Comparison Between Applicability of the Logit and Probit Models to Diagnose Influencing Risk Factors of Cardiovascular Disease in Mashhad

Habibollah Esmaily, Mohammad Taghi Shakeri, Zeynab Avazzadeh, Hasan Doosti, Majid Ghayour Mobarhan
2013 Health Scope  
Cardiovascular disease is considered as one of the most common diseases, causing many deaths worldwide annually. Objectives: The current study was aimed at diagnosing influencing factors of cardiovascular disease by comparison between implicational Logit and Probit models. Patients and Methods: This work is based on a study group approved by Mashhad University of Medical Sciences with the code of 85134 (Mashhad Study). Information was collected by the stratified-cluster sampling method and
more » ... ing method and registering more than 7603 people randomly from Mashhad city. From them 682 were patients with cardiovascular disease. Data was analyzed using statistical Logit and Probit models. Results: After analyzing linearity and interactional effects between variables, by considering the other variables unchanged, the Odd Ratio of sex, age, high density lipoprotein-cholesterol (hdl-c), systolic blood pressure (sys-bp), body mass index (BMI), smoking, total cholesterol, High-Sensitivity C-Reactive Protein (hs-CRP) and history on cardiovascular disease were 4.231, 2.70, 0.98, 3.8, 3.421, 2.014, 1.5, 1.7 and 7.215 respectively. Conclusions: Independent variables such as sex, age, hdl-c, sys-bp, BMI, smoking, cholesterol and hs-CRP were considered as influencing variables, and education, marital status, disease history, height, waist circumference, diastolic blood pressure and low density lipoprotein were removed from the models. Implication for health policy/practice/research/medical education: The current study was aimed at diagnosis of influencing factors of cardiovascular disease infection. Cardiovascular diseases are considered to be one of the most common diseases, causing death of many people worldwide annually. In order to reduce the prevalence of cardiovascular disease, more adherence to offers of this study are recommended. This project will help to Schedule policy regarding of influencing factors of cardiovascular disease of society.
doi:10.5812/jhs.8622 fatcat:j7ssslswjjcstgzz37hy3dxnj4