Methodology for comprehensive assessment of the effectiveness of financial support for sustainable development of the agricultural sector based on a risk-oriented approach
DOI:
https://doi.org/10.26906/EiR.2026.1%20(100).4392Keywords:
sustainable development financial support, agricultural sector, risk-based approach, ESG risks, composite indicatorsAbstract
The article develops an original methodology for comprehensive assessment of the effectiveness of financial support for sustainable development of the agricultural sector based on a risk-oriented approach. The study addresses a significant scientific problem: the absence of integrated tools that simultaneously incorporate ESG risk assessment and measure the multidimensional effectiveness of financial flows through a domain-based index construction. The proposed methodology is aligned with the regulatory logic of sustainable finance as established by the National Bank of Ukraine (Sustainable Finance Policy, ESG Risk White Paper), EBA guidelines on ESG risk management, IFRS S2 climate-related disclosures, and NGFS climate scenarios. The author proposes a two-level risk quantification system adapted to the military-climate context of Ukraine, and a system of indicators in five interconnected domains (Economic, Inclusion, Environmental, Social, Governance), each reflecting a specific channel of the mechanism’s impact on agricultural sector sustainability. A key methodological innovation is the inclusion of the G-component directly in mechanism performance indicators. Based on the OECD/JRC methodology for constructing composite indicators, the Integrated Mechanism Effectiveness Index (IME) is built through alternative weighting regimes (AHP/Delphi, PCA, Shannon entropy) and two aggregation schemes (additive and geometric), enabling robustness testing. The methodology is validated using publicly available data for the Ukrainian agricultural sector (2021 vs 2023), demonstrating that the additive IME captured a 5–7% decline in overall mechanism effectiveness due to military shocks, while the geometric IME revealed improved balance through strengthening of the weakest domains. The results confirm the methodology’s operational value for identifying critical domains and substantiating financial policy priorities under conditions of military-climate transformation. It can be applied by banks, regulators, and public authorities for evidence-based targeting.
References
Food and Agriculture Organization of the United Nations. Ukraine: Agriculture and Rural Development Brief. Rome : FAO, 2023. URL: https://www.fao.org/3/cc8746en/cc8746en.pdf
Національний банк України. Політика щодо розвитку сталого фінансування на період до 2025 року. Київ : НБУ, 2021. URL: https://bank.gov.ua/ua/news/all/natsionalniy-bank-oprilyudniv-politiku-rozvitku-stalogo-finansuvannya
European Banking Authority. Final Guidelines on the management of ESG risks. EBA/GL/2025/01. Paris : EBA, 2025. URL: https://www.eba.europa.eu/regulation-and-policy/esg-risks/guidelines-management-esg-risks
IFRS Foundation. IFRS S2 Climate-related Disclosures. London : IFRS Foundation, 2023. URL: https://www.ifrs.org/content/dam/ifrs/publications/pdf-standards/english/2023/issued/part-a/ifrs-s2-climate-related-disclosures.pdf
Network for Greening the Financial System. Climate Scenarios Technical Documentation. Version 5.0. Paris : NGFS, 2024. URL: https://www.ngfs.net/ngfs-scenarios-portal
Khan K. I., Sheeraz M., Aslam S. Sustainable agricultural finance: bibliometric insights. SAGE Open. 2025. Vol. 15, No. 1. DOI: https://doi.org/10.1177/21582440251367140
Kling G., Volz U., Murinde V., Ayas S. The impact of climate vulnerability on firms’ cost of capital and access to finance. World Development. 2021. Vol. 137. Art. 105131. DOI: https://doi.org/10.1016/j.worlddev.2020.105131
Battiston S., Mandel A., Monasterolo I., Schütze F., Visentin G. Climate risk and financial stability. Nature Climate Change. 2021. Vol. 11. P. 102–109. DOI: https://doi.org/10.1038/s41558-020-00969-9
Giglio S., Kelly B., Stroebel J. Climate finance. Annual Review of Financial Economics. 2021. Vol. 13. P. 15–36. DOI: https://doi.org/10.1146/annurev-financial-102620-103311
Friede G., Busch T., Bassen A. ESG and financial performance: aggregated evidence from more than 2000 empirical studies. Journal of Sustainable Finance & Investment. 2021. Vol. 11, no. 4. P. 210–233. DOI: https://doi.org/10.1080/20430795.2020.1718911
Zhelavskyi O. Analytical modeling in financial institution management — integrating stability and sustainable development principles. Premier Science Journal. 2025. URL: https://premierscience.com/pjs-25-1048/
Fominov R., Makarenko S. ESG practices maturity in Ukraine’s largest banks: evaluation framework and insight. 2025. DOI: https://doi.org/10.13140/RG.2.2.27489.10086
Melnyk V., Bazir D. ESG in Ukraine: is everyone faking it? How can real change happen? Kyiv School of Economics. 2025. URL: https://kse.ua/research/esg-in-ukraine
Climate Policy Initiative, FAO. The triple gap in finance for agrifood systems. San Francisco : Climate Policy Initiative, 2024. URL: https://www.climatepolicyinitiative.org/publication/the-triple-gap-in-finance-for-agrifood-systems
Heil M., Pogach J. Agricultural lending, insurance, and implications of climate change. FDIC Working Paper Series. 2024. URL: https://www.fdic.gov/analysis/cfr/working-papers
Kotz M., Levermann A., Wenz L. The economic commitment of climate change. Nature. 2024. Vol. 628. P. 551–557. DOI: https://doi.org/10.1038/s41586-024-07219-0
United Nations Development Programme. How public development banks can use insurance to de-risk agricultural lending. UNDP Insurance and Risk Finance Facility. 2025. URL: https://irff.undp.org/insurance-agriculture
Copernicus/EUSPA. Copernicus-enabled assessment of the impact of war on Ukrainian agriculture. White Paper. 2023. URL: https://www.euspa.europa.eu/copernicus-ukraine-agriculture-report
Saaty T. L. Decision making with the analytic hierarchy process. International Journal of Services Sciences. 2008. Vol. 1, No. 1. P. 83–98. DOI: https://doi.org/10.1504/IJSSCI.2008.017590
Shannon C. E. A mathematical theory of communication. Bell System Technical Journal. 1948. Vol. 27. P. 379–423. DOI: https://doi.org/10.1002/j.1538-7305.1948.tb01338.x
Regulation (EU) 2020/852 of the European Parliament and of the Council of 18 June 2020 on the establishment of a framework to facilitate sustainable investment. Official Journal of the European Union. 2020. URL: https://eur-lex.europa.eu/eli/reg/2020/852/oj
Фонд розвитку підприємництва. Екологічна оцінка — нова умова для пільгового кредиту в межах програми «Доступні кредити 5-7-9%». 2024. URL: https://bdf.gov.ua/eco-assessment-program-5-7-9
OECD, Joint Research Centre. Handbook on constructing composite indicators: methodology and user guide. Paris : OECD Publishing, 2008. 162 p. DOI: https://doi.org/10.1787/9789264043466-en
Food and Agriculture Organization of the United Nations (2023). Ukraine: Agriculture and rural development brief. Rome: FAO. Available at: https://www.fao.org/3/cc8746en/cc8746en.pdf
Natsionalnyi bank Ukrainy (2021). Polityka shchodo rozvytku staloho finansuvannia na period do 2025 roku [Policy on the development of sustainable finance until 2025]. Kyiv: NBU. Available at: https://bank.gov.ua/ua/news/all/natsionalniy-bank-oprilyudniv-politiku-rozvitku-stalogo-finansuvannya (in Ukrainian)
European Banking Authority (2025). Final guidelines on the management of ESG risks (EBA/GL/2025/01). Paris: EBA. Available at: https://www.eba.europa.eu/regulation-and-policy/esg-risks/guidelines-management-esg-risks
IFRS Foundation (2023). IFRS S2 Climate-related disclosures. London: IFRS Foundation. Available at: https://www.ifrs.org/content/dam/ifrs/publications/pdf-standards/english/2023/issued/part-a/ifrs-s2-climate-related-disclosures.pdf
Network for Greening the Financial System (2024). Climate scenarios technical documentation (Version 5.0). Paris: NGFS. Available at: https://www.ngfs.net/ngfs-scenarios-portal
Khan K. I., Sheeraz M., Aslam S. (2025). Sustainable agricultural finance: Bibliometric insights. SAGE Open. Vol. 15(1). DOI: https://doi.org/10.1177/21582440251367140
Kling G., Volz U., Murinde V., Ayas S. (2021). The impact of climate vulnerability on firms’ cost of capital and access to finance. World Development, 137, 105131. DOI: https://doi.org/10.1016/j.worlddev.2020.105131
Battiston S., Mandel A., Monasterolo I., Schütze F., Visentin G. (2021). Climate risk and financial stability. Nature Climate Change. Vol. 11, p. 102–109. DOI: https://doi.org/10.1038/s41558-020-00969-9
Giglio S., Kelly B., Stroebel J. (2021). Climate finance. Annual Review of Financial Economics. Vol. 13, p. 15–36. DOI: https://doi.org/10.1146/annurev-financial-102620-103311
Friede G., Busch T., Bassen A. (2021). ESG and financial performance: aggregated evidence from more than 2000 empirical studies. Journal of Sustainable Finance & Investment. Vol. 11(4), p. 210–233. DOI: https://doi.org/10.1080/20430795.2020.1718911
Zhelavskyi O. (2025). Analytical modeling in financial institution management — integrating stability and sustainable development principles. Premier Science Journal. Available at: https://premierscience.com/pjs-25-1048/
Fominov R., Makarenko S. (2025). ESG practices maturity in Ukraine’s largest banks: evaluation framework and insight. DOI: https://doi.org/10.13140/RG.2.2.27489.10086
Melnyk V., Bazir D. (2025). ESG in Ukraine: Is everyone faking it? How can real change happen? Kyiv School of Economics. Available at: https://kse.ua/research/esg-in-ukraine
Climate Policy Initiative, FAO (2024). The triple gap in finance for agrifood systems. San Francisco: Climate Policy Initiative. Available at: https://www.climatepolicyinitiative.org/publication/the-triple-gap-in-finance-for-agrifood-systems
Heil M., Pogach J. (2024). Agricultural lending, insurance, and implications of climate change. FDIC Working Paper Series. Available at: https://www.fdic.gov/analysis/cfr/working-papers
Kotz M., Levermann A., Wenz L. (2024). The economic commitment of climate change. Nature. Vol. 628, p. 551–557. DOI: https://doi.org/10.1038/s41586-024-07219-0
United Nations Development Programme (2025). How public development banks can use insurance to de-risk agricultural lending. UNDP Insurance and Risk Finance Facility. Available at: https://irff.undp.org/insurance-agriculture
Copernicus/EUSPA (2023). Copernicus-enabled assessment of the impact of war on Ukrainian agriculture. White Paper. Available at: https://www.euspa.europa.eu/copernicus-ukraine-agriculture-report
Saaty T. L. (2008). Decision making with the analytic hierarchy process. International Journal of Services Sciences. Vol. 1(1), p. 83–98. DOI: https://doi.org/10.1504/IJSSCI.2008.017590
Shannon C. E. (1948). A mathematical theory of communication. Bell System Technical Journal. Vol. 27, p. 379–423. DOI: https://doi.org/10.1002/j.1538-7305.1948.tb01338.x
European Parliament and Council (2020). Regulation (EU) 2020/852 on the establishment of a framework to facilitate sustainable investment. Official Journal of the European Union. Available at: https://eur-lex.europa.eu/eli/reg/2020/852/oj
Fond rozvytku pidpryiemnytstva (2024). Ekolohichna otsinka — nova umova dlia pilhovoho kredytu v mezhakh prohramy «Dostupni kredyty 5-7-9%» [Environmental assessment as a new condition for concessional loans under the “Affordable loans 5-7-9%” programme]. Available at: https://bdf.gov.ua/eco-assessment-program-5-7-9 (in Ukrainian)
OECD, Joint Research Centre (2008). Handbook on constructing composite indicators: methodology and user guide. Paris: OECD Publishing. DOI: https://doi.org/10.1787/9789264043466-en
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