Past research indicates a correlation between high BMI and the risk for cardiovascular disease. This report studies a relationship between BMI and systolic blood pressure readings and cases of hypertension in the surveyed population. The data provided may help produce a useful insight into the relationship between BMI and risk of heart disease through indicating factors.
The CDC defines BMI as a person’s weight in kilograms divided by the square of height in meters. A high BMI can indicate high body fatness.
As per the American College of Cardiology/American Heart Association Guideline for the Prevention, Detection, Evaluation, and Management of High Blood Pressure in Adults (2017 Guideline)
Blood pressure is measured using two numbers:
The first number, called systolic blood pressure, measures the pressure in your arteries when your heart beats.
The second number, called diastolic blood pressure, measures the pressure in your arteries when your heart rests between beats.
Over the years, research has found that both numbers are equally important in monitoring heart health. However, most studies show a greater risk of stroke and heart disease related to higher systolic pressures compared with elevated diastolic pressures. Hence this study only observes the correlation between BMI and systolic blood pressure (SYSBP).
Figure 1. The relationship between high BMI and follow up cases of hypertension. 0 = No Hypertension, 1 = Hypertension
Average BMI of negative hypertension cases is lower than that of positive hypertension cases. Hypertension sees a largely variable range in BMI values extending from a minimum of 14.43 to a maximum of 56.80. The median BMI of positive hypertension cases is 26.97 which is higher than the BMI of all people surveyed in the study at 25.48.
#> [1] 26.97
#> Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
#> 14.43 23.09 25.48 25.88 28.07 56.80 52
#> Warning: Removed 52 row(s) containing missing values (geom_path).
Figure 2. The relationship between BMI and Systolic Blood Pressue
Systolic blood pressure sees a linear increase in relation to increasing BMI scores recorded in the data set.
High BMI is positively correlated with cases of hypertension and high blood pressure.