Dependency Analysis of BMI in Health Checkup Blood Data

Abstract

This paper analyzes the relationship between the change of Body Mass Index (BMI) in one year and the medical examination value of a specific health checkup. To determine this, we divided subjects into 13 groups by BMI changes. We calculated the variation in one year in each group and classify this variation into gender, age, and obesity levels. Our result shows men tend to be more susceptible from variation of BMI. For low and high BMI, some inspection items have the different relationships to change as other items. Some relationships are different depending on gender, age, and obesity levels.