An Empirical Study on Scientific Research Performance of Universities in Different Regions of China Based on PCA and Malmquist Index Method. (13th August 2021)
- Record Type:
- Journal Article
- Title:
- An Empirical Study on Scientific Research Performance of Universities in Different Regions of China Based on PCA and Malmquist Index Method. (13th August 2021)
- Main Title:
- An Empirical Study on Scientific Research Performance of Universities in Different Regions of China Based on PCA and Malmquist Index Method
- Authors:
- Xia, Cun-Yang
Yuan, Ze-Hui
He, Wen-Yu
Zhao, Ju-Hui - Other Names:
- Namaziandost Ehsan Academic Editor.
- Abstract:
- Abstract : This paper uses principal component analysis (PCA) and entropy method to construct the evaluation index system of the scientific research performance of universities in 31 provinces and cities in China. Based on the traditional DEA model, the development trend of the scientific research performance of the research objects from 2015 to 2019 is dynamically evaluated by the Malmquist index method. The results show that the scientific research performance of universities in various regions of China is not ideal, and the level of scientific research performance is declining. The total factor productivity of scientific research in the central and western regions is much higher than that in the eastern region. The main factor that hinders the improvement of scientific research performance is the efficiency of technological progress. Finally, aiming at the existing problems, some feasible suggestions are put forward to further improve the input-output efficiency of scientific research in universities.
- Is Part Of:
- Education research international. Volume 2021(2021)
- Journal:
- Education research international
- Issue:
- Volume 2021(2021)
- Issue Display:
- Volume 2021, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 2021
- Issue:
- 2021
- Issue Sort Value:
- 2021-2021-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-08-13
- Subjects:
- Education -- Research -- Periodicals
370.7205 - Journal URLs:
- https://www.hindawi.com/journals/edri/ ↗
- DOI:
- 10.1155/2021/9699640 ↗
- Languages:
- English
- ISSNs:
- 2090-4002
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 19242.xml