Mathematical modeling of tourism development in territorial communities

Authors

DOI:

https://doi.org/10.15587/2706-5448.2022.254273

Keywords:

united territorial community, mathematical model of the tourist complex, PLS-PM methodology, sustainable development

Abstract

In this paper, the problems of development of associations of territorial communities in the tourism direction of economic development are considered.

The object of research is the improvement of territorial communities on the example of Ukraine. One of the most problematic places is the lack of funds for the development of existing large tourist complexes and the creation of new ones.

The study uses the idea that tourism development has a direct stimulating effect on the development of a number of important economic sectors. The use of a mathematical apparatus is also considered, which allows to analyze the main factors influencing the development of the tourism industry of territorial communities. A comprehensive solution of economic, social and environmental issues of sustainable tourism development is impossible without the development of mathematical models and supporting tools that allow predicting the main indicators of sustainable tourism development. The paper considers PLS-PM modeling using such internal consistency criteria as Cronbach’s Alpha coefficient, Dillon-Goldstein coefficient ρ, model reliability, mean variance. The purpose of the PLS-PM model is to obtain estimates of latent variables for further forecasting procedures for the development of the system. The processes taking place in the tourism industry are characterized by a complex interaction of economic, environmental and social factors. Their influence should be taken into account for the implementation of the sustainable tourism development strategy. The analysis of the model was also carried out with the help of a single coefficient of quality of the correspondence of the data model, which characterizes the quality of the internal and external models of the system.

Thanks to the listed tools, the statement is formed that the regulation of key factors of the tourism sector of the economic sector can have a positive impact on the development of national culture and economy in the united territorial communities. The created mathematical model clearly forms the conclusion that the development of tourism in local communities can become the engine of their sustainable economic development, given the available regional conditions.

Author Biographies

Roman Bihun, Lviv Polytechnic National University

Postgraduate Student

Department of Information Systems and Networks

Vasyl Lytvyn, Lviv Polytechnic National University

Doctor of Technical Sciences, Professor

Department of Information Systems and Networks

Nazar Oleksiv, Lviv Polytechnic National University

Department of Information Systems and Networks

References

  1. Voronkova, T., Prytulenko, А. (2020). International tourism and its impact on the socio-economic development of Ukraine. Efektyvna Ekonomika, 11. doi: http://doi.org/10.32702/2307-2105-2020.11.83
  2. Liburd, D. J.; Liburd, D. J., Edwards, D. D. (Eds.) (2018). Understanding Collaboration and Sustainable Tourism Development. Collaboration for Sustainable Tourism Development. Oxford: Goodfellow Publishers. doi: http://doi.org/10.23912/9781911635000-3912
  3. Tüzün, I. K., Ergül, M., Johnson, C. (Eds.) (2019). Sustainable Tourism Practices in the Mediterranean. Routledge. doi: http://doi.org/10.4324/9781315104911
  4. Mykhailichenko, H. I. (2013). Metodolohichni osnovy otsiniuvannia innovatsiinoho potentsialu turystychnoho pidpryiemstva. Ekonomichnyi chasopys, 1-2, 80–83.
  5. Wei, C., Wang, Q., Liu, C. (2021). Application of an artificial neural network optimization model in e-commerce platform based on tourism management. EURASIP Journal on Wireless Communications and Networking, 1. doi: http://doi.org/10.1186/s13638-021-01947-x
  6. Zhang, P., Cao, K. (2022). Analysis of the Impact of Household Tourism Consumption Based on Multilevel Structural Equation Model. Mobile Information Systems, 2022, 1–12. doi: http://doi.org/10.1155/2022/7141837
  7. Kosova, R., SIinaj, V. (2021). Mathematical Modeling of Tourism Development. An Application to Albanian Tourism. Journal Of Environmental Management And Tourism, 12 (6), 1707–1715.
  8. Khan, A., Bibi, S., Lorenzo, A., Lyu, J., Babar, Z. U. (2020). Tourism and Development in Developing Economies: A Policy Implication Perspective. Sustainability, 12 (4), 1618. doi: http://doi.org/10.3390/su12041618
  9. Melnychenko, S. V. (2007). Informatsiini tekhnolohii v turyzmi: teoriia, metodolohiia, praktyka. Kyiv: Kyivskyi natsionalnyi torhovelno-ekonomichnyi universytet, 493.
  10. Tkachenko, T. I. (2009). Stalyi rozvytok turyzmu: teoriia, metodolohiia, realii biznesu. Kyiv: Kyivskyi natsionalnyi torhovelno-ekonomichnyi universytet, 463.
  11. Inchausti-Sintes, F. (2021). Modelling the economics of sustainable tourism. Journal of Sustainable Tourism, 1–14. doi: http://doi.org/10.1080/09669582.2021.2002344
  12. Sanchez, G. (2013). PLS Path Modeling with R. Trowchez Editions. Berkeley. Available at: https://www.gastonsanchez.com/PLS_Path_Modeling_with_R.pdf
  13. Derzhavna statystyka Ukrainy. Holovne upravlinnia statystyky u Zakarpatskii oblasti. Available at: http://www.uz.ukrstat.gov.ua/
  14. Vinzi, V. E., Trinchera, L., Amato, S.; Esposito Vinzi, V., Chin, W., Henseler, J., Wang, H. (Eds.) (2010). PLS Path Modeling: From Foundations to Recent Developments and Open Issues for Model Assessment and Improvement. Handbook of Partial Least Squares. Springer Handbooks of Computational Statistics. Berlin, Heidelberg: Springer, 47–82. doi: http://doi.org/10.1007/978-3-540-32827-8_3

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Published

2022-04-02

How to Cite

Bihun, R., Lytvyn, V., & Oleksiv, N. (2022). Mathematical modeling of tourism development in territorial communities. Technology Audit and Production Reserves, 2(2(64), 21–30. https://doi.org/10.15587/2706-5448.2022.254273

Issue

Vol. 2 No. 2(64) (2022): Information and control systems

Section

Systems and Control Processes: Original Research

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Copyright (c) 2022 Roman Bihun, Vasyl Lytvyn, Nazar Oleksiv

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