Wednesday 24th of April 2024
 

The Logistic Regression Analysis on Risk Factors of Hypertension among Peasants in East China Its Results Validating


Zhuoyuan Zheng, Ye Li and Yunpeng Cai

Hypertension can lead to coronary heart disease, heart failure, stroke, kidney failure, and other health problems. It is of great significance for researchers to find out the risk factors that affect the onset, maintenance and prognosis of hypertension. In this study we aim to find out the risk factors of hypertension from questionnaire data for peasants in East China. We develop some customized preprocessing methods according to the characteristics of questionnaire data, employ logistic regression to discover some results and propose a method to validate these results. The final results show that age, FPG, the number of people for dinner, HC, the times of eating pickles are more than 7 per week, drinking, illiterate, moderate labor, drinking groundwater, times of bearing and smoking are risk factors of HBP for peasants in East China.

Keywords: Logistic Regression£¬ Hypertension£¬Risk Factors£¬Questionnaire

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ABOUT THE AUTHORS

Zhuoyuan Zheng
Shenzhen Institutes of Advanced Technology, Key Laboratory for Health informatics, Chinese Academy of Sciences, China

Ye Li
Shenzhen Institutes of Advanced Technology, Key Laboratory for Health informatics, Chinese Academy of Sciences, China

Yunpeng Cai
Shenzhen Institutes of Advanced Technology, Key Laboratory for Health informatics, Chinese Academy of Sciences, China


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