Global approaches to evaluation of intellectual assets in agriculture: Experience of leading countries in context of the Republic of Azerbaijan

Damet Bagirov, Gabil Manafov, Mubariz Bagirov, Nusret Babayev, Gultakin Mammadova
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Abstract

The study aimed to analyse global approaches to the valuation of intellectual property assets in agricultural production and the adaptation to the conditions of the Republic of Azerbaijan. The methodology included a comparative analysis of the practices of the United States of America, Germany, Switzerland and the People’s Republic of China, as well as a detailed study of the activities of agricultural companies John Deere, Bayer CropScience, Syngenta, COFCO Group and Azersun Holding. Data  from financial reports, analytics from the World Intellectual Property Organisation, the Organisation for Economic Cooperation and Development, and calculations performed in IBM SPSS Statistics version 27 were used. The results demonstrated that the United States of America uses an income approach with a focus on patents and biotechnology, Germany uses a cost approach to value licences and trademarks, the People’s Republic of China uses a comparative approach to value digital platforms and artificial intelligence, and Switzerland uses a hybrid approach. The correlation analysis revealed a high correlation between investment in research and development (R&D) and the number of patents (r = 0.82), which confirmed the impact of investment on the accumulation of intellectual assets. Brand value showed the highest correlation with revenue (r = 0.96) and net profit (r = 0.94). The highest value of intellectual assets in 2024 was found in COFCO Group (USD 15.6 billion), which generated revenue of 130 billion USD. In Azerbaijan, Azersun Holding uses cost and comparative methods due to limited international patent protection and an underdeveloped licensing market. The findings confirmed the key role of intellectual assets and brand value in ensuring the financial sustainability of the agricultural sector 

Keywords

patent portfolio; economic priorities; income method; cost method; comparative method; agricultural sector

  1. Aliyev, Z. (2018). Agriculture in Azerbaijan and its development prospects. International Journal of Environmental Sciences & Natural Resources, 13(3), article number 555866. doi: 10.32553/ijmbs.v2i4.37.
  2. Amentae, T.K., Song, W., & Wang, J. (2024). Intellectual property rights in the agri-food chains: A systematic review and bibliometric analysis. World Patent Information, 77, article number 102279. doi: 10.1016/j.wpi.2024.102279.
  3. Antons, C., Winarto, Y.T., & Prihandiani, A.F. (2020). Farmer-plant-breeders and the law on Java, Indonesia. Critical Asian Studies, 52(4), 589-609. doi: 10.1080/14672715.2020.1822750.
  4. Azersun Holding. (2023). Financial report. Retrieved from https://api.azersun.com/files/page/fi15yjlw.iie.pdf.
  5. Barragán-Ocaña, A., Olvera-Treviño, M. de los Á., & Silva-Borjas, P. (2023). Technological innovation for sustainable development: Is agricultural and food nanotechnology a viable alternative? World Patent Information, 75, article number 102235. doi: 10.1016/j.wpi.2023.102235.
  6. Bayer. (2022). CropScience financial report. Retrieved from https://www.bayer.com/sites/default/files/2023-02/ ba yer-sustainability-highlight-report-2022_8.pdf.
  7. Bayer. (2024). Annual report. Retrieved from https://surl.li/jfuzqo.
  8. Bayer. (2025). Our principles and positions on political engagement. Retrieved from https://www.bayer.com/en/ sustainability/political-principles-and-positions.
  9. Beckman, J., & Countryman, A. (2021). The importance of agriculture in the economy: Impacts from COVID-19. American Journal of Agricultural Economics, 103(5), 1595-1611. doi: 10.1111/ajae.12212.
  10. Brand Finance. (n.d.). Global rankings. Retrieved from https://brandirectory.com/reports.
  11. Campi, M., & Nuvolari, A. (2020). Intellectual property rights and agricultural development: Evidence from a worldwide index of IPRs in agriculture (1961-2018). The Journal of Development Studies, 57(4), 650-668. doi: 10.1080/00220388.2020.1817395.
  12. China National Intellectual Property Administration. (n.d.). Statistics. Retrieved from https://english.cnipa.gov. cn/col/col3050/index.html.
  13. Chuma-Okoro, H., & Oluwasemilore, I.A. (2022). Intellectual property rights, agricultural biotechnology and food sufficiency: Strengthening the Nigerian intellectual property legal framework for food self-sufficiency in the aftermath of a global pandemic. International Review of Law, Computers & Technology, 36(1), 48-67. doi: 10.1080/13600869.2021.1997082.
  14. COFCO INTL. (2024). 2023 sustainability report. Retrieved from https://www.cofcointernational.com/ sustainability/.
  15. Comprehensive Report on the work done by the Intellectual Property Agency of the Republic of Azerbaijan in 2024. (2024). Retrieved from https://surl.li/kwlzqd.
  16. De Jonge, B., Salazar, R., & Visser, B. (2022). How regulatory issues surrounding new breeding technologies can impact smallholder farmer breeding: A case study from the Philippines. Plants, People, Planet, 4(1), 96-105. doi: 10.1002/ppp3.10219.
  17. de Mévius, J. (2022). Impact of the European union’s seed legislation and intellectual property rights on crop diversity. European Energy and Environmental Law Review, 31(3), 149-162. doi: 10.54648/eelr2022010.
  18. de-Almeida-e-Pais, J.E., Raposo, H.D.N., Farinha, J.T., Cardoso, A.J.M., Lyubchyk, S., & Lyubchyk, S. (2023). Measuring the performance of a strategic asset management plan through a balanced scorecard. Sustainability (Switzerland), 15(22), article number 15697. doi: 10.3390/su152215697.
  19. Fraunhofer. (2014). Performance review of the programme “Protection of ideas for commercial use” (SIGNO) program of the Federal Ministry for Economic Affairs and Energy. Retrieved from https://surl.li/ybaxbp.
  20. Fredriksson, M. (2021). Open source seeds and the revitalization of local knowledge. Sustainability, 13(21), article number 12270. doi: 10.3390/su132112270.
  21. Goyal, K., & Kumar, S. (2021). Financial literacy: A systematic review and bibliometric analysis. International Journal of Consumer Studies, 45(1), 80-105. doi: 10.1111/ijcs.12605.
  22. Grimaldi, M., Greco, M., & Cricelli, L. (2021). A framework of intellectual property protection strategies and open innovation. Journal of Business Research, 123, 156-164. doi: 10.1016/j.jbusres.2020.09.043.
  23. Gupta, K., Sankaran, K.V., & Kumar, P.S. (2023). Exchange of biological control genetic resources in India: Prospects and constraints for access and benefit sharing. BioControl, 68(3), 281-289. doi: 10.1007/s10526-02310199-1.
  24. Hajiyev, N., Ismayilov, V., Fataliyeva, G., Mahmudova, L., & Asadova, S. (2025). The impact of digital transformation on the sustainable development of the Azerbaijani economy. International Journal of Computational and Experimental Science and Engineering, 11(2), 1901-1909. doi: 10.22399/ijcesen.1322.
  25. Hossain, M.S., Rahman, M.H., Rahman, M.S., Hosen, A., Seo, C., & Cho, G.H. (2021). Intellectual property theft protection in IoT based precision agriculture using SDN. Electronics, 10(16), article number 1987. doi: 10.3390/ electronics10161987.
  26. IBM SPSS Statistics. (n.d.). Retrieved from https://www.ibm.com/products/spss-statistics.
  27. Jefferson, D.J., & Adhikari, K. (2019). Reimagining the relationship between food sovereignty and intellectual property for plants: Lessons from Ecuador and Nepal. Journal of World Intellectual Property, 22(5-6), 396-418. doi: 10.1111/jwip.12134.
  28. John Deere. (2024). Deere reports net income of $1.245 billion for fourth quarter, $7.1 billion for fiscal year. Retrieved from https://www.deere.com/assets/pdfs/common/news/deere-4q24-earnings-release.pdf.
  29. Johnson, H. (2021). Regulating cell-cultured animal material for food systems transformation: Current approaches and future directions. Law, Innovation and Technology, 13(1), 108-140. doi: 10.1080/17579961.2021.1898311.
  30. Joseph, R.K. (2021). Innovation, patents, and competition in modern agriculture: A case study of Bayer and Monsanto merger. Antitrust Bulletin, 66(2), 214-224. doi: 10.1177/0003603X21997022.
  31. Kant, L., & Shahid, F. (2022). Managing intellectual property and technology commercialization: Experiences, success stories and lessons learnt – a case study from Vivekananda Institute of Hill Agriculture, India. Journal of World Intellectual Property, 25(1), 143-156. doi: 10.1111/jwip.12212.
  32. Liu, Y., Ji, D., Zhang, L., An, J., & Sun, W. (2021). Rural financial development impacts on agricultural technology innovation: Evidence from China. International Journal of Environmental Research and Public Health, 18(3), article number 1110. doi: 10.3390/ijerph18031110.
  33. Mamasydykov, A.A., Abdiev, M.Z., Attokurova, G.M., & Abrakhmanov, O.E. (2019). Development of export potential of processing companies on the cluster basis with the help of quality management. International Journal for Quality Research, 13(4), 931-946. doi: 10.24874/IJQR13.04-13.
  34. May, J. (n.d.). Leading with innovation. Retrieved from https://surl.li/ennnwe.
  35. Organisation for Economic Co-operation and Development. (2024). OECD economic outlook, volume 2024 issue 2. Retrieved from https://surl.li/ggmgcx.
  36. Organisation for Economic Co-operation and Development. (2025). G20 merchandise trade declines while services trade shows mixed performance in Q4 2024. Retrieved from https://www.oecd.org/en/data/insights/ statistical-releases/2025/02/international-trade-statistics-trends-in-fourth-quarter-2024.html.
  37. Pastor, D., Glova, J., Lipták, F., & Kováč, V. (2017). Intangibles and methods for their valuation in financial terms: Literature review. Intangible Capital, 13(2), 387-387. doi: 10.3926/ic.752.
  38. Pawlak, K., Smutka, L., & Kotyza, P. (2021). Agricultural potential of the EU countries: How far are they from the USA? Agriculture, 11(4), article number 282. doi: 10.3390/AGRICULTURE11040282.
  39. Pishgar-Komleh, S., Čechura, L., & Kuzmenko, E. (2021). Investigating the dynamic eco-efficiency in agriculture sector of the European Union countries. Environmental Science and Pollution Research, 28, 48942-48954. doi: 10.1007/s11356-021-13948-w.
  40. Radchenko, O., Tkach, L., & Dendebera, O. (2023). Financing innovations in the agricultural industry as a component of the digital development of Ukraine’s economy. Scientific Bulletin of Mukachevo State University. Series “Economics”, 10(4), 54-65. doi: 10.52566/msu-econ4.2023.54.
  41. Sánchez-Bravo, P., Chambers, E., Noguera-Artiaga, L., Sendra, E., Chambers, E., & Carbonell-Barrachina, Á. (2021). Consumer understanding of sustainability concept in agricultural products. Food Quality and Preference, 89, article number 104136. doi: 10.1016/j.foodqual.2020.104136.
  42. SIGNO – Die Neue Initiative des BMWi. (2025). Retrieved from https://scbcaa26abcafdb04.jimcontent.com/ download/version/1430988500/module/6694633184/name/SIGNOflyer.pdf.
  43. Sun, T., Su, C., Mirza, N., & Umar, M. (2021). How does trade policy uncertainty affect agriculture commodity prices? Pacific-Basin Finance Journal, 66, article number 101514. doi: 10.1016/J.PACFIN.2021.101514.
  44. Svitlychnyi, O. (2024). Law enforcement function of the state in the field of intellectual property protection. Law. Human. Environment, 15(1), 101-114. doi: 10.31548/law/1.2024.101.
  45. Syngenta. (2025). Financial report 2024. Retrieved from https://www.syngentagroup.com/sites/default/ files/2025-03/EN_250326_Syngenta%20Group%20FY_Q4_0.pdf.
  46. Syngenta. (n.d.). Innovation. Retrieved from https://www.syngenta.com/innovation.
  47. Uzma, S.H. (2016). A paradigm analysis of valuation of intellectual property. International Journal of Intellectual Property Management, 9(1), 5-15. doi: 10.1504/ijipm.2016.079574.
  48. Valiyev, A., Rustamov, F., Huseynova, R., Orujova, M., & Musayeva, S. (2022). The digitalization effectiveness as an innovative factor development of the agriculture in Azerbaijan. Journal of Eastern European and Central Asian Research, 9(2), 194-205. doi: 10.15549/jeecar.v9i2.902.
  49. Wirtz, H. (2024). Valuation of intellectual property: A review of approaches and methods. International Journal of Business and Management, 7(9), 40-48. doi: 10.5539/ijbm.v7n9p40.
  50. World Bank. (n.d.). Charges for the use of intellectual property, receipts (BoP, current US$). Retrieved from https:// data.worldbank.org/indicator/BX.GSR.ROYL.CD?view=chart.
  51. World Intellectual Property Organization. (2024). World intellectual property report 2024. Retrieved from https:// www.wipo.int/web-publications/world-intellectual-property-report-2024/en/index.html
  52. Xu, J., & Zhang, Y. (2021). Does intellectual capital measurement matter in financial performance? An investigation of Chinese agricultural listed companies. Agronomy, 11(9), article number 1872. doi: 10.3390/ agronomy11091872.
  53. Zakharchuk, O., Vyshnevetska, O., Navrotskyi, Ya., & Kondratyuk, V. (2025). Investment and innovation development of seed production in Ukraine in the context of accession to the European Union. Ekonomika APK, 32(1), 20-32. doi: 10.32317/ekon.apk/1.2025.20.
  54. Zeynalli, L., Huseynli, G., & Huseynli, M. (2022). The impact of the innovation on the economy: An empirical analysis for Azerbaijan. SocioEconomic Challenges, 6(4), 21-33. doi: 10.21272/sec.6(4).21-33.2022.
  55. Zhang, M., Fang, K., Zhang, D., & Zeng, D. (2023). Relationship between the evaluation of agricultural scientific and technological innovation capacity and the influencing factors of green agriculture. PLoS ONE, 18(11), article number e0295281. doi: 10.1371/journal.pone.0295281.
Bagirov, D., Manafov, G., Bagirov, M., Babayev, N., & Mammadova, G. (2025). Global approaches to evaluation of intellectual assets in agriculture: Experience of leading countries in context of the Republic of Azerbaijan. Scientific Horizons, 28(6), 180-192. https://doi.org/10.48077/scihor6.2025.180