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Using Multidimensional Scaling for Assessment Economic Development of Regions

Authors :
Pavlo Hryhoruk
Nila Khrushch
Svitlana Grygoruk
Source :
International Journal of Industrial Engineering and Production Research, Vol 31, Iss 4, Pp 597-607 (2020)
Publication Year :
2020
Publisher :
Iran University of Science & Technology, 2020.

Abstract

Addressing socio-economic development issues are strategic and most important for any country. Multidimensional statistical analysis methods, including comprehensive index assessment, have been successfully used to address this challenge, but they don't cover all aspects of development, leaving some gap in the development of multidimensional metrics. The purpose of the study is to construct a latent metric space based on the use of multidimensional scaling. Based on statistics showing the economic development of Ukrainian regions, two-dimensional space of latent scales was constructed and Ukrainian's regions were positioned in this space. The results were interpreted meaningfully. This use of multidimensional statistical analysis confirms its usefulness for measuring the economic development of regions and allows their comprehensive assessment and comparison.

Details

Language :
English
ISSN :
20084889 and 2345363X
Volume :
31
Issue :
4
Database :
Directory of Open Access Journals
Journal :
International Journal of Industrial Engineering and Production Research
Publication Type :
Academic Journal
Accession number :
edsdoj.f66a090d4bba48af97c2a8dd78bf3554
Document Type :
article