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Modeling of the Ukraine’s public organizations activities using the cluster analysis method

Title: 


Modeling of the Ukraine’s public organizations activities using the cluster analysis method


Authors: 


Harmatiy, Nataliya
Parushevskii, Artur
Harmatii, Serhii


Affiliation: 


Ternopil Ivan Puluj National Technical University 56, Ruska str., Ternopil, 46001, Ukraine


Bibliographic description (International): 


Harmatiy, N., Parushevskii, A. & Harmatii, S. (2022) Modeling of the Ukraine’s public organizations activities using the cluster analysis method. Socio-Economic Problems and the State (electronic journal), Vol. 27, no. 2, pp. 144-152. URL: http://sepd.tntu.edu.ua/images/stories/pdf/2022/22hnmmka.pdf


Issue: 


2(27)


Issue Date: 


Dec-2022


Submitted date: 


Oct-2022


Date of entry:

 

30-Dec-2022


Publisher: 


Ternopil Ivan Puluj National Technical University


Country (code):

 

UA


Place of the edition/event: 


Ternopil


ORCID Id: 


https://orcid.org/0000- 0003-4426-9223
https://orcid.org/0000- 0002-2728-7748


DOI:


UDC: 


https://doi.org/10.33108/sepd2022.nom2.144


 

336.71:519.23(477)


JEL: 


F6
Z32


Keywords: 


Ukraine’s public organizations
economic and mathematical modeling
cluster analysis
matrix of normalized values
dendrogram


Number of pages: 


9


Page range: 


144-152


Start page: 


144


End page: 


152


Abstract: 


It is stated in the article that in the modern realities of the national economy functioning and social aspects of people's lives, the research of the public organizations activities in Ukraine is an urgent issue in the scientific, socio-economic and political spheres. It is established that a surge in the creation of such organizations was observed after 2014, when a military confrontation with the russian aggressor began in the East of our state, and it was public organizations and volunteer groups that managed to effectively and quickly provide the military and territorial defense groups of our state with the most necessary items required. The important and invaluable activity of such organizations is aimed at preserving the life and health of the human potential of our country. It is stated that the decisive factor in the victory of Ukraine and the restoration and dynamic development of the national economy is the human resource, because it is the factor of “people’s orientation” that must be taken into account when planning the macroeconomic, production and social aspects of the national economy and the political system of our state. The activities of public organizations through the lens of financial flows that these institutions operate are studied in the article. When making calculations, modern economic and mathematical modeling tools based on cluster analysis are used. The main clusters of public organizations are determined based on the analysis of their financial flows. The relevance of the study of the activities of public organizations of Ukraine and the use of modern modeling tools based on cluster analysis is proven. It is substantiated that the implementation of calculations in the Matlab software makes it possible to expand scientific research on topics that are relevant in today’s conditions.


Sponsorship: 


The authors received no direct funding for this research.


URI: 


http://elartu.tntu.edu.ua/handle/lib/39859


ISSN: 


2223-3822


Copyright owner: 


Socio-Economic Problems and the State


URL for reference material: 


http://sepd.tntu.edu.ua/images/stories/pdf/2022/22hnmmka.pdf
https://www.plast.org.ua/about/
http://studfreedom.org/
https://fri.com.ua/
https://ecoclubua.com/ekoklub-zelena-hvylya/
http://www.easterneurope-ebm.in.ua/journal/17_2018/139.pdf


References (International): 

1. Natsionalna skautska orhanizatsiia Ukrainy «Plast» [Plast – National Scout Organization of Ukraine] URL: https://www.plast.org.ua/about/.
2. Ukrainski studenty za svobodu [Ukrainian Students for Freedom] URL: http://studfreedom.org/.
3. Fundatsiia rehionalnykh initsiatyv (FRI) URL: https://fri.com.ua/.
4. EkoKlub «Zelena Khvylia» [Ecoclub Green Wave] URL: https://ecoclubua.com/ekoklub-zelena-hvylya/.
5. Artym-Drohomyretska Z., Harmatiy N., Krytska L., Harmatii S. (2022) Statystychnyi analiz diialnosti strakhovykh kompanii Ukrainy instrumentariiem klasternoho analizu [Statistical analysis of activity of insurance companies of Ukraine by cluster analysis tools]. Galician economic journal (Tern.), vol. 74, no 1, pp. 7-15 [in Ukrainian]. DOI: https://doi.org/10.33108/galicianvisnyk_tntu2022.01.007
6. Rohatynskyi, R. Harmatiy, N., Fedyshyn, I., Dmytriv, D. (2020) Modeling the development of machine-building industry on the basis of the fuzzy sets theory. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu. No. 2. Pp. 74-81. ULR: http://elartu.tntu.edu.ua/handle/lib/32116. DOI: https://doi.org/10.33271/nvngu/2020-2/074
7. Roman Rogatynskyi, Nataliy Harmatiy, Iryna Khymych (2018) Increse of the efficiency of companiens functioning by means of cluster structures creation. Modern Management:Economy and Administration. Monograph.Opole: The Academy of Management and Administration in Opole. URL: http://elartu.tntu.edu.ua/handle/lib/27847
8. Natalia Garmatiy, Natalia Riznyk, Sergiy Harmatiy (2019) Economic analysis of activities of companies of Ukraine and Poland and clusterization of the insurance market of the national economy. Business Risk in Changing Dynamics of Global Village 2, Pp. 244-252. URL: http://elartu.tntu.edu.ua/bitstream/lib/32275/2/BRCDGV_2019_Garmatiy_N-Economic_analysis_of_activities_244-252.pdf
9. Repp H. I. (2018) Analiz klasternoho rozvytku rehioniv Ukrainy stanom na 2018 rik. [Analysis of cluster development of the regions of Ukraine as of 2018] No. 3 (90). Pp. 85–90. URL: http://ej.kherson.ua/journal/economic_15/4/9.pdf
10. Ponomarenko I. V., Untura A. V. (2018) Vykorystannia klasternoho analizu dlia hrupuvannia mizhnarodnykh kompanii [Cluster analysis use for international companies grouping]. DVNZ. Dnipro: Skhidna Yevropa: ekonomika, biznes ta upravlinnia, Pp. 792–796. URL: https://er.knutd.edu.ua/bitstream/123456789/12456/1/139.pdf


Content type: 


Article


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Scientific Journal "Socio-Economic Problems and the State", Vol.27, No.2

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