| 鲍远梅,谭莹莹,赵目,韦璐.基于逐步回归的就业状况统计分析及对策[J].安徽建筑大学学报,2021,29(5):108-112,118 |
| 基于逐步回归的就业状况统计分析及对策 |
| Statistical Analysis and Countermeasures of Employment Situation Based on Stepwise Regression |
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| DOI： |
| 中文关键词: 逐步回归 相关性分析 交通工程 就业状况 |
| 英文关键词: stepwise regression correlation analysis traffic engineering employment situation |
| 基金项目:安徽建筑大学科研基金（2018QD22）；安徽省高等学校省级教学研究项目（2018jyxm1234）；安徽高校省级自然科学研究项目（KJ2020JD16） |
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| 中文摘要: |
| 本文收集了安徽建筑大学 2018-2020 年交通工程专业毕业生就业情况的相关数据。首先，通过描述性统计分析阐述就业的具体情况，表明了选择升学和工作的毕业生的良好现状；其次，为了探究学校的培养工作与毕业生就业质量之间的关系，利用双变量相关性分析说明了影响就业的因素之间存在相关性，再采用逐步回归分析方法找到影响就业的显著因素，即毕业生在校获得的奖学金次数和在校参加的学科竞赛次数；最后，依据问卷调查的分析结果，从大学生、高校和政府三个层面对交通工程专业的培养计划提出了若干建议。 |
| 英文摘要: |
| This paper collects employment data of graduates major in traffic engineering from Anhui Jianzhu University from 2018to 2020. The specific employment situation is illustrated through descriptive statistical analysis，which indicates the good status ofgraduates who pursue higher education and chose to work. In order to explore the relationship between school training and graduates’employment quality，the paper discusses the correlation among the factors affecting employment by means of bivariate correlationanalysis，and identifies the significant factors by stepwise regression analysis，namely the frequency of scholarships graduates havereceived and of discipline competitions in which they participated. Suggestions on training program for traffic engineering major areproposed on the basis of research analysis，which are divided into three aspects：students，colleges and universities，and government. |
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