基于逻辑回归算法的大学生乡村创业研究

Research on College Students' Rural EntrepreneurshipBased on Logistic Regression Algorithm

本文针对新时代背景下大学生乡村创业意愿展开了问卷调查,并采用Logistic二元回归模型进行了回归分析,以探讨个人特质、家庭特征、创业环境感知(社会资源)、创业动机4个因素对大学生乡村创业意愿的影响。研究结果表明,性别、年级、创业能力、父母支持、亲朋好友支持、政策、创业教育等因素对大学生乡村创业意愿具有显著影响。

In this paper,a questionnaire survey is conducted on college students'rural entrepreneurial intention in the context of the new era,and a regression analysis is carried out using a Logistic binary regression model,in order to explore the influence of four factors,namely,individual traits,family characteristics,entrepreneurial environment perceptions(social resources),and entrepreneurial motivations,on college students'rural entrepreneurial intention.The results show that gender,grade,entrepreneurial ability,parental support,support from friends and relatives,policy,entrepreneurial education and other factors have a significant effect on college students'rural entrepreneurial intention.