BUSINESS INFORM JOURNAL.

УКР

ENG

Search:

REGISTRATION CERTIFICATE

KV #19905-9705 PR dated 02.04.2013.

FOUNDERS

RESEARCH CENTRE FOR INDUSTRIAL DEVELOPMENT PROBLEMS of NAS (KHARKIV, UKRAINE)

According to the decision No. 802 of the National Council of Television and Radio Broadcasting of Ukraine dated 14.03.2024, is registered as a subject in the field of print media.
ID R30-03156

PUBLISHER

Liburkina L. M.

SITE SECTIONS

Methodology for Forming a Balanced System of Regional Differentiation Indicators
Bril M. S.

Bril, Mykhailo S. (2020) “Methodology for Forming a Balanced System of Regional Differentiation Indicators.” Business Inform 4:133–142.
https://doi.org/10.32983/2222-4459-2020-4-133-142

Section: Economic and Mathematical Modeling

Article is written in Ukrainian
Downloads/views: 4

Download article (pdf) -

UDC 332

Abstract:
A step-by-step model of forming a balanced factor system of regional differentiation indicators in terms of the canonical correlation system is proposed. The canonical correlation relationships are researched between groups of source variables for the regions of Ukraine for 2015–2019 using the Statistica PPP. The main purpose of the research is to implement the methodology of canonical correlations by identifying the object of research in two characteristic spaces; maximizing communication (spatial display of the object); reducing the amount of raw data (the possibility of eliminating irrelevant factors). The selection of the most informative variables by the characteristic of the close relationship between two sets of variables and the content of the researched processes in dynamics is made by analyzing the structure of canonical variables and the magnitude of canonical correlations. The build up dynamic models of canonical correlations for the formation of a balanced factor system of regional differentiation indicators allow a more precise and logical implementation of meaningful interpretation of the obtained results in comparison with other multidimensional methods. According to the results of the research on forming a balanced representative system of indicators, the following sets of factors have been formed: the set of the most significant factors, the set of significant factors, the set of essential factors, and the set of non-essential factors. The methodology of canonical correlations is applied, which extends the possibilities of formation and research of interconnections of different phenomena and processes in socio-economic systems of different level of hierarchy as a result of involvement in the process of analysis of systems of a large set of studied factor and resultant indicators in one set, providing a fundamental basis for forming a balanced factor system of indicators of regional development and differentiation, both in spatial and temporal, dynamic context, which will improve and upgrade implementation of development strategies and will reduce the regional unevenness.

Keywords: canonical analysis, canonical correlation, regional differentiation, factors, balanced system of indicators, macro-economic indicators, parameters.

Fig.: 8. Tabl.: 4. Bibl.: 19.

Bril Mykhailo S. – Candidate of Sciences (Economics), Associate Professor, Associate Professor, Department of Economic Theory and Economic Policy, Simon Kuznets Kharkiv National University of Economics (9a Nauky Ave., Kharkiv, 61166, Ukraine)
Email: [email protected]

List of references in article

Aksyonova, I. V., and Sierova, I. A. “Vyznachennia konkurentospromozhnosti rehionu ta systema pokaznykiv yii otsinky“ [Determination of Competitiveness of the Region and the System of Indicators of Its Assessment]. Biznes Inform. 2011. https://www.business-inform.net/annotated-catalogue/?year=2011&abstract=2011_07_1&lang=ua&stqa=18
Klebanova, T. S. et al. Biznes-analityka bahatovymirnykh protsesiv [Business Analytics of Multidimensional Processes]. Kharkiv: KhNEU im. S. Kuznetsia, 2018.
Bril, M. S. “Makroekonomichni pokaznyky rozvytku rehioniv Ukrainy“ [Macro-Economic Indicators of Development of Ukrainian Regions]. Biznes Inform. 2013. https://www.business-inform.net/annotated-catalogue/?year=2013&abstract=2013_04_0&lang=ua&stqa=17
Bril, M. S. “Pobudova systemy porivnialno-prostorovoho otsiniuvannia rivnia rozvytku Ukrainy ta krain YeS“ [Building a System of Comparative-Spatial Assessment of the Level of Development of Ukraine and the EU Countries]. Biznes Inform. 2018. https://www.business-inform.net/annotated-catalogue/?year=2018&abstract=2018_02_0&lang=ua&stqa=11
Hurianova, L. S. Modeliuvannia zbalansovanoho sotsialno-ekonomichnoho rozvytku rehioniv [Modeling of Balanced Socio-economic Development of Regions]. Berdiansk: FOP Tkachuk O. V., 2013.
Derzhavna sluzhba statystyky Ukrainy. http://www.ukrstat.gov.ua
Dubina, I. N. Matematiko-statisticheskiye metody v empiricheskikh sotsialno-ekonomicheskikh issledovaniyakh [Mathematical and Statistical Methods in Empirical Socio-economic Studies]. Moscow: Finansy i statistika; Infra-M, 2010.
Hurianova, L. S. et al. Ekonometryka [Econometrics]. Kharkiv: KhNEU im. S. Kuznetsia, 2015.
Klebanova, T. S. Guryanova L. S., and Sergiyenko, Ye. A. “Kompleks modeley mekhanizma sotsialno-ekonomicheskogo razvitiya regionov“ [A Complex of Models of the Mechanism of Socio-economic Development of Regions]. Gosudarstvo i biznes. Voprosy teorii i praktiki: modelirovaniye, menedzhment, finansy. St. Petersburg: Izd-vo SZAGS, 2011. 144-152.
Klebanova, T. S. et al. “Model analiza asimmetrii regionalnogo razvitiya“ [The Model of the Analysis of Asymmetry of Social and Economic Development of Regions]. Problemy ekonomiki, no. 2 (2012): 27-33.
Klebanova, T. S., Guryanova, L. S., and Sergiyenko, Ye. A. “Modeli differentsiatsii konkurentnykh pozitsiy regionov“ [Models of Differentiation of Competitive Positions of Regions]. In Konkurentospromozhnist: problemy nauky ta praktyky, 65-81. Kharkiv: FOP Liburkina L. M. ; VD «INZhEK», 2009.
Korytko, T. Yu. “Rozrobka zbalansovanoi systemy pokaznykiv dlia formuvannia ta realizatsii prohramy rozvytku rehionu“ [Development of a Balanced System of Indicators for the Formation and Implementation of the Regional Development Program]. Visnyk Donbaskoi derzhavnoi mashynobudivnoi akademii. 2012. http://www.dgma.donetsk.ua/science_public/ddma/2012-1-26/article/12KTUPDR.pdf
Maliarets, L. M., and Achkasova, O. V. Zbalansovana systema pokaznykiv yak instrument vyznachennia stratehii pidpryiemstva v umovakh kryzy [Balanced System of Indicators as a Tool for Determining the Strategy of the Enterprise in a Crisis]. Kharkiv: Vyd-vo KhNEU, 2012.
Soshnikova, L. A. et al. Mnogomernyy statisticheskiy analiz v ekonomike [Multivariate Statistical Analysis in Economics]. Moscow: YuNITI-DANA, 1999.
Chechel, A. O., and Kharlanova, D. A. “Sotsialna bezpeka v Ukraini: indykatory otsinky na rehionalnomu rivni“ [Social Security in Ukraine: Evaluation Indicators at the Regional Level]. Vcheni zapysky TNU imeni V. I. Vernadskoho. Seriia : Ekonomika i upravlinnia. 2019. http://www.econ.vernadskyjournals.in.ua/journals/2019/30_69_5/30_69_5_1/19.pdf
Yuzbyshev, M. M. “Raschet obema vyborki dlya nadezhnogo ustanovleniya svyazi“ [Calculation of Sample Size for Reliable Communication]. Voprosy statistiki, no. 6 (2004): 38-39.
“Elektronnyy uchebnik StatSoft“ [Electronic Textbook StatSoft]. http://www.statsoft.ru/statportal/tabID__44/DesktopDefault.aspx
Klebanova, T., Kavun, S., and Guryanova, L. “Models of assessment of inequality and skewness of social-conomic systems development“. International Journal of Biomedical Soft Computing and Human Sciences, vol. 18, no. 1 (2012): 49-55.
“Statistika“ [Statistics]. StatSoft. http://statsoft.ru/resources/statistica_text_book.php/

FOR AUTHORS

License Contract

Conditions of Publication

Article Requirements

Regulations on Peer-Reviewing

Publication Contract

Current Issue

Frequently asked questions

INFORMATION

The Plan of Scientific Conferences

OUR PARTNERS

Journal «The Problems of Economy»

The site and its metadata are licensed under CC BY-SA.

Write to webmaster