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Research on Health Status Evaluation of Higher Education Based on Factor Analysis and Projection Pursuit Evaluation Model

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DOI: 10.23977/aetp.2021.53001 | Downloads: 6 | Views: 68

Author(s)

Limin Guo 1

Affiliation(s)

1 School of Economics, Jinan University, Guangzhou, Guangdong 511400

Corresponding Author

Limin Guo

ABSTRACT

Higher education system is an important factor for a country to provide its citizens with further education besides primary and secondary education, each country has different higher education systems, and each country has its own advantages and disadvantages. In order to cultivate higher quality talents, countries should begin to pay attention to the reform of higher education system in order to establish a healthier and sustainable higher education system. Firstly, we set up a national health evaluation model of higher education. The first step is to select 40 countries' data about higher education by consulting relevant literature and OECD database, and use factor analysis to select and process evaluation indicators, Finally, four first-level indicators, such as teachers' strength and learning environment, students' access to education, education financial investment, education level and achievements, and 12 second-level indicators, such as the ratio of institutional educators and international students, the proportion of students' expenditure on education to GDP, and the total expenditure of government educational institutions, are determined. In the second step, we first normalize the index data, and then nest the projection pursuit evaluation model with multiple indexes. We use the evaluation value of every three secondary indicators to represent the corresponding primary indicators, and then calculate the evaluation value of the primary indicators as the final result, so we can get the weight formula of all indicators. The analysis results show that the health status of higher education in Korea is poor, and the evaluation values of most indicators are lower than the average level, so we chose Korea as the follow-up research object and put forward an achievable and reasonable vision for its higher education system.

KEYWORDS

Factor analysis, projection pursuit, linear programming, higher education system

CITE THIS PAPER

Limin Guo. Research on Health Status Evaluation of Higher Education Based on Factor Analysis and Projection Pursuit Evaluation Model. Advances in Educational Technology and Psychology (2021) 5: 1-6. DOI: http://dx.doi.org/10.23977/aetp.2021.53001

REFERENCES

[1] Yu Xiaohong, Lou Wengao, Kang Haiyan,Dynamic clustering projection pursuit modeling and empirical research on credit risk of enterprises in supply chain online [J],Mathematics Practice and Cognition, 2018,48(11):32-40.]. 
[2] OECD Chinese official website http://www.oecdchina.org
[3] Foreign official statistics website http://www.stats.gov.cn/tjgz/wzlj/gwtjw/201311/t20131104 _ 452221.html

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