clustering; region; spatial development; industrial concentration; methodological approach; agglomeration effects; smart specialization

Aleschenko, O.A. (2020). “Smart Specialization” of Siberian Regions in Agricultural Production (Russian). ECO, 7, 111-129. https://doi.org/10.30680/ЕСО0131-7652-2020-7-111-129 Allen, T., & Arkolakis, C. (2018). Modern spatial economics: a primer. World Trade Evolution, 435–472. https://doi.org/10.4324/9781351061544-13 Artemova, O. V., Uzhegov, A.O. (2021). Differentiation of regions of the Russian Federation by socio-economic status (comparative analysis)—Interterritorial inequality: a problem or driver of development. Ekaterinburg: Institute of Economics of the Ural Branch of the Russian Academy of Sciences. pp. 79-86. Barca, F., McCann, P., & Rodríguez‐Pose, A. (2012). The case for regional development intervention: place‐based versus place‐neutral approaches*. Journal of Regional Science, 52(1), 134–152. Portico. https://doi.org/10.1111/j.1467-9787.2011.00756.x Berchenko, N.G., Mishin, A.V. (2018). Practical aspects of definition of regional economic complexes perspective specialization. Economic Model Forecast, 12, 19-30. Bukhvald E.M. (2018). “Self-development” of regions and the regulation priorities of the spatial structure of the economy of Russia (Russian). Federalism, (2), 32-45. Bukhvald, E. M. (2023). Institutional Problems of Spatial Development Strategization. Federalism, 28(1), 80–98. https://doi.org/10.21686/2073-1051-2023-1-80-98 Davankov, A. Y., Degtyarev, P. Y., Dvinin, D. Y. (2020). Analysis of contradictions in the concentration of spatial landscapes in socio-ecological-economic systems. University Proc. Ural, 4, 7-14. Degtyarev, P. Y. (2018). Enclosive disposition of spatial development of Russia. Bulletin Of Chelyabinsk State University, 7(417), 67–73. https://doi.org/10.24411/1994-2796-2018-10708 Demyanenko, A. (2020). Urban Agglomerations and Spatial Development Strategy: A Geographer’s View. Regionalistica, 7(3), 43–52. https://doi.org/10.14530/reg.2020.3.43 Desmet, K., & Rossi-Hansberg, E. (2014). Spatial Development. American Economic Review, 104(4), 1211–1243. https://doi.org/10.1257/aer.104.4.1211 Druzhinin, P. V., Moroshkina, M. V., Sedova K. E. (2023). Development of agglomerations and economic growth of Russian regions (Russian). In: Proceedings of III Scientific and Practical Conference on Formation of Transport Systems and Socio-Economic Development of Urban Agglomerations. St. Petersburg: Institute on Regional Economy Problems. Dubrovskaya, Y., Kudryavtseva, M., & Kozonogova, E. (2018). “Smart” Benchmarking as a Basis for Strategic Planning in Regional Development. Economic and Social Changes: Facts, Trends, Forecast, 3(57). https://doi.org/10.15838/esc.2018.3.57.7 Eferin, Y. Y., Kutsenko, E. S. (2021). Adjusting smart specialization concept for Russian regions (Russian), Public Adm, 3, 75-110. Foray, D., Eichler, M., & Keller, M. (2020). Smart specialization strategies—insights gained from a unique European policy experiment on innovation and industrial policy design. Review of Evolutionary Political Economy, 2(1), 83–103. https://doi.org/10.1007/s43253-020-00026-z Gamidullaeva L. A. (2023). Regional industrial cluster as a localized ecosystem: the role of self-organization and collaboration factors (Russian). π-Economy. https://doi.org/10.18721/JE.16105 Gamidullaeva, L. A. (2024). Smart specialization: Origin and State of the Art. MIR (Modernization. Innovation. Research), 15(1), 166–184. https://doi.org/10.18184/2079-4665.2024.15.1.166-184 Gamidullaeva, L., Korostyshevskaya, E., Myamlin, A., et al. (2022). Exploring Regional Industrial Growth: Does Specialization Explain It? Economies, 10(7), 172. https://doi.org/10.3390/economies10070172 Gamidullaeva, L., Strakhov, E., & Rzhevskaya, T. (2022). Systematization of clustering factors of economic entities in terms of the cluster life cycle. Models, Systems, Networks in Economics, Technology, Nature and Society, 4. https://doi.org/10.21685/2227-8486-2022-4-1 Gamidullaeva, L.A. (2023a) Smart Specialization: Origin and State of the Art (Russian). MIR (Modernization. Innovation. Research), 14(4). Ivanov, O. B., Bukhvald, E. M. (1990). Spatial development strategy and the main directions of its updating. Available online: https://cyberleninka.ru/article/n/strategiya-prostranstvennogo-razvitiya-i-osnovnye-napravleniya-ee-aktualizatsii (accessed on 10 October 2023). Kolmakov, V. V., Polyakova, A. G., Karpova, S. V., et al. (2019). Cluster Development Based on Competitive Specialization of Regions. Economy of Region, 15(1), 270–284. https://doi.org/10.17059/2019-1-21 Kolomak, E., & Sherubneva, A. (2023). Assessment of the Significance of Agglomeration Effects in the South of Siberia. Spatial Economics, 19(1), 52–69. https://doi.org/10.14530/se.2023.1.052-069 Korostyshevskaya, E. M., Gamidullaeva, L. A., Podkorytova, O. A. (2021). Impact of regional specialization on economic growth, in Fifth International Economic Symposium–2021. Available online: https://pure.spbu.ru/ws/portalfiles/portal/86621720/_.pdf. (accessed on 14 October 2023). Kotov, A. V. (2022). Methodological approach to smart specialization for the Russian regions (Russian). EconSociol, 106(2), 22-45. Kotov, A. V., Grishina, I. V., Polynev, A. O. (2019). Smart Regional Specialization—a Solution for Russia: A Scientific Essay, Moscow (Russian). RFTA, 2019. Kranjac, M., Sikimic, U., Salom, J., et al. (2018). Visualization of smart specialisation process using QGIS tools. 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO). https://doi.org/10.23919/mipro.2018.8400260 Kroll, H. (2015). Efforts to Implement Smart Specialization in Practice—Leading Unlike Horses to the Water. European Planning Studies, 23(10), 2079–2098. https://doi.org/10.1080/09654313.2014.1003036 Kuleshov, V. V., Seliverstov, V. E. (2018). Siberia's role in the spatial development of Russia and its positioning in the Russian Federation spatial development strategy. Region: ekonomika i sotsiologiya, 4(96), 3–24. https://doi.org/10.15372/reg20180212 Kutsenko, E., & Eferin, Y. (2019). “Whirlpools” and “Safe Harbors” in the Dynamics of Industrial Specialization in Russian Regions. Foresight and STI Governance, 13(3), 24–40. https://doi.org/10.17323/2500-2597.2019.3.24.40 Kuznetsov, S., Shamakhov, V., & Mezhevich, N. (2019). Strategy of Spatial Development of the Russian Federation and Prospect of Seaside Agglomerations Development. Administrative Consulting, 10–18. https://doi.org/10.22394/1726-1139-2019-6-10-18 Kuznetsova, O. V. (2019). Problems of Elaboration of Spatial Development Strategy of the Russian Federation. Spatial Economics, 15(4), 107–125. https://doi.org/10.14530/se.2019.4.107-125 Kuznetsova, O. V. (2019). Settlement transformation and the problems of its adequate consideration in the spatial development strategy. Population and Economics, 3(1), 53–62. https://doi.org/10.3897/popecon.3.e34777 Kvint, V. L. (2019). Territory of semi-trailers. Does Russia need a spatial development strategy (Russian). Available online: https://www.kommersant.ru/doc/3908584 (accessed on 14 October 2023). Lebedev, K. V., Vasilyeva, L. V., & Sumenova, E. S. (2022). Economy regional features and specialist training structure. Vestnik Universiteta, 1, 99–108. https://doi.org/10.26425/1816-4277-2022-1-99-108 Lukin, E. (2019). Sectoral and Territorial Specifics of Value-Added Chains in Russia: the Input-Output Approach. Economic and Social Changes: Facts, Trends, Forecast, 6(66). https://doi.org/10.15838/esc.2019.6.66.7 Lukin, E. V. (2023). Economy of North-West Russia: in search of promising specialization. ECO, 53(8), 8–34. https://doi.org/10.30680/eco0131-7652-2023-8-8-34 Lukin, E., Anosova, T., Mel’nikov, A., et al. (2020). Experience in Agent-Based Modeling of Interregional Value Chains. Economic and Social Changes: Facts, Trends, Forecast, 6(72). https://doi.org/10.15838/esc.2020.6.72.6 MAEF. (2023). V Moscow Academic Economic Forum Took Place in the Great Hall of the Russian Academy of Sciences. Available online: https://maef.veorus.ru/news/08-06-2023-2 (accessed on 6 March 2024). Makar, S. V., Yarasheva, A. V. (2022). Cluster approach to the organization of national space: The possibility of industrial and regional symbiosis (Russian). In: Clustering of Digital Economy: Theory and Practice. St. Petersburg: Polytech-Press. pp. 211-267. Makhanov K. (2019). The New Spatial Development Strategy of Russia (approved by Order of the Government of the Russian Federation no. 207-r). Eurasian research institute. Martin, P. (2015). The Geography of Inequalities in Europe. Swedish Economic Policy Review, 12, 83-108. Mikheeva, N. N. (2018). Strategy of spatial development: New stage or repetition of old mistakes (Russian)? ECO, 48(5), 158-178. http://doi.org/10.30680/ЕСО0131-7652-2018-5 Minakir, P. (2018). Spatial Development Strategy: A View from the Concepts of Spatial Organization in the Economy. Spatial Economics, 4, 8–20. https://doi.org/10.14530/se.2018.4.008-020 Minakir, P. A. (2015). Spatial interdisciplinary synthesis: Experience of policy studies. Regional Research of Russia, 5(4), 299–309. https://doi.org/10.1134/s2079970515040115 Moiseev, A. K., Bondarenko, P. A. (2020). Application of the economic complexity index in macro-financial models (Russian). Probl. Forecast, 3, 101-112. Orlova, L. N., Cse, Ya. M. (2024). The concept of “smart specialization” for innovative development of Russian regions. Public Administration. E-Journal, 102, 37–53. https://doi.org/10.55959/msu2070-1381-102-2024-37-53 Paap, J. (2020). Mapping the Technological Landscape to Accelerate Innovation. Foresight and STI Governance, 14(3), 41-54. https://doi.org/10.17323/2500-2597.2020.3.41.54 Rastvortseva, S., & Amanalieva, A. (2021). The concept of technological proximity in the development of European Union national innovative systems. Bulletin of Geography. Socio-Economic Series, 51(51), 35–45. https://doi.org/10.2478/bog-2021-0003 Rumyantsev, N., Leonidova, E., & Gubanova, E. (2022). Defining Sectoral Priorities of the Region’s Structural Transformation by Searching for Promising Economic Specializations. Economic and Social Changes: Facts, Trends, Forecast, 6(84). https://doi.org/10.15838/esc.2022.6.84.5 Yilmaz, E., & Sensoy, F. (2023). Reassessment of the Todaro Paradox: An Extended Panel Data Analysis on Developing Countries. Economic and Social Changes: Facts, Trends, Forecast, 2(86). https://doi.org/10.15838/esc.2023.2.86.11 Zyuzin, A. V., & Demidova, O. A. (2022). Impact of industry clusters on the performance of Russian private companies: Inter-industry analysis. Voprosy Ekonomiki, 11, 90–116. https://doi.org/10.32609/0042-8736-2022-11-90-116 Zyuzin, A., Demidova, O., & Dolgopyatova, T. (2020). Localization and Diversification of Russian Economy: Regions’ and Industries’ Peculiarities. Spatial Economics, 16(2), 39–69. https://doi.org/10.14530/se.2020.2.039-069