SYSTEMS ANALYSIS AND MODELLING OF THE EDUCATIONAL SERVICES MARKET

Keywords: education, educational services, educational services market, systems analysis, modelling, cluster analysis, taxonomic indicator

Abstract

The subject of the research is a set of models of systems analysis of the educational services market. The goal of the work is to develop a set of models of systems analysis of the educational services market in Ukraine, which allow to assess the state of regional market segments; to highlight the segments which are the most sensitive to the reduction of the educational institutions network; to assess the competitiveness of educational services in the foreign market; to determine the most attractive segments of the foreign market. The paper solves the following tasks: models of classification of regions according to the level of development of the education system are developed; models for a comprehensive assessment of the level of development of the education system are proposed, which allow assessing the position of Ukraine in comparison with European countries; models for classifying external market segments by the level of attractiveness for promoting educational services of Ukrainian universities in the context of an export-oriented development model are developed. The following methods are used: systems analysis – to describe the object of research, conceptual approach and a set of tasks to be solved; cluster analysis – for building classification models; taxonomy methods, development level method – to build a rating assessment of Ukraine's position in the educational services market. The following results have been obtained: a grouping of the regions of Ukraine by the level of development of the education system has been developed, the "pivotal" regions for the formation of a network of educational institutions have been identified; a system of rating assessment of countries in the educational services market institutions has been proposed; the most attractive external market segments for the promotion of educational services of universities in Ukraine institutions have been identified. Conclusions: the implementation of the models made it possible to conclude that the composition of the "pivotal" regions for the formation of a network of educational institutions includes such regions as Kyiv, Kharkiv, Odesa, Zaporizhzhia, Lviv, Dnipro regions. Educational services of universities in these regions are in the highest demand, but these regions are also the most vulnerable to the phase of market decline. The analysis of the "substitute" effect made it possible to conclude that Ukraine is characterized by a high rating of the level of development of the education system in comparison with European countries. In the context of the export-oriented development model, external market segments that are attractive for Ukraine have been highlighted.

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Author Biographies

Lidiya Guryanova, Simon Kuznets Kharkiv National University of Economics
Doctor of Sciences (Economics), Head of the Department of Economic Cybernetics
Oksana Panasenko, Simon Kuznets Kharkiv National University of Economics
PhD (Economics Sciences), Associate Professor of the Department of Economic Cybernetics
Serhiy Voznyuk, National Aerospace University "Kharkiv Aviation Institute"
Senior Lecturer of the Department of Higher Mathematics and Systems Analysis

References

Subhash, Kak (2018), "Universities must prepare for a technology-enabled future", available at : https://theconversation.com/universities-must-prepare-for-a-technology-enabled-future-89354

"E-Learning - Market Analysis, Trends, and Forecasts" (2018), available at : https://www.researchandmarkets.com/reports/2832322/e-learning-market-analysis-trends-and#rela3-4463680

"Global Online Education Market - Forecasts from 2018 to 2023" (2018), available at : https://www.researchandmarkets.com/reports/4463680/global-online-education-market-forecasts-from

"Higher Education Development Strategy in Ukraine in 2021-2031" ["Strategiya rozvy`tku vy`shhoyi osvity` v Ukrayini na 2021-2031 roky"] (2021), available at : http://www.reform.org.ua/proj_edu_strategy_2021-2031.pdf

"Ukraine is among the top 15 countries in the world with the fastest rate of population decline - the Ministry of Social Policy" ["Ukrayina vxodyt v top-15 krayin svitu z najshvydshymy tempamy skorochennya naselennya – Minsoczpolityky"] (2021), available at : http://jkg-portal.com.ua/ua/publication/one/ukrajina-vkhodit-v-top-15-krajin-svtu-z-najshvidshimi-tempami-skorochennja-naselennja---mnsocpoltiki-59718

Vinokurov, J (2020), "Almost 10% of the population: the government has calculated how many Ukrainians have left abroad since the beginning of the decade" ["Pochty` 10% naselenyya: v pravytelstve podschytaly, skolko ukrayncev vyexaly za granyczu s nachala desyatyletyya"], available at : https://hromadske.ua/ru/posts/pochti-10-naseleniya-v-pravitelstve-podschitali-skolko-ukraincev-vyehali-za-granicu-s-nachala-desyatiletiya

Khandiy, O. O. (2015), "Research of features of the market of educational services of higher educational institutions" ["Doslidzhennya osoblyvostej rynku osvitnix poslug vyshhyx navchalnyx zakladiv"], Economy and state, No. 4, C. 44–47.

Akhnovskay, I. О. (2017). "Analysis of the potential of the educational market of Ukraine" ["Analiz potencialu osvitnogo rynku Ukrayiny"]. Finance, accounting, banks. No. 1 (22), P. 34–45.

Mogilova, A. Yu., Reshetnikov, I. V. (2016), "Features of marketing in the market of educational services" ["Osoblyvosti marketyngu na rynku osvitnix poslug"], Scientific Bulletin of Uzhhorod National University, No. 10/2, P. 21–25.

Ogarenko, T. Yu. (2010), "The concept of modeling the dynamics of higher education services demand" ["Koncepciya modelyuvannya dynamiky` popytu na poslugy vyshhyx navchalnyx zakladiv"], Efficient economy, No. 10, available at : http://www.economy.nayka.com.ua/?op=1&z=350

Putilov, A., Timokhin, D., Pimenova, V. (2020), "Adaptation of the educational process to the requirements of the global nuclear market according the concept of "economic cross" through its digitalization", Procedia Computer Science, No. 169, P. 452–457. DOI: https://doi.org/10.1016/j.procs.2020.02.226.17

Thu Ha Truong, Keiichi Ogawa, Jean-Baptiste, M. B. S. (2021), "Educational expansion and the economic value of education in Vietnam: An instrument-free analysis", International Journal of Educational Research, Vol. 2. DOI: https://doi.org/10.1016/j.ijedro.2020.100025

Fung-Mey Huang, Jen-Che Liao, Chin-Chun Yi. (2020), "The impact of labor market work and educational tracking on student educational outcomes: Evidence from Taiwan", Economics of Education Review, Vol. 77. DOI: https://doi.org/10.1016/j.econedurev.2020.101955

Billon Margarita, Crespo Jorge, Lera-Lopez Fernando (2021), "Do educational inequalities affect Internet use? An analysis for developed and developing countries", Telematics and Informatics, Vol. 58. DOI: https://doi.org/10.1016/j.tele.2020.101521

Jakob Martina, Combet Benita (2020), "Educational aspirations and decision-making in a context of poverty. A test of rational choice models in El Salvador", Research in Social Stratification and Mobility, Vol. 69. DOI: https://doi.org/10.1016/j.rssm.2020.100545

Misuraca Michelangelo, Scepi Germana, Spano Maria (2021), "Using Opinion Mining as an educational analytic: An integrated strategy for the analysis of students’ feedback", Studies in Educational Evaluation, Vol. 68. DOI: https://doi.org/10.1016/j.stueduc.2021.100979

Guryanova, L. S. (2013), Modeling of balanced socio-economic development of regions [Modelyuvannya zbalansovanogo socialno-ekonomichnogo rozvytku regioniv] : monograph, Berdyansk : FOP Tkachuk O. V., 406 p.

Ed. Kizim, N. A., Klebanova, T. S. (2007), Adaptive methods in decision-making systems [Adaptyvnye metodu v systemax prynyatyya reshenyj] : monograph, Kharkiv : ID INZHEK, 368 p.

Ed. Geyets, V. M. (2006), Modeling of economic security: state, region, enterprise [Modelyuvannya ekonomichnoyi bezpeky: derzhava, region, pidpryyemstvo]: monograph, Kharkiv : VD "INZHEK", 240 p.

"EUROSTAT" (2019), available at : https://ec.europa.eu/eurostat/

"OECD" (2019), available at : https://www.oecd.org/pisa/


Abstract views: 16
PDF Downloads: 21
Published
2021-03-28
How to Cite
Guryanova, L., Panasenko, O. and Voznyuk, S. (2021) “SYSTEMS ANALYSIS AND MODELLING OF THE EDUCATIONAL SERVICES MARKET”, INNOVATIVE TECHNOLOGIES AND SCIENTIFIC SOLUTIONS FOR INDUSTRIES, (1 (15), pp. 32-42. doi: 10.30837/ITSSI.2021.15.032.