Discriminant Analysis of Factors Affecting to Controlling Blood Pressure among people with Hypertension Dwell Urban Area
Keywords:
Discriminant Analysis, Controlling Blood Pressure, Urban AreaAbstract
The objectives of this research were to conduct a discriminate analysis of factors and to develop a predictive equation that could classify controlling blood pressure control among people with Hypertension Dwell Urban Area. The sample group used in this research was 396 hypertensive patients with controllable and uncontrolled blood pressure levels in urban area. The research instruments consisted of 2 parts: 1) personal data; 2) factors classified controlling blood pressure among people with Hypertension Dwell Urban Area. The tool has been inspected by 3 experts. The data were analyzed by descriptive statistics and discriminant by Wilk's Lambda method to explain the differences within the group and construct an equation to classify factors influencing controlling blood pressure in hypertensive patients.
The results showed that independent variables that can classify patients with controlled and uncontrolled hypertension were 8 variables with statistical significance (<.05) were health provider support, health service access, age, gender, education, nutrition, stress management and communication between patients and staff respectively. A standard equation for group classification can be created as follows: Z = -.534 (X1) + .425(X2) + .404(X3) + .289(X4) +.286(X5) -.275(X6) + .247(X7) -.209(X8) Health provider should focus on supporting the practice of controlling the patient's blood pressure level as well as making it easier for patients to access services. In addition, the results of the study were used as data in a research study to develop guidelines for the care of patients with uncontrolled hypertension in urban area.
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