DIGITAL SERVITIZATION AS A DRIVER OF INNOVATION IN THE AGRICULTURE OF NORTHERN REGIONS

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Olga A. Chernova1, Olga I. Dolgova2

1,2Southern Federal University, Rostov-on-Don, Russia

1chernova.olga71@yandex.ru, ORCID 0000-0001-5072-7070

2oldolgova@sfedu.ru, ORCID 0000-0002-2684-2295

 

Abstract. Innovation-driven development of agriculture in the northern regions of Russia is constrained by a shortage  of qualified workers capable of effectively operating advanced agricultural machinery. Digital servitization offers opportunities for remote maintenance and adjustment of equipment, yet its potential applications in agriculture remain poorly understood. This study aims to explore the possibilities of applying digital servitization business models to promote innovation-driven agricultural development in northern Russia. The research employs statistical and comparative analyses, as well as Osterwalder and Pigneur’s business model canvas. The study’s novelty lies in proposing a new system  of interactions between agricultural producers and farm machinery manufacturers, centered on creating a unified value proposition within digital servitization business models. Key features of farm maintenance in northern regions are identified, and possible digital servitization business models are described, including auxiliary services across various stages of the agricultural value chain. Based on a comparative analysis, the study substantiates that the after-sales service model is the most suitable for implementation in northern agricultural settings. Measures for developing digital servitization to drive innovative transformation in the region’s agriculture are proposed. The findings demonstrate that digital servitization enhances inclusiveness in agricultural development, improving small and medium-sized producers’ access to advanced equipment tailored to their specific needs, thereby facilitating the adoption of innovative methods and technologies  in agribusiness. The study’s conclusions regarding the factors and conditions for innovation-driven development  in the northern agro-industrial complex, along with recommendations for implementing digital solutions, have practical significance. Future research will focus on integrating digital servitization strategies into broader regional socio-economic development plans.

Keywords: innovation-driven development, digital servitization, northern agriculture, digital servitization business models, value chain

Acknowledgements: This study was conducted at Southern Federal University and supported by the Russian Science Foundation, Grant No. 25-28-00161, titled “Methods and Tools for Developing a Strategy for Digital Servitization  in Agricultural Machinery” (https://rscf.ru/project/25-28-00161/).

For citation: Chernova O. A., Dolgova O. I. Digital servitization as a driver of innovation in the agriculture of northern regions. Sever i rynok: formirovanie ekonomicheskogo poryadka [The North and the Market: Forming the Economic Order], 2025, no. 3, pp. 179–194. doi:10.37614/2220-802X.3.2025.89.012.

References

  1. Potravny I. M., Elsakov V. V. Analiz tendentsii razvitiya traditsionnykh promyslov korennykh narodov v usloviyakh klimaticheskikh izmeneniy (na primere Novosibirskikh ostrovov i pribrezhnykh arkticheskikh rayonov Yakutii) [Analysis of trends in the development of traditional trades of indigenous peoples in the context of climate change (using  the example of the Novosibirsk Islands and the coastal Arctic regions of Yakutia)]. Arktika: ekologiya i ekonomika [Arctic: Ecology and Economy], 2024, Vol. 14, no. 2, pp. 301–311. doi:0.25283/2223-4594-2024-2-301-311 (In Russ.).
  2. Gamzikov G. P. Tochnoye zemledeliye v Sibiri: real’nosti, problemy i perspektivy [Precision farming in Siberia: Realities, challenges and prospects]. Zemledelie [Agriculture], 2022, no. 1, pp. 3–9. doi:10.24412/0044-3913-2022-1-3-9 (In Russ.).
  3. Ivanov V. A., Ivanova E. V. Formirovaniye i razvitiye innovatsionnoi sistemy agrarnogo sektora Severnogo regiona (na primere Respubliki Komi) [The formation and development of an innovation system of agrarian sector of the Northern region: Evidence from the Komi Republic)]. Regional’naya ekonomika: teoriya i praktika [Regional Economics: Theory and Practice], 2017, Vol. 15, no. 1 (436), pp. 142–155. (In Russ.).
  4. Maretskaya V. N. Organicheskoe sel’skoe khozyaistvo — novye vozmozhnosti i perspektivy razvitiya v severnom regione (na primere Murmanskoi oblasti) [Organic agriculture — new opportunities and prospects for development in the northern region (the case of the Murmansk region)]. Sever i rynok: formirovaniye ekonomicheskogo poryadka [The North and the Market: Forming the Economic Order], 2020, no. 3 (69), pp. 97–109. doi:10.37614/2220-802X.2.2020.69.007 (In Russ.).
  5. Ivanov V. A. Agrarnyi sektor Severa i Arktiki: Istoricheskii aspekt, napravleniya razvitiya [Agricultural sector of the North and the Arctic: Historical aspect, directions of development]. Arktika: ekologiya i ekonomika [Arctic: Ecology and Economy], 2022, Vol. 12, no. 4, pp. 559–571. doi:10.25283/2223-4594-2022-4-559-571. (In Russ.).
  6. Lebedko M. A., Vorotnikov A. M. Ustoichivomu razvitiyu agropromyshlennogo kompleksa Severa neobkhodimy sovremennye tekhnologii [Sustainable development of the agro-industrial complex of the North requires modern technologies]. Arktika 2035: aktual’nyye voprosy, problemy, resheniya [Arctic 2035: Current Issues, Problems, Solutions], 2024, no. 2 (18), pp. 77–84. doi:10.51823/74670_2024_2_77 (In Russ.).
  7. Kokieva G. E., Druzyanova V. P., Grigoriev S. I. Research on the development of the agricultural sector of the Northern zone: Repair and maintenance of machines. IOP Conference Series: Earth and Environmental Science, 2022, 996, рр. 012030. DOI:10.1088/1755-1315/996/1/012030.
  8. Skobtsov I. G., Shilovsky V. N., Konanov D. G. Integrated system of criteria for determining operational maintenance of forest and agricultural machinery. IOP Conference Series: Earth and Environmental Science, 2021, Vol. 954, рр. 012072. doi:10.1088/1755-1315/954/1/012072.
  9. Iovlev G. A., Goldina I. I., Zorkov V. S. Tekhnicheskaya i ekonomicheskaya otsenka sistem tekhnicheskogo obsluzhivaniya i remonta sel’skokhozyaistvennoi tekhniki [Technical and economic assessment of maintenance and repair systems of agricultural machinery]. Agrarnaya nauka [Agrarian Science], 2023, no. 4, pp. 129–136. doi:10.32634/0869-8155-2023-369-4-129-136 (In Russ.).
  10. Gradov E. A. Struktura tekhnicheskogo servisa v agropromyshlennom komplekse [The servicing structure in  the agro-industrial complex]. Sel’skokhozyaystvennaya tekhnika: obsluzhivaniye i remont [Agricultural Machinery: Maintenance and Repair], 2021, Vol. 10. doi:10.33920/sel-10-2110-01 (In Russ.). Available at: https://panor.ru/articles/struktura-tekhnicheskogo-servisa-v-agropromyshlennom-komplekse/72186.html (аccessed02.2025).
  11. Zhuravlev S. Yu. Kratkii obzor sushchestvuyushchikh i novykh podkhodov k tekhnicheskomu servisu sel’skokhozyaistvennoi tekhniki [Overview of existing and new approaches to technical service of agricultural machinery]. Vestnik Altaiskogo gosudarstvennogo agrarnogo universiteta [Bulletin of Altai State Agrarian University], 2023, no. 5 (223), pp. 91–98. doi:10.53083/1996-4277-2023-223-5-91-98 (In Russ.).
  12. Jiang W., Yan T., Chen B. Impact of media channels and social interactions on the adoption of straw return by Chinese farmers. Science of the Total Environment, 2021, Vol. 756, 144078. doi:10.1016/j.scitotenv.2020.144078.
  13. Golubev I. G., Bykov V. V., Golubev M. I., Apatenko A. S., Sevryugina N. S. Perspektivnyye napravleniya tsifrovizatsii v sfere tekhnicheskogo obluzhivaniya i remonta sel’skokhozyaystvennoy tekhniki [Promising areas of digitalization in the technical maintenance and repair of agricultural machinery]. Tekhnicheskiy servis mashin [Machinery Servicing], 2023, no. 4 (153), Vol. 61, pp. 18-25. doi:10.22314/2618-8287-2023-61-4-18-25 (In Russ.).
  14. Kruzhkova T. I., Rushitskaya O. A., Stozhko K. P., Stozhko D. K. Tekhnicheskiy servis v APK kak faktor ustoichivogo razvitiya agrarnoi ekonomiki [Technical service in agro-industrial complex as a factor of sustainable development of the agrarian economy]. Agrarnyy Vestnik Urala [Agrarian Bulletin of the Urals], 2020, pp. 46–53. doi:10.32417/1997-4868-2021-13-46-53 (In Russ.).
  15. Nikitchenko S. L., Kapkaev A. A., Yukhnov V. I., Mukonina M. I. Upravleniye zhiznennym tsiklom sel’skokhozyaystvennoy tekhniki na etape ekspluatatsii v usloviyakh tsifrovizatsii proizvodstva [Life cycle management of agricultural machinery at the operation stage in the conditions of digitalization of production]. Agrarnii nauchnii zhurnal [The Agrarian Scientific Journal], 2023, no. 10, pp. 194–204. doi:10.28983/asj.y2023i10pp194-204 (In Russ.).
  16. Liping Ch., Yishu D., Fei R., Xiaoying D. Data-driven digital capabilities enable servitization strategy — from service supporting the product to service supporting the client. Technological Forecasting and Social Change, 2023, 197, рр. 122901. doi:10.1016/j.techfore.2023.122901.
  17. Diogo L., Guedes L., Oliveira J., Reis J., Melão N. Servitization in digital age: A systematic literature review. Procedia Computer Science, 2024, Vol. 232, pp. 2531–2539. doi:10.1016/j.procs.2024.02.071.
  18. Mao N., Wang M. How does the interaction of digitalization and servitization contribute to manufacturing financial performance? The intermediary effect of manufacturing innovation performance. Heliyon, 2024, Vol. 10 (19), рр.  e38312. doi:10.1016/j.heliyon.2024.e38312.
  19. Pu T., Zulkafli A. How does digital transformation affect innovation quality? E&M Economics and Management, 2024, Vol. 27 (4), pp. 16–32. doi:10.15240/tul/001/2024-5-021.
  20. Sui X., Hu H., Wang R. The impact of digital transformation on the servitization transformation of manufacturing firms. Research in International Business and Finance, 2025, Vol. 73, pt. A, рр. 102588. doi:10.1016/j.ribaf.2024.102588.
  21. MacPherson J., Rosman A., Helming K., Burkhard B. A participatory impact assessment of digital agriculture: A  Bayesian network-based case study in Germany. Agricultural Systems, 2025, Vol. 224, рр. 104222. doi:10.1016/j.agsy.2024.104222.
  22. Opazo-Basáez M., Vendrell-Herrero F., Bustinza O. F. Uncovering productivity gains of digital and green servitization: Implications from the automotive industry. Sustainability, 2018, Vol. 10, рр. 1524. doi:10.3390/su10051524.
  23. Ran R., Wang X., Wang T., Hua L. The impact of the digital economy on the servitization of industrial structures: The moderating effect of human capital. Data Science and Management, 2023, Vol. 6 (3), pp. 174–182. doi:10.1016/j.dsm.2023.06.003.
  24. Zvorykina Yu. V., Usov V. G., Karelina M. Yu., Pisareva O. M., Belousova M. N., Alekseev V. A. Modernizatsiya agropromyshlennogo kompleksa Severa i Arktiki v usloviyakh tsifrovoy transformatsii: kontseptual’nye osnovy i proektnye resheniya [Modernization of the North and the Arctic agro-industrial complex under digital transformation: Conceptual foundations and design solutions]. Arktika: ekologiya i ekonomika [Arctic: Ecology and Economy], 2025, Vol. 15, no. 1. (In Russ.). Available at: http://arctica-ac.ru/docs/PrePrints/01_Зворыкина%20ПП.pdf.
  25. Mustafaev A. A., Naydenov N. D., Naydenova T. A. Klyuchevye aspekty razvitiya ekonomicheskogo potenciala APK regionov severa (na primere Respubliki Komi) [Key aspects of the economic potential development of the agro-industrial complex of the northern regions (Case study of the Komi Republic)]. Arktika i Sever [Arctic and North], 2023, no. 50, pp. 47–65. doi:10.374827issn2221-2698.2023.50.47 (In Russ.).
  26. Mustafaev A. A., Zakhariev R. L. Klyuchevye problemy strategicheskogo razvitiya real’nykh zven’ev APK regionov Severa [Key problems of strategic development of real links in the agro-industrial complex of the regions of the North]. Regional’naya ekonomika i upravleniye: elektronnyi nauchnyi zhurnal [Regional Economy  and Management: Electronic Scientific Journal], 2023, no. 3 (75), рр. 7515. doi:10.24412/1999-2645-2023-375-24. (In Russ.). Available at: https://eee-region.ru/article/7515/ (аccessed02.2025).
  27. Golokhvastova S. A. APK prirastaet Arktikoi [The agro-industrial complex is growing with the Arctic]. Sel’skokhozyaistvennye vesti [Agricultural News], 2019, no. 1. (In Russ.). Available at: https://agri-news.ru/zhurnal/2019/12019/apk-prirastyot-arktikoj/ (accessed02.2025).
  28. Ivanov V. A. Spetsifika tsifrovizatsii agrarnoi ekonomiki severnogo regiona [Specifics of digitalization of the agricultural economy of the northern region]. Agrarnaya nauka na Severe — sel’skomu khozyaystvu [From Agrarian Science in the North to Agriculture], 2024, no. 1, pp. 55–65. doi:10.24412/cl-37231-2024-1-55-65 (In Russ.).
  29. Shcherbakova A. S., Ivanov V. A. Spetsifika i napravleniya tsifrovizatsii agrarnogo sektora severnogo regiona [Specificity and directions of digitalization of the agricultural sector of the northern region]. Korporativnoe upravlenie i innovatsionnoe razvitie ekonomiki Severa: Vestnik Nauchno-issledovatel’skogo tsentra korporativnogo prava, upravleniya i venchurnogo investirovaniya Syktyvkarskogo gosudarstvennogo universiteta [Corporate Governance and Innovative Development of the Economy of the North: Bulletin of the Research Center  of Corporate Law, Management and Venture Investment of Syktyvkar State University], 2024, Vol. 4, issue 2,   141–156. doi:10.34130/2070-4992- 2024-4-2-141 (In Russ.).
  30. Maretskaya A. Yu., Maretskaya V. N. Transformatsionnye aspekty razvitiya sel’skogo khozyaistva arkticheskogo regiona (na primere Murmanskoi oblasti) [Transformational aspects of agricultural development in the Arctic region (in case of Murmansk region)]. Vestnik Altaiskoi akademii ekonomiki i prava [Bulletin of the Altai Academy of Economics and Law], 2023, no. 10-2, pp. 214–221. (In Russ.).
  31. Chernova O. A., Mitrofanova I. V., Pleshakova M. V. Strukturnye izmeneniya kak faktor povysheniya ekonomicheskoi rezilientnosti regionov Krainego Severa [Improving economic resilience in the Far North regions of Russia: The role of structural changes]. Sever i rynok: formirovaniye ekonomicheskogo poryadka [The North and the Market: Forming  the Economic Order], 2024, no. 1, pp. 24–38. doi:10.37614/2220-802X.1.2024.83.002 (In Russ.).
  32. Tukker A. Eight types of product-service system: Eight ways to sustainability? Experiences from SusProNet. Business Strategy and the Environment, 2004, no. 13 (4), pp. 246–260. doi:10.1002/bse.414.
  33. Osterwalder A., Pigneur Y. Business model generation: A handbook for visionaries, game changers and challengers. African Journal of Business Management, 2010, Vol. 5, pp. 1–5.
  34. Minina E. S., Minin D. L. Ensuring food security through the development of acreage in the northern regions of the Russian Federation. IOP Conference Series: Earth and Environmental Science, 2020, Vol. 613, рр. 012080. doi:10.1088/1755-1315/613/1/012080.
  35. Ryumkina I., Ryumkin S., Malykhina A., Ursu D., Khanturgaev A. the impact of global warming and climate change on the development of agriculture in the northern latitudes of the Eurasian continen The Nature, Causes, Effects and Mitigation of Climate Change on the Environment. IntechOpen. 2022. doi:10.5772/intechopen.99392.
  36. Rudenko M. N., Mulkova A. A. Perspektivy importozameshcheniya sel’skokhozyaistvennoi tekhniki v agropromyshlennom komplekse [Prospects for import substitution of agricultural machinery in the agro-industrial complex]. Ekonomicheskaya bezopasnost’ [Economic Security], 2024, Vol. 7, no. 5, pp. 1257–1270 doi:10.18334/ecsec.7.5.121110 (In Russ.).
  37. Barashkov A. E. Osobennosti sel’skogo khozyaistva v Arkticheskoi zone [The specifics of agriculture in the Arctic]. Interaktivnaya nauka [Interactive Science], 2023, no. 7 (83), pp. 49–51. doi:10.21661/r-560560 (In Russ.).
  38. Chernova O. A., Mitrofanova I. V., Adamičková I., Kleitman E. V. Digitalization of agricultural industry — The vector of strategic development of agro-industrial regions in Russia. AGRIS on-line Papers in Economics and Informatics, 2022, Vol. 14, no. 1, pp. 45–58. doi:10.7160/aol.2022.140104.
  39. Tsifrovaya transformatsiya otraslei: startovye usloviya i prioritety [Digital Transformation of Industries: Initial Conditions and Priorities. Proceedings of the XXII April International Scientific Conference on Problems of Economic and Social Development, Moscow, April 13–30, 2021]. Moscow, Publishing House of the Higher School of Economics, 2021. 239 p.
  40. Dawson Jr G., Antunes Jr J., Wegner D., Adami V. Creating a digital platform for the agricultural cooperative system through interorganizational collaboration. Journal of Rural Studies, 2024, Vol. 110, рр. 103388. doi:1016/j.jrurstud.2024.103388.
  41. Semeikin V. A. Ekonomika predprodazhnogo tekhnicheskogo servisa v sel’skom hozyajstve [Presales technical service economy in agriculture]. Agroinzheneriya [Agricultural Engineering (Moscow)], 2011, no. 6 (51), рр. 30–32. (In Russ.).
  42. Bohnsack R., Rennings M., Block C., Bröring S. Profiting from innovation when digital business ecosystems emerge: A control point perspective. Research Policy, 2024, Vol. 53 (3), рр. 104961. doi:1016/j.respol.2024.104961.
  43. Marmylev K. A. Kontseptual’noe obosnovanie neobkhodimosti resheniya problemy obespecheniya svyaz’yu territorii Krainego Severa i puti ikh resheniya [Conceptual substantiation of the need to solve the problem of providing communications to the territories of the Far North and ways to solve them]. Aktual’nye issledovaniya [Current Research], 2021, no. 33 (60). (In Russ.). Available at: https://apni.ru/article/5802-kontseptualnoe-obosnovanie-neobkhodimosti-res (аccessed02.2025).