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Analysis and forecasting of Ukrainian agrarian exports to the EU countries

Author

Listed:
  • Koliadenko, Svitlana
  • Andreichenko, Andrii
  • Galperina, Liubov
  • Minenko, Sofiia
  • Kovylina, Maria

Abstract

Purpose. The purpose of the paper is to study the state, perspective directions of Ukrainian exports of agricultural products and the introduction of effective forecasting using the method of mathematical modeling of a continuous system of aperiodic components. Methodology / approach. In the process of research, the fundamental provisions of modern economic science were used in relation to the groups of factors influencing the resulting indicators of export, foreign trade trends, methods of statistical analysis to assess the weight of factors influencing the resulting function, as well as modern mathematical methods for forecasting of agrarian exports were implemented. Results. The application of the developed mathematical model and the algorithm based on it, allowed to study the situation with the export of Ukrainian agricultural products to the EU, to identify trends specific to individual countries and the EU market as a whole, to assess the opportunities and prospects of niche markets, expansion nomenclature of export goods. Prognoses were given both on the export prospects of individual goods, product groups, and on the volume of deliveries to the EU. The use of factor analysis for forecasting of export deliveries allowed us to assess the impact of each of the factors and limit their amount. Originality / scientific novelty. For the first time, the method of mathematical modeling of a continuous system based on changes in its aperiodic components was used for efficient and relevant forecasting of agrarian export volumes. Even the stages of application of this method, in particular, the analysis and prognoses for individual items of the nomenclature of export goods, for individual countries – importers make it possible to represent the situation with agrarian exports more accurately and forecast future supplies. Practical value / importance. The proposed mathematical approach for market analysis and forecasting of markets can be used by both market regulators and producers and exporters of agricultural products. These polynomial equations for analysis and prognostication for individual product groups can be directly used in practice.

Suggested Citation

  • Koliadenko, Svitlana & Andreichenko, Andrii & Galperina, Liubov & Minenko, Sofiia & Kovylina, Maria, 2020. "Analysis and forecasting of Ukrainian agrarian exports to the EU countries," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 6(3), September.
  • Handle: RePEc:ags:areint:305551
    DOI: 10.22004/ag.econ.305551
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    1. Karali, Berna & Isengildina-Massa, Olga & Irwin, Scott H., 2019. "The Changing Role of USDA Inventory Reports in Livestock Markets," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 44(3), September.
    2. Oleg Bazaluk & Olha Yatsenko & Oleksandr Zakharchuk & Anna Ovcharenko & Olga Khrystenko & Vitalii Nitsenko, 2020. "Dynamic Development of the Global Organic Food Market and Opportunities for Ukraine," Sustainability, MDPI, vol. 12(17), pages 1-20, August.
    3. Tebogo B. Seleka & Thula S. Dlamini, 2020. "Competitiveness of ACP Sugar Exporters in the Global Market," The International Trade Journal, Taylor & Francis Journals, vol. 34(2), pages 247-277, March.
    4. Olha Yatsenko & Vitalii Nitsenko & Abbas Mardani & Dalia Streimikiene & Tetiana Tananaiko, 2019. "Global Risks of Trade and Economic Cooperation of Ukraine With Countries of the Northern American Region," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 15(3), pages 217-225.
    5. Salvatore Di Falco & Angela Doku & Avichal Mahajan, 2020. "Peer effects and the choice of adaptation strategies," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 17-30, January.
    6. Wigier, Marek (ed.) & Kowalski, Andrzej (ed.), 2017. "Strategies for the agri-food sector and rural areas – dilemmas of development," Multiannual Program Reports 302751, Institute of Agricultural and Food Economics - National Research Institute (IAFE-NRI).
    7. Roman Ostapenko & Yuliia Herasymenko & Vitalii Nitsenko & Svitlana Koliadenko & Tomas Balezentis & Dalia Streimikiene, 2020. "Analysis of Production and Sales of Organic Products in Ukrainian Agricultural Enterprises," Sustainability, MDPI, vol. 12(8), pages 1-15, April.
    8. Lusk, Jayson L. & Thompson, Nathanael M. & Weimer, Shawna L., 2019. "The Cost and Market Impacts of Slow-Growth Broilers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 44(3), September.
    9. Liu, Yong & Ker, Alan P., 2020. "Rating Crop Insurance Contracts with Nonparametric Bayesian Model Averaging," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 45(2), March.
    10. V. Heyets, 2016. "Ukraine's economy: key problems and prospects," Economy and Forecasting, Valeriy Heyets, issue 1, pages 7-22.
    11. Xi He, 2020. "US agricultural exports and labor market adjustments," Agricultural Economics, International Association of Agricultural Economists, vol. 51(4), pages 609-621, July.
    12. Olha Kravchenko & Anatolii Kucher & Maria Hełdak & Lesia Kucher & Joanna Wysmułek, 2020. "Socio-Economic Transformations in Ukraine towards the Sustainable Development of Agriculture," Sustainability, MDPI, vol. 12(13), pages 1-16, July.
    13. Iryna Zamula & Maryna Tanasiieva & Vitalii Travin & Vitalii Nitsenko & Tomas Balezentis & Dalia Streimikiene, 2020. "Assessment of the Profitability of Environmental Activities in Forestry," Sustainability, MDPI, vol. 12(7), pages 1-15, April.
    14. Juan He & Xiaoyong Zheng & Roderick Rejesus & Jose Yorobe, 2020. "Input use under cost‐of‐production crop insurance: Theory and evidence," Agricultural Economics, International Association of Agricultural Economists, vol. 51(3), pages 343-357, May.
    15. Werner, Samantha & Lemos, Scott R. & McLeod, Amanda & Halstead, John M. & Gabe, Todd & Huang, Ju-Chin & Liang, Chyi Lyi & Shi, Wei & Harris, Lily & McConnon, James, 2019. "Prospects for New England Agriculture: Farm to Fork," Agricultural and Resource Economics Review, Cambridge University Press, vol. 48(3), pages 473-504, December.
    16. Richardson Kojo Edeme & Innocent A. Ifelunini & Nelson C. Nkalu, 2016. "A Comparative Analysis of the Impact of Agricultural Exports on Economic Growth of ECOWAS Countries," Acta Oeconomica Pragensia, Prague University of Economics and Business, vol. 2016(5), pages 31-46.
    17. Serdar Ongan & Ismet Gocer, 2020. "The Causal Relationships between International Trade and International Tourism in NAFTA countries: Applications of Time and Frequency Domain Approaches," The International Trade Journal, Taylor & Francis Journals, vol. 34(3), pages 319-338, May.
    18. Ivan T. Kandilov, 2008. "The Effects of Exchange Rate Volatility on Agricultural Trade," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 1028-1043.
    19. Fenghe, Zhang, 2020. "Analysis of the current situation of agricultural trade development between China and Ukraine," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 6(1), March.
    20. Dengjun Zhang, 2020. "The Impact of Exchange Rate on US Imports of Salmon: A Two-Stage Demand Model Approach," The International Trade Journal, Taylor & Francis Journals, vol. 34(2), pages 201-221, March.
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    Agribusiness; Agricultural and Food Policy;

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