Smart economy as a driver of regional innovation system transformation: comprehensive assessment, models, and development mechanisms
- Authors: Makhosheva S.A.1
-
Affiliations:
- Institute of Computer Science and Problems of Regional Management - branch of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences
- Issue: Vol 27, No 6 (2025)
- Pages: 265-278
- Section: System analysis, management and information processing
- Submitted: 29.01.2026
- Published: 02.02.2026
- URL: https://ogarev-online.ru/1991-6639/article/view/378593
- DOI: https://doi.org/10.35330/1991-6639-2025-27-6-265-278
- EDN: https://elibrary.ru/PKZBCS
- ID: 378593
Cite item
Full Text
Abstract
This article examines the theoretical and methodological foundations for developing a smart economy within regional innovation systems, using the Kabardino-Balkarian Republic (KBR) as a case study. The relevance of the study stems from the need for Russian regions to adapt to digital transformation, as well as the growing importance of intelligent technologies and platform solutions for sustainable territorial development. The scientific novelty of the work lies in the development of an integrated smart economy index based on three standardized components: digital infrastructure, human capital, and innovation and technological activity, as well as the integration of PCA, AHP, and DEA methods for a comprehensive assessment of a region'sdigital maturity.
Aim. The study is to develop a scientific and applied model for the implementation of a smart economy in the context of a regional innovation system in a mountainous region, based on an empirical analysis of the socio-economic, digital, scientific and environmental parameters of KBR.
The research methodology includes Rosstat statistical analysis, indicators standardization, construction of index models, heat maps and clustering.
Results. The results obtained show that KBR is demonstrating significant positive progress in digitalization and human capital development, while innovation is progressing more slowly and continues to be a key challenge for the transition to a smart economy. The integrated index confirms the region'stransition to the medium-high digital maturity level in 2020-2024.
Conclusion. The main areas of regional policy have been identified: strengthening the research sector, developing human resource competencies, creating innovative clusters, and incorporating intelligent technologies into mountain development management.
About the authors
Salima A. Makhosheva
Institute of Computer Science and Problems of Regional Management - branch of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences
Author for correspondence.
Email: salima@list.ru
ORCID iD: 0000-0003-4249-9906
SPIN-code: 8414-5036
Doctor of Economics, Professor, Head of the Department "Economics of Knowledge and Advanced Regional Development"
Russian Federation, 37-a, I. Armand street, Nalchik, 360000, RussiaReferences
- Polterovich V.M. Institutsional'nyye lovushki i ekonomicheskiye reformy. Rossiyskaya ekonomicheskaya shkola [Institutional traps and economic reforms. Russian Economic School]. Moscow, 1998. 42 p. https://cyberleninka.ru/article/n/99-04-020-polterovich-v-m-institutsionalnye-lovushki-i-ekonomicheskie-reformy-rossiyskaya-ekon-shkola-m-1998-42s/viewer. (In Russian)
- Fedorov G.M. Regional'noye razvitiye Rossii: tendentsii i perspektivy [Regional development of Russia: trends and prospects]. St. Petersburg: Izd-vo RGPU im. A. I. Gertsena, 2020. 314 p. (In Russian)
- Sumaev Z.K. Ekonomicheskoye razvitiye gornykh regionov: problemy i perspektivy [Economic development of mountainous regions: problems and prospects]. Grozny: Chechenskiy gosudarstvennyy universitet, 2019. 212 p. (In Russian)
- Castells M. The rise of the network society. Oxford: Blackwell, 2010. 656 p.
- Gokhberg L.M., Kuznetsova T.E. Nauchno-tekhnologicheskoye razvitiye Rossii: vyzovy i perspektivy [Scientific and technological development of Russia: challenges and prospects]. Moscow: Natsional'nyy issledovatel'skiy universitet «Vysshaya shkola ekonomiki», 2021. 152 p. (In Russian)
- Bondarenko N.S., Skripkin I.V., Chudnovets E.V., Shishkov P.O. Digitalization of economy and transition to national digital currency. Business Strategies. 2021. № 9(12). Pp. 338–342. doi: 10.17747/2311-7184-2021-12-338-342. (In Russian)
- Gerasimova I.A., Gerasimova E.V. Spatial transformation of Russia's socio-economic potential. Strategicheskoye planirovaniye i razvitiye predpriyatiy: materialy XXV Vserossiyskogo simpoziuma [Strategic planning and development of enterprises: materials of the XXV All-Russian symposium]. Moscow, April 9–10, 2024. M.: Tsentral'nyy ekonomiko-matematicheskiy institut RAN, 2024. Pp. 39–45. doi: 10.34706/978-5-8211-0822-7-s1-08 EDN: VYZLYZ. (In Russian)
- Ovchinnikov D.B. Digital transformation of Russian manufacturing enterprises in the 21st century and the impact of IT technologies on industry. Quality Management. 2023. No. 12. doi: 10.33920/pro-01-2312-03. (In Russian)
- Kuznetsova N.P., Galyankina V.A. Regional innovation systems. Materialy VII Mezhdunarodnoy nauchno-prakticheskoy konferentsii «Postkrizisnyy mir i modernizatsiya sovremennoy nauki: kontseptsii, problemy, resheniya» [Proceedings of the 7th international scientific and practical conference “Post-crisis world and modernization of modern science: concepts, problems, solutions”]. Rostov-on-Don. Izdatel'stvo: Yuzhnyy universitet (IUBiP), Izdatel'stvo VVM, 2021. Pp. 260–263. EDN: YZEEOV. (In Russian)
- Florida R. Rise of creative class: and how it's transforming work, leisure, community and everyday. New York: Basic Books, 2014. 424 p.
- Batty M. Cities and smart systems: a systems approach. London: Press, 2015. 301 p.
- Bailey D., Pitelis C. Smart specialization and evolutionary regional development. Regional Studies. 2015. Vol. 49(8). Pp. 1295–1306.
- Carlsson C., Jacobsson S., Holmén M., Rickne A. Innovation systems: analytical and methodological issues. Research Policy. 2013. Vol. 31. Pp. 233–245.
- Foray D. Smart Specialization. Cambridge: MIT Press, 2015. 152 p.
- Boschma R. Evolutionary economic geography. New York: Routledge, 2017. 288 p.
- Graham S., Marvin S. Splintering Urbanism. London: Routledge, 2001. 479 p.
- Galachieva S.V., Makhosheva S.A. Regional socio-economic systems of mountain territories: Intellectual economics and mechanisms of sustainable development. Sustainable Development of Mountain Territories. 2025. Vol. 21. No. 3(65). doi: 10.21177/1998-4502-2025-21-3-429-440. (In Russian)
- Galachieva S.V., Makhosheva S.A. Personal values and sustainable consumption: an empirical analysis of Russia’s mountainous region. Sustainable Development of Mountainous Territories. 2025. Vol. 19. No. 1(63). (doi: 10.21177/1998-4502-2025-17-1-427-436. (In Russian)
- Galachieva S.V., Gurtuev A.O., Makhosheva S.A. Hypergame modeling of investor behavior in a sustainable regional innovation system taking into account possible dishonesty of counterparties. Sustainable Development of Mountainous Territories. 2024. Vol. 17. No. 3(61). doi: 10.21177/1998-4502-2024-16-3-1228-1244. (In Russian)
Supplementary files



