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Modeling of Territorial and Managerial Aspects of Robotization of Agriculture in Russia

Author

Listed:
  • Yury B. Melnikov

    (Department of Chess Art and Computer Mathematics, Ural State University of Economics, March 8 Str./Narodnaya Volya St., 62/45, 620144 Yekaterinburg, Russia
    Department of Competition Law and Antimonopoly Regulation, Ural Federal University of Economics, 620144 Yekaterinburg, Russia)

  • Egor Skvortsov

    (Department of Economics, Management and Law, Ural State University of Economics, March 8 Str./Narodnaya Volya St., 62/45, 620144 Yekaterinburg, Russia)

  • Natalia Ziablitckaia

    (Department of Economics, Management and Law, South Ural State University, Pr. Lenina, 76, 454080 Chelyabinsk, Russia)

  • Alexander Kurdyumov

    (Department of Competition Law and Antimonopoly Regulation, Ural State University of Economics, March 8 Str./Narodnaya Volya St., 62/45, 620144 Yekaterinburg, Russia)

Abstract

In the context of a shortage of labor and objective patterns of the development of means of production in a number of sectors of agriculture, farmers are increasingly using robotics. Despite the presence of significant positive economic effects, the robotization of agriculture in Russia is carried out at a slow pace and is very uneven. This suggests that the robotization of agriculture is influenced by the socio-economic characteristics and characteristics of the regions. The methods are based on a systematic approach to research and an algebraic approach to modelling, which, in our opinion, is a system of several components. To build models, data on the introduction of robotics in Russian agriculture for 2006–2020 and the socio-economic characteristics of the regions during the period of the most intensive introduction of robots (2013–2017) were used. As a conclusion, it can be noted that the robotization of agriculture in the Russian Federation is at the implementation stage, which is confirmed by a significant spread in the correlation coefficient of robotization indicators and various socio-economic characteristics of the regions, including the share of organizations using the Internet, availability of road infrastructure, the share of the rural population in the regions and a number of other indicators. It is shown that, at this stage of the robotization of agriculture, the most important are the models of the management process, while the priority is the subjective component of decision-making about the introduction of robotics, both at the micro level and at the regional level. We have proposed models that reflect various aspects of the robotization process and three mathematical models for the implementation of the strategy are built, which form a model-triad. Three theorems on the existence of an optimal realization of the strategy are proved.

Suggested Citation

  • Yury B. Melnikov & Egor Skvortsov & Natalia Ziablitckaia & Alexander Kurdyumov, 2022. "Modeling of Territorial and Managerial Aspects of Robotization of Agriculture in Russia," Mathematics, MDPI, vol. 10(14), pages 1-17, July.
  • Handle: RePEc:gam:jmathe:v:10:y:2022:i:14:p:2540-:d:868179
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    References listed on IDEAS

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    1. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    2. Carol Leonard, 2016. "Spatial Development and Innovation in Russia," Foresight-Russia Форсайт, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 10(3 (eng)), pages 30-33.
    3. Miranda P.M. Meuwissen & Peter H. Feindt & Peter Midmore & Erwin Wauters & Robert Finger & Franziska Appel & Alisa Spiegel & Erik Mathijs & Katrien J.A.M. Termeer & Alfons Balmann & Yann de Mey & Pytr, 2020. "The Struggle of Farming Systems in Europe: Looking for Explanations through the Lens of Resilience," EuroChoices, The Agricultural Economics Society, vol. 19(2), pages 4-11, August.
    4. Thor Berger & Carl Benedikt Frey, 2017. "Industrial renewal in the 21st century: evidence from US cities," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 404-413, March.
    5. Jacoby, Hanan C, 2000. "Access to Markets and the Benefits of Rural Roads," Economic Journal, Royal Economic Society, vol. 110(465), pages 713-737, July.
    6. Asher,Samuel Edward & Novosad,Paul Michael, 2018. "Rural roads and local economic development," Policy Research Working Paper Series 8466, The World Bank.
    7. Richard Barichello, 2020. "The COVID‐19 pandemic: Anticipating its effects on Canada's agricultural trade," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 219-224, June.
    8. Natalia Davidson & Oleg Mariev & Andrey Pushkarev, 2018. "The Impact of Externalities on the Innovation Activity of Russian Firms," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 12(3), pages 62-72.
    9. Jill E. Hobbs, 2020. "Food supply chains during the COVID‐19 pandemic," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 171-176, June.
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