山东省是教育大省,其高等教育的健康发展与否与高等教育培养质量高低直接关系到整个省高等教育领域人才的培养,对整个省的经济、文化等全面发展具有重要意义。基于此,本文通过运用主成分回归方法对高等教育平均收费水平与其影响因素的关系进行实证研究,以通过分析两者之间的关系促进高等教育健康发展。通过主成分分析方法选取经济水平和财政性教育经费投入两个指标,进行回归后还原为原始影响因素与高校收费水平之间的关系。分析结果显示原始变量生均培养成本、财政性教育经费投入、居民收入水平均对高等教育平均收费水平有显著性影响。
<<Shandong Province is a large province in education. The healthy development of higher education and the quality of higher education in Shandong Province are directly relevant to the cultivation of talents in higher education. It is of great significance to the whole Province in integrated development of the economy and culture. Based on this,we used principal component regression method to do the empirical research on the relationship between average charge of higher education and its influencing factors. And we hope this can promote the healthy development of higher education by analyzing the relationship between them. With the principal component analysis method,we selected two indicators of economic level and fiscal education funding invest to return to the relationship between original influencing factors and tariff level in colleges and universities. The analysis result shows that the original variables of average cost per student,fiscal expenditure of education,residents' income level,all of these significantly influences on the average level of higher education.
<<Keywords: | Tariff Level in Colleges and UniversitiesAverage Cost Per StudentFiscal Expenditure of Education |