Technological development of smart industrial regions in Russia: A cluster analysis

Kyriakopoulos, G. and Kumar, Vikas and Smirnova, Olga (2023) Technological development of smart industrial regions in Russia: A cluster analysis. E3S Web of Conferences, 435. 03001. ISSN 2267-1242

e3sconf_rec2023_03001.pdf - Published Version
Available under License Creative Commons Attribution.

Download (447kB)


The article is intended to assess the level of technological development of Russian industrial regions using the method of statistical cluster analysis and discusses some special features associated with the formation of smart (promising) regional clusters. The work is based on the statistical data on production capacity, investments in scientific and technological progress, the level of production automation and other indicators characterizing the technological development of industry sectors. We evaluate these indicators and identify the regions with the highest level of technological development as well as those lagging behind the average values. The authors prove the importance of enhancing the industry’s technological base to increase the competitiveness of the regions and the entire country. The positive impact of advanced technologies on the development of smart (promising) regional clusters is emphasized.

Item Type: Article
Identification Number:
1 October 2023Accepted
11 October 2023Published Online
Uncontrolled Keywords: Statistical cluster analysis, Technological development, industry, Industrial regions in Russia
Subjects: CAH17 - business and management > CAH17-01 - business and management > CAH17-01-01 - business and management (non-specific)
Divisions: Faculty of Business, Law and Social Sciences > Birmingham City Business School
Depositing User: Gemma Tonks
Date Deposited: 24 Jan 2024 14:32
Last Modified: 24 Jan 2024 14:32

Actions (login required)

View Item View Item


In this section...