ADAPTIVE MANAGEMENT OF THE AGRICULTURAL MACHINERY MARKET UNDER CHANGES IN THE PRODUCT SPECIALIZATION OF AGRICULTURAL ENTERPRISES
Abstract
The article examines the functioning of the agricultural machinery market under conditions of changes in the product specialization of agricultural enterprises. The study is based on the assumption that structural transformations in agricultural production directly determine changes in demand for agricultural machinery and therefore require adaptive management approaches. It is substantiated that demand for machinery should be considered as a consequence of changes in production specialization rather than as an autonomous market phenomenon. The research applies methods of analysis and synthesis, comparison, logical generalization, and systematization to identify the relationships between changes in product specialization and the development of the agricultural machinery market. Based on the generalization of scientific approaches, an adaptive management framework is proposed that combines the identification of external changes, assessment of their influence on product specialization, analysis of demand transformation, and adjustment of management decisions. A system of market adaptability indicators is developed, including demand characteristics, the competitive environment, development dynamics, financial sustainability, and innovation activity. Their combined interpretation provides a basis for assessing the consistency of changes in key market parameters and determining the degree of market adaptation to structural transformations. The proposed approach makes it possible to move from describing individual market changes to their integrated analytical interpretation, taking into account the interrelation between production specialization, demand transformation, and market response. The scientific contribution of the study lies in substantiating the conceptual relationship between changes in product specialization, demand transformation, and adaptive management of the agricultural machinery market, as well as in proposing a structured system of adaptability indicators for analytical assessment. The proposed approach may be used as a methodological basis for analysing structural changes in the agricultural machinery market and supporting management decision-making under conditions of agricultural transformation.
References
Саблук П. Т. Економічні основи розвитку аграрного виробництва в Україні. Київ : ННЦ ІАЕ, 2010.
Лупенко Ю. О., Месель-Веселяк В. Я. Стратегічні напрями розвитку аграрного сектору економіки України. Економіка АПК. 2019. № 6. С. 5–14.
Nehrey M., Finger R. Assessing the initial impact of the Russian invasion on Ukrainian agriculture: Challenges, policy responses, and future prospects. Heliyon. 2024. DOI: https://doi.org/10.1016/j.heliyon.2024.e39208
Basso B., Antle J. Digital agriculture to design sustainable agricultural systems. Nature Sustainability. 2020. Vol. 3. P. 254–256. DOI: https://doi.org/10.1038/s41893-020-0510-0
Klerkx L., Jakku E., Labarthe P. A review of social science on digital agriculture, smart farming and agriculture 4.0. NJAS – Wageningen Journal of Life Sciences. 2019. Vol. 90–91. DOI: https://doi.org/10.1016/j.njas.2019.100315
Lin B. B. Resilience in agriculture through crop diversification. BioScience. 2011. Vol. 61, № 3. P. 183–193. DOI: https://doi.org/10.1525/bio.2011.61.3.4
Shepherd M., Turner J. A., Small B., Wheeler D. Priorities for science to overcome hurdles in digital agriculture. Journal of the Science of Food and Agriculture. 2020. DOI: https://doi.org/10.1002/jsfa.9346
Gabriel A., Gandorfer M., Spykman O. Adoption of digital technologies in agriculture. Precision Agriculture. 2023. DOI: https://doi.org/10.1007/s11119-022-09931-1
Шпикуляк О. Г., Лупенко Ю. О. Інноваційний розвиток аграрного сектору економіки України. Економіка АПК. 2020. № 1. С. 5–14.
Sitnicki M. et al. Strategic formation of agricultural market clusters in Ukraine. Sustainability. 2024. Vol. 16, № 21. DOI: https://doi.org/10.3390/su16219430
Kussul N. et al. Assessment of war-induced agricultural land use changes in Ukraine. International Journal of Applied Earth Observation and Geoinformation. 2025. DOI: https://doi.org/10.1016/j.jag.2025.104551
Groher T. et al. Adoption of precision agriculture enabling technologies. Precision Agriculture. 2020. DOI: https://doi.org/10.1007/s11119-020-09723-5
Kuehne G. et al. Predicting farmer uptake of new agricultural practices. Agricultural Systems. 2017. DOI: https://doi.org/10.1016/j.agsy.2017.06.007
Michels M. et al. Understanding farmers’ intention to adopt alternative fuel tractors. Technological Forecasting and Social Change. 2024. DOI: https://doi.org/10.1016/j.techfore.2024.123360
Hrynevych O., Blanco Canto M., Jiménez García M. Tendencies of precision agriculture in Ukraine. Agriculture. 2022. Vol. 12, № 5. DOI: https://doi.org/10.3390/agriculture12050698
Коваленко О. В. Ринок сільськогосподарської техніки в Україні: стан та тенденції розвитку. Агросвіт. 2021. № 5. С. 23–29.
Бурляй А. П., Шарко В. В. Формування попиту на ринку сільськогосподарської техніки в Україні. Економіка та держава. 2022. № 3. С. 45–50.
Onegina V. et al. Unlocking innovation capacity in Ukrainian agriculture. Agriculture. 2025. DOI: https://doi.org/10.3390/agriculture15010065
FAOSTAT. Food and Agriculture Organization of the United Nations. URL: https://www.fao.org/faostat
Державна служба статистики України. Офіційний сайт. URL: https://www.ukrstat.gov.ua
CEMA. European Agricultural Machinery Industry. URL: https://www.cema-agri.org
World Bank. Agriculture and Rural Development Data. URL: https://data.worldbank.org
OECD. Agricultural Policy Monitoring and Evaluation. URL: https://www.oecd.org/agriculture
USDA. United States Department of Agriculture. URL: https://www.usda.gov
Deere & Company. Annual Report. URL: https://www.deere.com
CNH Industrial. Annual Report. URL: https://www.cnhindustrial.com
AGCO Corporation. Annual Report. URL: https://www.agcocorp.com
Kubota Corporation. Annual Report. URL: https://www.kubota.com
Agroelita. Україна у трійці лідерів за обсягами імпорту органічної продукції до ЄС: аналітика за даними звіту Європейської комісії. URL: https://agroelita.info/ukraina-u-triytsi-lideriv-za-obsiahamy-importu-orhanichnoi-produktsii-do-yes-analityka-za-danymy-zvitu-yevropeyskoi-komisii-za-2024-rik/
Latifundist. 10 тис. чистого прибутку з гектара: як в Україні відроджується овочівництво. URL: https://latifundist.com/spetsproekt/1070-10-tis-chistogo-pributku-z-gektaru-i-tse-ne-mezha-yak-v-ukrayini-vidrodzhuyetsya-ovochivnitstvo
WeAgro. Органічне землеробство як нова парадигма агровиробництва. URL: https://weagro.ua/blog/organichne-zemlerobstvo-yak-nova-paradygma-agrovyrobnycztva/
Sabluk P. T. (2010) Ekonomichni osnovy rozvytku ahrarnoho vyrobnytstva v Ukraini [Economic foundations of agricultural production development in Ukraine]. Kyiv: NNTs IAE. (in Ukrainian).
Lupenko Yu. O., Mesel-Veseliak V. Ya. (2019) Stratehichni napriamy rozvytku ahrarnoho sektoru ekonomiky Ukrainy [Strategic directions of development of the agricultural sector of Ukraine's economy]. Ekonomika APK, no. 6, pp. 5–14. (in Ukrainian).
Nehrey M., Finger R. (2024) Assessing the initial impact of the Russian invasion on Ukrainian agriculture: Challenges, policy responses, and future prospects. Heliyon. DOI: https://doi.org/10.1016/j.heliyon.2024.e39208
Basso B., Antle J. (2020) Digital agriculture to design sustainable agricultural systems. Nature Sustainability, vol. 3, pp. 254–256. DOI: https://doi.org/10.1038/s41893-020-0510-0
Klerkx L., Jakku E., Labarthe P. (2019) A review of social science on digital agriculture, smart farming and agriculture 4.0. NJAS – Wageningen Journal of Life Sciences, vols. 90–91. DOI: https://doi.org/10.1016/j.njas.2019.100315
Lin B. B. (2011) Resilience in agriculture through crop diversification. BioScience, vol. 61, no. 3, pp. 183–193. DOI: https://doi.org/10.1525/bio.2011.61.3.4
Shepherd M., Turner J. A., Small B., Wheeler D. (2020) Priorities for science to overcome hurdles in digital agriculture. Journal of the Science of Food and Agriculture. DOI: https://doi.org/10.1002/jsfa.9346
Gabriel A., Gandorfer M., Spykman O. (2023) Adoption of digital technologies in agriculture. Precision Agriculture. DOI: https://doi.org/10.1007/s11119-022-09931-1
Shpykuliak O. H., Lupenko Yu. O. (2020) Innovatsiinyi rozvytok ahrarnoho sektoru ekonomiky Ukrainy [Innovative development of the agricultural sector of Ukraine's economy]. Ekonomika APK, no. 1, pp. 5–14. (in Ukrainian).
Sitnicki M. et al. (2024) Strategic formation of agricultural market clusters in Ukraine. Sustainability, vol. 16, no. 21. DOI: https://doi.org/10.3390/su16219430
Kussul N. et al. (2025) Assessment of war-induced agricultural land use changes in Ukraine. International Journal of Applied Earth Observation and Geoinformation. DOI: https://doi.org/10.1016/j.jag.2025.104551
Groher T. et al. (2020) Adoption of precision agriculture enabling technologies. Precision Agriculture. DOI: https://doi.org/10.1007/s11119-020-09723-5
Kuehne G. et al. (2017) Predicting farmer uptake of new agricultural practices. Agricultural Systems. DOI: https://doi.org/10.1016/j.agsy.2017.06.007
Michels M. et al. (2024) Understanding farmers’ intention to adopt alternative fuel tractors. Technological Forecasting and Social Change. DOI: https://doi.org/10.1016/j.techfore.2024.123360
Hrynevych O., Blanco Canto M., Jiménez García M. (2022) Tendencies of precision agriculture in Ukraine. Agriculture, vol. 12, no. 5. DOI: https://doi.org/10.3390/agriculture12050698
Kovalenko O. V. (2021) Rynok silskohospodarskoi tekhniky v Ukraini: stan ta tendentsii rozvytku [Agricultural machinery market in Ukraine: current state and development trends]. Ahrosvit, no. 5, pp. 23–29. (in Ukrainian).
Burliai A. P., Sharko V. V. (2022) Formuvannia popytu na rynku silskohospodarskoi tekhniky v Ukraini [Formation of demand in the agricultural machinery market in Ukraine]. Ekonomika ta derzhava, no. 3, pp. 45–50. (in Ukrainian).
Onegina V. et al. (2025) Unlocking innovation capacity in Ukrainian agriculture. Agriculture. DOI: https://doi.org/10.3390/agriculture15010065
FAOSTAT (2024) Food and Agriculture Organization of the United Nations. Available at: https://www.fao.org/faostat
State Statistics Service of Ukraine (2024) Ofitsiinyi sait [Official website]. Available at: https://www.ukrstat.gov.ua (in Ukrainian).
CEMA (2024) European Agricultural Machinery Industry. Available at: https://www.cema-agri.org
World Bank (2024) Agriculture and Rural Development Data. Available at: https://data.worldbank.org
OECD (2024) Agricultural Policy Monitoring and Evaluation. Available at: https://www.oecd.org/agriculture
USDA (2024) United States Department of Agriculture. Available at: https://www.usda.gov
Deere & Company (2024) Annual Report. Available at: https://www.deere.com
CNH Industrial (2024) Annual Report. Available at: https://www.cnhindustrial.com
AGCO Corporation (2024) Annual Report. Available at: https://www.agcocorp.com
Kubota Corporation (2024) Annual Report. Available at: https://www.kubota.com
Agroelita (2024) Ukraina u triitsi lideriv za obsiahamy importu orhanichnoi produktsii do YeS: analityka za danymy zvitu Yevropeiskoi komisii [Ukraine ranks among the top three exporters of organic products to the EU: analysis based on the European Commission report]. Available at: https://agroelita.info/ukraina-u-triytsi-lideriv-za-obsiahamy-importu-orhanichnoi-produktsii-do-yes-analityka-za-danymy-zvitu-yevropeyskoi-komisii-za-2024-rik/. (in Ukrainian).
Latifundist (2024) 10 tys. chystoho prybutku z hektara: yak v Ukraini vidrodzhuietsia ovochivnytstvo [$10 thousand net profit per hectare: how vegetable production is reviving in Ukraine]. Available at: https://latifundist.com/spetsproekt/1070-10-tis-chistogo-pributku-z-gektaru-i-tse-ne-mezha-yak-v-ukrayini-vidrodzhuyetsya-ovochivnitstvo (in Ukrainian).
WeAgro (2024) Orhanichne zemlerobstvo yak nova paradyhma ahrovyrobnytstva [Organic farming as a new paradigm of agricultural production]. Available at: https://weagro.ua/blog/organichne-zemlerobstvo-yak-nova-paradygma-agrovyrobnycztva/ (in Ukrainian).
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