References
A, O. S., & B., M. (2024). Analysis of Access to Credit Facilities to Small-Scale Farmers in Wukari Local Government Area of Taraba State, Nigeria. African Multidisciplinary Journal of Sciences and Artificial Intelligence, 1(1), 207–220. https://doi.org/10.58578/amjsai.v1i1.3520 Abah, M. A., Oladosu, M. A., Chukwugozie, E. S., Tibile, T. S., Inyang, A. D., Oluwamumipe, S. E., & Agid, O. D. (2026). Sustainable agricultural finance: Innovative models and instruments for smallholder farmers. Agriculture Association of Textile Chemical and Critical Reviews, 14(1), 85–92. https://doi.org/10.21276/aatccreview.2026.14.01.85 Abba, A. A., Halliru, M., Ubale, S., Mustapha, A., Lawan, A. M., Rano, N. B., Idris, A. A., Ladi, H., & Bello, M. M. (2022). Analysis of Household Food and Nutrition Security Status in Sudano Sahelian Region of Northern Nigeria. International Journal of Environment Agriculture and Biotechnology, 7(3), 1–12. https://doi.org/10.22161/ijeab.73.1 Abdullahi, M. S. A., & Gupta, Y. K. (2022). Financing Agriculture in Nigeria: A Comparative Review of Roles Played by Private, Public, and International Financial Institutions and Agencies. Universal Journal of Accounting and Finance, 10(6), 925–937. https://doi.org/10.13189/ujaf.2022.100602 Abolade, A. P., Lawal, I. O., Akanbi, K. L., & Salami, A. (2024). Unlocking the future of food security through access to finance for sustainable agribusiness performance. Management and Entrepreneurship Trends of Development, 4(30), 106–118. https://doi.org/10.26661/2522-1566/2024-4/30-09 Abraham, T. W. (2018). Estimating the effects of financial access on poor farmers in rural northern Nigeria. Financial Innovation, 4(1). https://doi.org/10.1186/s40854-018-0112-2 Abraham, T. W., & Fonta, W. M. (2018). Climate change and financing adaptation by farmers in northern Nigeria. Financial Innovation, 4(1). https://doi.org/10.1186/s40854-018-0094-0 Abu, G. A., Soom, A., Anjeinu, A., Godwin, & Aondonenge, S. (2016). Analysis of factors affecting food security in rural and urban farming households of Benue State, Nigeria. AgEcon Search (University of Minnesota, USA). https://doi.org/10.22004/ag.econ.231375 Adegbite, O., & Machethe, C. (2019). Bridging the financial inclusion gender gap in smallholder agriculture in Nigeria: An untapped potential for sustainable development. World Development, 127, 104755. https://doi.org/10.1016/j.worlddev.2019.104755 Adesiyan, T. (2025). Leveraging Agricultural Credit and Digital Finance for Enhancing Smallholder Productivity and Rural Economic Growth. International Journal of Research Publication and Reviews, 6(8), 642–667. https://doi.org/10.55248/gengpi.6.0825.3090 Adewale, A. T., O.A, L., Aberu, F., & A.K, T. (2022). Effect of Credit to Farmers and Agricultural Productivity in Nigeria. East Asian Journal of Multidisciplinary Research, 1(3), 377–388. https://doi.org/10.55927/eajmr.v1i3.99 Adeyanju, D., Mburu, J., Gituro, W., Chumo, C., Mignouna, D., Ogunniyi, A., Akomolafe, J. K., & Ejima, J. U. (2023). Assessing food security among young farmers in Africa: evidence from Kenya, Nigeria, and Uganda. Agricultural and Food Economics, 11(1), 4. https://doi.org/10.1186/s40100-023-00246-x Ahmad, F. (2025). Enhancing smallholder farmers’ livelihoods: the impact of capital provision on productivity, income, and sustainability. Jurnal Hexagro, 9(1), 21–31. https://doi.org/10.36423/hexagro.v9i1.2113 Asante‐Addo, C., Mockshell, J., Zeller, M., Siddig, K., & Egyir, I. S. (2017). Agricultural credit provision: what really determines farmers’ participation and credit rationing? Agricultural Finance Review, 77(2), 239–256. https://doi.org/10.1108/afr-02-2016-0010 Asiseh, F., Ng’ombe, J. N., Quaicoe, O., Vorsah, R. V., & Prah, S. (2024). Are Credit Doors Equally Open? Gender Perspectives on Agricultural Credit Access in Sub‐Saharan Africa. Review of Development Economics, 29(3), 1597–1612. https://doi.org/10.1111/rode.13179 Balana, B., Mekonnen, D., Haile, B., Hagos, F., Yimam, S., & Ringler, C. (2022). Demand and supply constraints of credit in smallholder farming: Evidence from Ethiopia and Tanzania. World Development, 159, 106033. https://doi.org/10.1016/j.worlddev.2022.106033 Balana, B., & Oyeyemi, M. (2022). Agricultural credit constraints in smallholder farming in developing countries: Evidence from Nigeria. World Development Sustainability, 1, 100012. https://doi.org/10.1016/j.wds.2022.100012 Deresse, M., & Zerihun, A. (2018). Financing challenges of smallholder farmers: A study on members of agricultural cooperatives in Southwest Oromia Region, Ethiopia. AFRICAN JOURNAL OF BUSINESS MANAGEMENT, 12(10), 285–293. https://doi.org/10.5897/ajbm2018.8517 Fadeyi, O. A., Rajendra, A., & Ammar, A. A. (2022). Understanding the role of finance in technology adoption among smallholder maize farmers in Nigeria. African Journal of Agricultural Research, 18(7), 481–492. https://doi.org/10.5897/ajar2022.15974 Fifo, O., & Eloini, O. H. (2026). Strengthening Agricultural Business Resilience: Credit Risk Awareness and Financial Literacy for Livestock and Mixed-Farming Enterprises. International Journal of Innovative Science and Research Technology , 2785. https://doi.org/10.38124/ijisrt/26feb1305 Fronda, J. G. (2024). Empowering Nueva Ecija’s Farmers through Microfinancing: A Blueprint for Enhancing Financial Literacy and Agricultural Resilience. International Journal of Economics and Financial Issues, 14(4), 123–130. https://doi.org/10.32479/ijefi.16330 Garcia, P. (2025). Agricultural Financing Awareness and Access to Microfinance Credit as Determinants of Financial Challenges Among Agricultural Entrepreneurs: A Systematic Literature Review Using Prisma. International Journal of Latest Technology in Engineering Management & Applied Science, 14(10), 933–942. https://doi.org/10.51583/ijltemas.2025.1410000113 Girei, A. A., Ohen, S. B., & B., J. (2016). Income Analysis of Farmers with and without Access to Credit in Southern Agricultural Zone, Nasarawa State, Nigeria. International Journal of Environment Agriculture and Biotechnology, 1(4), 1024–1031. https://doi.org/10.22161/ijeab/1.4.55 Janvry, A. de, & Sadoulet, É. (2020). Using agriculture for development: Supply- and demand- side approaches. World Development, 133, 105003. https://doi.org/10.1016/j.worlddev.2020.105003 Kambali, U., & Panakaje, N. (2022a). A Review on Access to Agriculture Finance by Farmers and its Impact on their Income. Zenodo (CERN European Organization for Nuclear Research). https://doi.org/10.5281/zenodo.6513302 Kambali, U., & Panakaje, N. (2022b). A Review on Access to Agriculture Finance by Farmers and its Impact on their Income. International Journal of Case Studies in Business IT and Education, 302–327. https://doi.org/10.47992/ijcsbe.2581.6942.0166 Karlan, D., Osei, R., Osei‐Akoto, I., & Udry, C. (2014). Agricultural Decisions after Relaxing Credit and Risk Constraints *. The Quarterly Journal of Economics, 129(2), 597–652. https://doi.org/10.1093/qje/qju002 Kehinde, M. O., Shittu, A. M., Adeyonu, A. G., & Ogunnaike, M. G. (2021). Women empowerment, Land Tenure and Property Rights, and household food security among smallholders in Nigeria. Agriculture & Food Security, 10(1). https://doi.org/10.1186/s40066-021-00297-7 Khan, F. U., Nouman, M., Negruț, L., Abban, J., Cismaș, L. M., & Siddiqi, M. F. (2024). Constraints to agricultural finance in underdeveloped and developing countries: a systematic literature review. International Journal of Agricultural Sustainability, 22(1). https://doi.org/10.1080/14735903.2024.2329388 Ky, Y., Akim, A., Dávalos, J., Dayé, M., & Ky, H. (2025). Credit Constraints, Agricultural Productivity, and Household Welfare in Burkina Faso: A Gender Perspective. Agricultural Economics, 56(4), 694–707. https://doi.org/10.1111/agec.70017 Lefore, N., & Claudia, http://orcid. org/0000-0002-8266-0488 R. (2019). Sustainable and Equitable Growth in Farmer-led Irrigation in Sub-Saharan Africa: What Will it Take? CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research). https://hdl.handle.net/10568/100144 Liverpool‐Tasie, L. S. O., Wineman, A., Young, S., Tambo, J. A., Vargas, C., Reardon, T., Adjognon, G. S., Porciello, J., Gathoni, N., Bíziková, L., Galié, A., & Celestin, A. C. (2020). A scoping review of market links between value chain actors and small-scale producers in developing regions. Nature Sustainability, 3(10), 799–808. https://doi.org/10.1038/s41893-020-00621-2 Marus, E., Mwosi, F., Mary, E. L., & Sammy, G. P. (2020). Financial inclusion: Is it a precursor to agricultural commercialization amongst smallholder farmers in Uganda? A comparative analysis between Lango and Buganda sub-regions. Journal of Economics and International Finance, 13(1), 1–12. https://doi.org/10.5897/jeif2020.1093 Mghenyi, E., Dankers, C., Thurlow, J., & Anyiro, C. (2022). Major Challenges in Primary Agriculture and Off-Farm Agribusiness. In The World Bank eBooks (pp. 59–90). https://doi.org/10.1596/978-1-4648-1724-3_ch4 Michael, A., Giroh, Y. D., Polycarp, M., & Ashindo, Z. E. (2018). Analysis of Rural Farm Households’ Access to Formal Agricultural Credit in Yola South Local Government Area, Adamawa State, Nigeria. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 66(4), 947–954. https://doi.org/10.11118/actaun201866040947 Nair, R. das, & Landani, N. (2020). Making agricultural value chains more inclusive through technology and innovation. In Working Paper Series. https://doi.org/10.35188/unu- wider/2020/795-8 Njoku, C. L., EJIKE, O. S., Emehute, V. C., & Azuamairo, G. C. (2025). Sex-Based Barriers and Drivers of Access to Agricultural Resources in Ebonyi State, Nigeria. Agricultural Science and Food Processing, 2(3), 142–147. https://doi.org/10.62762/asfp.2025.886018 Nuyong, S. P., Emmanuel, J. B., Bala, M. M., & Tseten, I. A. (2025). Comparative Analysis of the Performance of Small and Medium Scale Agro-Based Enterprises in Adamawa State, Nigeria. Journal of Agricultural Extension, 30(1), 182–189. https://doi.org/10.4314/jae.v30i1.21s Ogbonna, S. I., Muhammad, M. U., & Adole, P. O. (2026). Impact of Microcredit on Income Levels and Income-Generating Activities among Small-Scale Farmers in Rural Southeast Nigeria. African Journal of Agricultural Science and Food Research, 22(1), 37–53. https://doi.org/10.62154/ajasfr.2026.022.010 Ogheneakporobo, A. U., Enimu, S., & Peter, O. E. (2026). Effectiveness of financing options in the adoption of climate smart agriculture practices among farmers in delta state, Nigeria. GSC Advanced Research and Reviews, 133–146. https://doi.org/10.30574/gscarr.2026.26.2.0042 Ojo, B. J., Olalere, I. T., Bello, M. A., & Bello, J. M. (2023). Effect of the anchor borrowers’ programme on the food security of smallholder maize farming households in Kwara State, Nigeria. Journal of Agribusiness and Rural Development, 68(2), 197–203. https://doi.org/10.17306/j.jard.2023.01595 Okunlola, O. C., & Ayetigbo, O. A. (2024). Impact of Agricultural Financing on Agricultural Growth Sustainability in Nigeria. ̃The œJournal of Developing Areas, 58(3), 171–203. https://doi.org/10.1353/jda.2024.a929946 Olutumise, A. I. (2023). Impact of credit on the climate adaptation utilization among food crop farmers in Southwest, Nigeria: application of endogenous treatment Poisson regression model. Agricultural and Food Economics, 11(1). https://doi.org/10.1186/s40100-023- 00251-0 Oluwadara, A. S., Z. S., & Saheed. (2026). Impact of Small and Medium Scale Agricultural Enterprises on Household Welfare. International Journal of Research and Innovation in Social Science, 10(1), 7634–7645. https://doi.org/10.47772/ijriss.2026.10100593 Oluwamayokun, A. F. (2018). Smallholder agricultural finance in Nigeria: The research gap. Journal of Development and Agricultural Economics, 10(11), 367–376. https://doi.org/10.5897/jdae2018.0976 Omotayo, A. O., Folorunsho, L. A., & Onyebuchi, C. H. (2016). Access to formal credit facilities among Small-scale crop farmers’ in Gwagwalada Area Council, Abuja, Nigeria. Russian Journal of Agricultural and Socio-Economic Sciences, 49(1), 57–66. https://doi.org/10.18551/rjoas.2016-01.07 Onoh, U. C., Erezi, E., & Clement, B. (2023). Analyzing the Role of Women in Climate Resilience Building and Sustainable Farming Practices in Nigeria. IIARD International Journal of Geography and Environmental Management, 9(4), 65–87. https://doi.org/10.56201/ijgem.v9.no4.2023.pg65.87 Onoja, S. A., Ojone, A. S., & Yusuf, A. T. (2025a). Effect of Small-Scale Agribusness Characteristics on the Utilization of Financial Records in Nasarawa State, Nigeria. Zenodo (CERN European Organization for Nuclear Research). https://doi.org/10.5281/zenodo.17722686 Orivri, O. (2025). Evaluating smallholder credit access and digital micro finance innovations: Linking financial inclusion, productivity growth, poverty alleviation and development across sectors in emerging economies. International Journal of Financial Management and Economics, 8(2), 1001–1012. https://doi.org/10.33545/26179210.2025.v8.i2.634 Osasona, K. K., Salami, M. F., Rotimi, O. F., Belewu, K. Y., & Bonire, J. O. (2024). Credit assess and welfare status of smallholder: evidence from farmers in Kwara state, Nigeria. Perspectivas Rurales Nueva Época, 22(43), 1–21. https://doi.org/10.15359/prne.22-44.1 Oteh, P. E., Salami, O. A., Modupe, A. M., & Alabi, J. A. (2026). Access to Finance and Agro- allied SMEs Performance in North Central Nigeria: An Entrepreneurial Ecosystem Perspective. International Journal of Innovative Science and Research Technology , 421. https://doi.org/10.38124/ijisrt/26feb281 Otitoju, M. A., & Olaiya, A. Q. (2025). Microfinance services and membership of farmer-based organization as drivers of household food security among rice farmers in Niger and Nasarawa States, Nigeria. Indonesian Journal of Agricultural Research, 8(1), 23–31. https://doi.org/10.32734/injar.v8i1.18051 Paul, A., Ayobami, Olanrewaju, L., Ibrahim, Lanre, A., Kamoru, & Orilonise, S., Ahmed. (2025). Unlocking The Future of Food Security Through Access to Finance for Sustainable Agribusiness Performance. In arXiv (Cornell University). Cornell University. https://doi.org/10.48550/arxiv.2511.18576 Ramos-Sandoval, R., & Díaz, C. M. (2024). Why do Small farmers have less access to credit? A Microdata Analysis of the Peruvian case. Nativa, 12(2). https://doi.org/10.31413/nat.v12i2.16758 Rayhan, Md. J., Rahman, S. M. M., Mamun, A. A., Saif, A. N. M., Islam, K. M. A., Alom, Md. M., & Hafiz, N. (2024). FinTech solutions for sustainable agricultural value chains: A perspective from smallholder farmers. Business Strategy & Development, 7(2). https://doi.org/10.1002/bsd2.358 Raza, G., Jan, K., & Kazmi, S. Z. A. (2024). Agri-entrepreneurship in developing countries – a systematic review of smallholders’ constraints. Journal of Agribusiness in Developing and Emerging Economies, 16(2), 328–348. https://doi.org/10.1108/jadee-06-2024-0185 Sandra, B., Lambert, E. H., & Deyganto, K. O. (2024). Overcoming Barriers: Enhancing Women’s Access to Financial Services for Agribusiness in Uganda – An Empirical Review. In Qeios. https://doi.org/10.32388/p4u33k Sennuga, S. O., & Owoicho, A. (2023). Analysis of Gender Issues in Access to Land among Farmers in Karu Local Government Area of Nassarawa State, Nigeria. Journal of Media & Management, 1–8. https://doi.org/10.47363/jmm/2023(5)150 Silong, A. K. F., & Gadanakis, Y. (2019). Credit sources, access and factors influencing credit demand among rural livestock farmers in Nigeria. Agricultural Finance Review, 80(1), 68– 90. https://doi.org/10.1108/afr-10-2018-0090 Sulhan, S. (2025). The Role of Microfinance Institutions in Promoting Financial Inclusion and Reducing Poverty Among Smallholder Farmers in Rural Agricultural Areas. Journal of Information Systems Engineering & Management, 10, 275–284. https://doi.org/10.52783/jisem.v10i46s.8806 Teye, E. S., & Quarshie, P. T. (2021). Impact of agricultural finance on technology adoption, agricultural productivity and rural household economic wellbeing in Ghana: a case study of rice farmers in Shai-Osudoku District. South African Geographical Journal, 104(2), 231–250. https://doi.org/10.1080/03736245.2021.1962395 Widi, R. H., Suprapto, A., & Ellyta. (2025). Innovative Agricultural Financing Models to Enhance Farmers’ Access to Sustainable Credit and Investment. Jurnal Ilmiah Manajemen Kesatuan, 13(5), 3791–3802. https://doi.org/10.37641/jimkes.v13i5.3387