COMPARISON BETWEEN APPLICABILITY OF THE LOGIT AND PROBIT MODELS TO DIAGNOSE INFLUENCING RISK FACTORS OF CARDIOVASCULAR DISEASE IN MASHHAD

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Journal: Health Scope Year:2013 | Volume:2 | Issue:2 Page(s): 67-72

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Title

COMPARISON BETWEEN APPLICABILITY OF THE LOGIT AND PROBIT MODELS TO DIAGNOSE INFLUENCING RISK FACTORS OF CARDIOVASCULAR DISEASE IN MASHHAD

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Keywords

LOGISTIC MODELS

CARDIOVASCULAR DISEASES

RISK FACTORS

Abstract

Background: 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 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.

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APA: Copy

. (2013). COMPARISON BETWEEN APPLICABILITY OF THE LOGIT AND PROBIT MODELS TO DIAGNOSE INFLUENCING RISK FACTORS OF CARDIOVASCULAR DISEASE IN MASHHAD. HEALTH SCOPE, 2(2), 67-72. SID. https://sid.ir/paper/330374/en

Vancouver: Copy

. COMPARISON BETWEEN APPLICABILITY OF THE LOGIT AND PROBIT MODELS TO DIAGNOSE INFLUENCING RISK FACTORS OF CARDIOVASCULAR DISEASE IN MASHHAD. HEALTH SCOPE[Internet]. 2013;2(2):67-72. Available from: https://sid.ir/paper/330374/en

IEEE: Copy

, “COMPARISON BETWEEN APPLICABILITY OF THE LOGIT AND PROBIT MODELS TO DIAGNOSE INFLUENCING RISK FACTORS OF CARDIOVASCULAR DISEASE IN MASHHAD,” HEALTH SCOPE, vol. 2, no. 2, pp. 67–72, 2013, [Online]. Available: https://sid.ir/paper/330374/en

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