Author(s)

Xinyue Yang ¹, Junqi Yang ¹, Yiwei Lu ¹

Affiliation(s)

¹ Northwest A&F University, Yangling, 712100, China

Corresponding Author

Xinyue Yang

ABSTRACT

As the scope of mental work continues to expand and technology continues to develop, people are more and more concerned about the issue of higher education. In order to measure the health status of the higher education system and evaluate the effectiveness of the policy, we establish the Health Evaluation System of Higher Education and the Prediction Model. task 1 In order to better quantify the criteria of health evaluation, we divide the model into four layers through AHP algorithm, select and define 13 fourth-layer indicators, and use Entropy Weight Method (EWM) to objectively calculate the fourth-layer indicators. The Analytic Hierarchy Process (AHP) is used to calculate the third-level weight. According to the population of different countries, we use the complex method of AHP and EWM and scale the indicator to create a scoring mechanism. In task 2 We firstly apply the model to a number of countries to test its suitability, and the results are in good agreement with the education assessment lists published by the United Nations. And we find that India is a country where there is still room for improvement in the education system. task 3 We propose an attainable and reasonable vison for India’s system that supports a healthy and sustainable system of higher education. task 4 According to the scores of India in various indicators and the total score obtained in task 2, we judge that the score of India is unqualified. task 5 We select three of the lowest scores in India’s higher education system out of 13 indicators, and propose targeted policies and a implementation timeline that will support the migration from current state to your proposed state. task 6 We establish a prediction model based on ARIMA, and substitute time series data into the prediction model to obtain the prediction results. Then, we use AHP and EWM algorithms to calculate the first-level targets for comparison, so as to evaluate the effectiveness of the policies. task 7 We reference and analyze the various situations in India and the real world impact of the implementation plan, find that the change is very difficult, and analyze the feasibility of the policy.

KEYWORDS

Higher education, Health, Sustainability, AHP, EWM, ARIMA

CITE THIS PAPER

Xinyue Yang, Junqi Yang, Yiwei Lu, Higher education evaluation system based on AHP & EWM. Advances in Educational Technology and Psychology (2022) Vol. 6: 75-93. DOI: http://dx.doi.org/10.23977/aetp.2022.061012.

REFERENCES

[1] Francisco Urquiza Gomez, Cesar S aez-Navarrete, Solange Rencoret Lioi, Vartan Ishanoglu Marzuca. Adapatable model for assessing sustainability in higher education. Journal of cleaner production, 2014: 1- 11.
[2] Wu qiujie, Lyu zhenfu, CAO jinchen, Zhou wenya. Evaluation system of mineral resources economical and intensive utilization base on AHP. China mining magazine, 2021, 30(1): 33-39. 
[3] Song hongyan, Yan yalin. Study of fairness problems in India higher education Journal of technology college education, 2008, 27(3): 66-69.
[4] http://www.studyguideindia.com/Education-Loan/Education-loan-India-Faq.asp
[5] https://www.hsph.harvard.edu/ihp/visiting-scholars/
[6] Qiu Xiaojian, Experiences of Private Higher Education Government Financial Grant in In- dia. International and Comparative Education, 2010, 32(9): 61-65.
[7] http://people.duke.edu/
[8] http://www.bestindiaedu.com/education-loans-india.html
[9] Ronnachai Chuentawat, Nittaya Kerdprasop, Kittisak Kerdprasop. The forcast of PM10 pollutant by using a hybrid model. International journal of future computer and communication, 2017, 6(3): 127-132.
[10] Barth, Matthias, Michelsen, et al. A Review on Higher Education for Sustainable Development-Looking Back and Moving Forward [J]. Journal of Social Sciences (15493652), 2011, 7(1): 100- 103.
[11] Waas T, Verbruggen A, Wright T University research for sustainable development: definition and characteristics explored [J]. Journal of Cleaner Production, 2010, 18(7): 629-636.
[12] Fadeeva Z, Mochizuki Y. Higher education for today and tomorrow: university appraisal for diversity, innovation and change towards sustainable development [J]. Sustainability science, 2010, 52): 249-256.
[13] Chuansheng X, Dapeng D, Shengping H, et al. Safety Evaluation of Smart Grid based on AHP-Entropy Method [J]. Systems Engineering Procedia, 2012, 4(2012): 203-209.
[14] Wu W H, Chiang C T, Lin C T. Comparing the aggregation methods in the analytic hierarchy process when uniform distribution [J]. WSEAS Transactions on Business and Economics, 2008, 5(3).
[15] Toquero C M. Challenges and Opportunities for Higher Education amid the COVID- 19 Pandemic: The Philippine Context[J]. Pedagogical Research, 2020, 5(4).
[16] https://www.iitb.ac.in/en/education
[17] Zhang Weida. Research on the evaluation of financial efficiency of higher education in China. 2020.
[18] Lukman R, Krajnc D, Glavic P. University ranking using research, educational and envronmental indicators [J]. Journal of Cleaner Production, 2010, 18(7): 619-628. 
[19] https://cn.knoema.com/WBEDS2017Jun/education-statistic

Sponsors, Associates, and Links

---

• Curriculum and Teaching Methodology
  
  
• Transactions on Comparative Education
  
  
• Applied & Educational Psychology
  
  
• Advances in Vocational and Technical Education
  
  
• Adult and Higher Education