black background. The stimuli (white arrows with a size equivalent to 100 pixels) were displayed randomly for a maximum time of 800 ms or until the participant responded. The interval between stimuli was 1000 ms, configurad for 9 initial adaptation stimuli with immediate feedback and 200 evaluation stimuli for the analysis. After initial adaptation, the child was asked if they understood the task. If their response was negative, a new adaptation simulation was performed. The accuracy of responses to incongruent trials was used as the index of inhibitory control. Classification by Body Adiposity Index – BMI BMI is an index used by the World Health Organization, including for children. BMI is calculated by dividing body weight, in kilograms, by height, in meters squared. The child population, however, presents some particularities when dealing with this index, BMI reference values for children and adolescents are defined by percentiles according to age and sex. In this study, the World Health Organization recommendations were followed, and the children were classified as: Extreme Thinness (<3rd percentile); Thinness (3rd to 15th percentile); Normal Weight (15th to 84th percentile); Overweight (85th to 97th percentile); and Obesity (>97th percentile).