The Forecasting of Regional Social and Economic Development
DOI:
https://doi.org/10.17059/2017-1-4Keywords:
region, social and economic development, growth level, integral index, forecasting, multidimentional analysis, adaptive methods, developing disbalancesAbstract
At present, the Russian economic situation is characterized by significant imbalances in regional development. So, the forecasting of the indexes of regional social and economic development has become especially relevant. The authors offer a technique of the forecasting of regional social and economic development, it consists of two blocks. The first one is the estimation and forecasting of the level of regional social and economic development. For the purposes of this block, we applied a method of development level and some adaptive methods. The informative basis is the data on the social and economic development of the Republic of Crimea. The change of the integrated index’s growth rate, which is used for the inertial and realistic scenarios, defined the conclusions on the regional socio-economic development. The second block of this technique includes the estimation and forecasting of the social and economic state of considered region. This block is based on the methods of cluster, discriminate and adaptive analyses. The information basis is the data of the social and economic situation of 79 Russian regions for the last 14 years. On the basis of cluster analysis, we divide all Russian regions into two clusters according to their social and economic position. Discriminate models allowed to determine the prospective rate of the Republic of Crimea. The adaptive methods made possible the identification of the researched region to a certain cluster. In the article, the presented models support a complex estimation of the level of regional socio-economic development in the current forecast period and can be considered as a tool of decision-making support at the multivariate scenario analysis of the regional development strategy.References
Kizim, N. A. & Klebanova, T. S. (2007). Adaptivnyye metody v sistemakh prinyatiya resheniy: monografiya. In Russian [Adaptive methods in decision-making systems: monograph]. Kharkov: INZhEK Publ., 368.
Bahtizin, A. R. (2008). Agent-orientirovannyye modeli ekonomiki. In Russian [The agent-based model of economy]. Мoscow: Ekonomika Publ., 279.
Vasilev, V. A. (2009). O neblokiruyemykh sostoyaniyakh mnogoregionalnykh ekonomicheskikh sistem. In Russian [About unlockable state of many regional economic systems]. Sibirskiy zhurnal industrialnoy matematiki [Siberian Journal of Industrial Mathematics], 7(4), 23–34.
Gorelova, G. V., Zaharova, E. N. & Ginis, L. A. (2005) Kognitivnyy analiz i modelirovanie ustoychivogo razvitiya sotsialno-ekonomicheskikh sistem. In Russian [Cognitive analysis and modeling of sustainable socio-economic systems]. Rostov-on-Don: Rostovskiy universitet Publ., 288.
Gribova, E. N. (2005) Razrabotka i issledovanie stsenarnykh modeley upravleniya regionalnym razvitiem: avtoreferat dissertatsii na soiskanie uchenoy stepeni kandidata tehnicheskih nauk po spetsialnosti 05.13.10 — “Upravlenie v sotsialnyih i ekonomicheskih sistemakh”. In Russian [Development and research of regional development management scenario models: the published summery of PhD thesis of technical sciences on specialty 05.13.10 — “Control for social and economic systems”]. Voronezh, 20. Retrieved from: http://www.prorector.org/forma/formarslid81720.html.
Guryanova, L. S. (2013) Modelirovanie sbalansirovannogo sotsialno-ekonomicheskogo razvitiya regionov: monografiya. In Russian [Simulation of balanced socio-economic development of regions: monograph]. Berdyansk, 406.
Klebanova, T. S. & Guryanova, L. S. (2009) Modelirovanie i prognozirovanie dinamiki razvitiya regionalnykh sistem. In Russian [Modelling and forecasting the dynamics of the development of regional systems]. Sovremennyye problemy modelirovaniya sotsialno-ekonomicheskikh sistem: monografiya [Modern problems of modeling the socio-economic systems: monograph]. Kharkov: INZhEK Publ., 217–235.
Kononov, D. A., Kosyasenko, S. A. & Kulba, V. V. (2001) Stsenarnyy analiz dinamiki povedeniya sotsialno-ekonomicheskih sistem. In Russian [Scenario analysis of the dynamic behavior of the socio-economic systems]. Finansovaya matematika [Financial mathematics]. Moscow, TEIS Publ., 7–53. Retrieved from: http://www.econ.asu.ru/old/sborn/finmath2001/pdf/1.pdf.
Lyichkina, N. N. (2004) Kompyuternoye modelirovanie sotsialno-ekonomicheskogo razvitiya regionov v sistemakh podderzhki prinyatiya resheniy. In Russian [Computer modeling of socio-economic development of regions in the decision support systems]. Trudy III Mezhdunarodnoy konferentsii “Identifikatsiya sistem i zadachi upravleniya” SICPRO ‘04. Moskva, 28–30 yanvarya 2004 g. Institut problem upravleniya im. V.A. Trapeznikova RAN [Proceedings of the III International Conference “System Identification and Control Problems” SICPRO ‘04. Moscow, January 28–30, 2004 Institute of Control Sciences. VA Trapeznikova RAS]. Moscow, 1377–1402. Retrieved from: http://simulation.su/uploads/files/default/lych-comp-sim.pdf.
Geets, V. M., Kizim, N. A., Klebanova, T. S., Chernyak, A. I. et al. (2006). Modelirovanie ekonomicheskoy bezopasnosti: gosudarstvo, region, predpriyatie: monografiya. In Russian [Modeling of economic security: state, region, enterprise: monograph]. Kharkov: INZhEK Publ., 240.
Piskun, E. I. (2014) Upravlenie innovtscionnoy deyatelnostyu proizvodstvenno-ekonomicheskih sistem v integratsionnoy srede: monografiya. In Russian [Management of innovative activity of industrial and economic systems in the integration environment]. Sevastopoly: SevGU Publ., 298.
Solohin, S. O. (2009) O kognitivnom modelirovanii ustoychivogo razvitiya sotsialno-ekonomicheskikh sistem. In Russian [On the cognitive modeling of sustainable development of socio-economic systems]. Iskusstvennyy intellekt [Artificial intelligence], 4, 150–156. Retrieved from: http://dspace.nbuv.gov.ua/bitstream/handle/123456789/8174/20-Solokhin.pdf?sequence=1.
Best, M. (2000). Silicon Valley and the resu rgence of Route 128: Systems integration and regional innovation. Regions, globalization and the knowledge-based economy. Ed. by J. Dunning. Oxford, UK: Oxford University Press. DOI: 10.1093/0199250014.001.0001.
Enright, M. (1996). Regional clusters and economic development: A research agenda. Business networks: Prospects for regional development. Ed. by V. Staber, N. Schaefer, and B. Sharma, 190–214. Berlin, Germany: de Gruyter. DOI (Chapter): 10.1515/9783110809053.190, DOI (Book): 10.1515/9783110809053.
Gourinchas, Pierre-Olivier. (2013, July). External Adjustment, Global Imbalances, Valuation Effects. NBER Working Paper No. 19240, 68. National Bureau of Economic Research, Cambridge. Retrieved from: http://www.nber.org/papers/w19240.pdf. DOI: 10.3386/w19240.
Ó hUallacháin, B., & Leslie, T. F. (2007). Rethinking the regional knowledge production function. Journal of Economic Geography, 7(6), 737–752. DOI: 10.1093/jeg/lbm027.
Weisbrod, G. (2007). Models to Predict the Economic Development Impact of Transportation Projects: Historical Experience and New Applications. The Annals of Regional Science, 25. Retrieved from: http://www.edrg.info/images/stories/Transportation/models-to-predict-the-eco.pdf. DOI: 10.1007/s00168–007–0184–9.
Plyuta, V. (1980). Sravnitelnyy mnogomernyy analiz v ekonomicheskikh issledovaniyakh. Metody taksonomii i faktornogo analiza. In Russian [Comparative multivariate analysis in economic research. Methods of taxonomy and factor analysis]. Moscow: Statistika Publ., 151.
Sepetliev, D. (1968). Statisticheskie metody v nauchnykh issledovaniyakh. In Russian [Statistical methods for research]. Moscow: Meditsina Publ., 419.
Nasledov, A. D. (2011). SPSS 19. Professionalnyy statisticheskiy analiz dannykh. In Russian [SPSS 19. Professional statistical analysis]. St. Petersburg: Piter Publ., 399.
Kudrevich, V. V. (2016) Otsenka prognoznoy sotsialno-ekonomicheskoy situatsii Respubliki Krym. In Russian [Assessmant of the forecasting social-economic situation of the Republic of Crimea]. Problemy ehkonomiki i menedzhmenta [Problems of economics and management], 8(60), 46–48.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2017 Robert Mikhaylovich Nizhegorodtsev, Elena Ivanovna Piskun, Viktoriya Vladimirovna Kudrevich

This work is licensed under a Creative Commons Attribution 4.0 International License.

