基于Logistic回归模型的浙江省健康医保卡用户基本特征的实证分析  

An Empirical Analysis of Basic Characteristics of Health Insurance Card Users Based on Logistic Regression Model

作　　者：赵辰瑄 孔翔[1] 严冰悦 王志[1] ZHAO Chenxuan;KONG Xiang;YAN Bingyue;WANG Zhi(School of Sciences,Ningbo University of Technology,Ningbo 315211,China)

机构地区：[1]宁波工程学院理学院,浙江宁波315211

出　　处：《宁波工程学院学报》2022年第1期38-44,共7页Journal of Ningbo University of Technology

基　　金：浙江省自然科学基金(LY18F020026);宁波市自然科学基金(2019A610041);国家级大学生创新创业项目(202111058033)。

摘　　要：通过建立Logistic回归模型对浙江省健康医保卡用户的基本特征进行分析。基于前期调研提出基本假设,搜寻相关数据,设置虚拟变量,进一步根据健康医保卡用户性别、年龄、学历和月收入特征的不同,建立Logistic回归模型进行关系验证,实证分析特征的差异对健康医保卡用户的选择倾向是否有显著影响。最后得到健康医保卡主要用户和潜在用户的基本特征,并分别针对普通居民、用户和偏远乡镇地区提出相关的建议。The Logistic regression model is established to analyze the basic characteristics of health insurance card users in Zhejiang Province. The basic hypothesis is proposed based on the existing theoretical research results and the preliminary research basis. Relevant data are searched and dummy variables are set to clarify the research direction. According to the gender, age, educational background and monthly income characteristics of the health insurance card users, a Logistic regression model is established to verify the relationship. The empirical analysis covers whether the difference of characteristics has a significant impact on the choice tendency of health insurance card users. Finally, the basic characteristics of main users and potential users of health insurance cards are obtained, and relevant suggestions are put forward for ordinary residents, users and remote township areas.

关 键 词：LOGISTIC回归模型 健康医保卡 用户特征 

分 类 号：R197.1[医药卫生—卫生事业管理]