Impact of Microcredit on Income Levels and Income-Generating Activities among Small-Scale Farmers in Rural Southeast Nigeria
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Ogbonna, S. I. 
Muhammad, M. U. 
Adole, P. O. 

Abstract

This study examined the impact of microcredit on income levels and income-generating activities among small-scale farmers in rural Southeast Nigeria. Employing a cross-sectional survey design, 360 households were sampled, comprising 180 microcredit beneficiaries (treated households) and 180 non-beneficiaries (comparison households), across Abia, Imo, and Anambra States. Households were identified using datasets provided by microfinance banks operating in the region, with propensity score matching applied to ensure comparability between the two groups. Primary data were collected using structured questionnaires and analysed using ordinary least squares regression and mean-score analysis. Findings from the Cobb-Douglas regression model indicated that microcredit use was positive and highly significant in the pooled model (β = 1.329, p < 0.01), confirming that access to microcredit increased income levels. Other significant positive determinants of income among treated households included farming experience, household size, level of education, farm size, cooperative membership, quantity of agrochemicals, and quality of planting materials, while age and labour cost had negative effects. Mean-score analysis revealed that treated households reported significantly stronger positive experiences across all ten income-generating activity indicators compared with comparison households, with all differences statistically significant at the one percent level (grand mean: treated = 4.14, comparison = 2.97). The study recommends expanding and better structuring microcredit programmes to promote productive farm investments and financial literacy among small-scale farmers in rural Southeast Nigeria.

Article Details

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.2026.022.01013
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Copyright (c) 2026 SYLVANUS I. OGBONNA, Muhammad, M. U., Adole, P. O. (Author)

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Abojei, J. O., Kaine, A. I. N., & Ochiaka, C. D. (2025). Technical efficiency of NERICA rice farmers in Anambra State, Nigeria. Journal of Agricultural Economics, Environment and Social Sciences, 11(1), 74–84.

Adamu, B. D., Tanko, F., Barnabas, T. M., & Adejoh, E. U. (2021). Determinants of household’s poverty among crop farmers in Kaduna State, Nigeria. Fudma Journal of Sciences, 5(1), 529–538. https://doi.org/10.33003/FJS-2021-0501-600

Adefalu, L. L., Olorunfemi, O. D., Olatinwo, L. K., & Olatunji, Y. (2016). Perceived effects of poor road transportation network on crop production in Kaiama Local Government Area of Kwara State, North Central Nigeria. International Journal of Agricultural Management and Development, 6(4), 497–503. https://doi.org/10.22004/AG.ECON.262616

Akintunde, O. K., Jimoh, L. O., Idris-Adeniyi, K., & Bamiwuye, O. A. (2024). Determinants of profit among maize farmers in Osogbo ADP zone of Osun State, Nigeria. Agricultural Sciences, 16(42), 81–90. https://doi.org/10.22620/agrisci.2024.42.011

Awotide, B. A., Abdoulaye, T., Alene, A., & Manyong, V. M. (2015). Impact of access to credit on agricultural productivity: Evidence from smallholder cassava farmers in Nigeria. In International Conference of Agricultural Economists. International Association of Agricultural Economists.

Balana, B. B., & Oyeyemi, M. A. (2022). Agricultural credit constraints in smallholder farming in developing countries: Evidence from Nigeria. World Development Sustainability, 1, Article 100012. https://doi.org/10.1016/j.wds.2022.100012

Bandiera, O., Burgess, R., Deserranno, E., Morel, R., Rasul, I., Sulaiman, M., & Thiemel, J. (2022). Microfinance and diversification. Economica, 90(357), 348–378. https://doi.org/10.1111/ecca.12424

Bello, M. A., Ojo, B. J., & Olalere, I. T. (2022). Effect of Anchor Borrowers’ Programme on the income of smallholder maize farmers in Kwara State, Nigeria. Badeggi Journal of Agricultural Research and Environment, 4(2), 27–33. https://doi.org/10.35849/bjare202202004/58

Bose, A. A., Jatbong, J. N., Danwanka, H. A., & Dalhatu, A. (2020). Factors influencing gross income on sweet potato production in Toro Local Government Area of Bauchi State, Nigeria. International Journal of Agricultural Research and Food Production, 5(2), 18–35.

Caliendo, M., & Kopeinig, S. (2008). Some practical guidance for the implementation of propensity score matching. Journal of Economic Surveys, 22(1), 31–72. https://doi.org/10.1111/j.1467-6419.2007.00527.x

Chambers, R., & Conway, G. R. (1991). Sustainable rural livelihoods: Practical concepts for the 21st century (IDS Discussion Paper No. 296). Institute of Development Studies.

Cobb, C. W., & Douglas, P. H. (1928). A theory of production. American Economic Review, 18(1), 139–165.

Ettah, O. I., Udumo, B. O., Abanyam, V. A., & Bullem, F. A. (2022). Resource use in sweet potato production in Delta State, Nigeria: A technical efficiency approach. Global Journal of Agricultural Science, 21, 1–6. https://doi.org/10.4314/gjass.v21i1.1

FAO. (2024). State of food security in Nigeria: 2024 report. Food and Agriculture Organization.

Ilesanmi, J. O., Bello, T. O., Olanrewaju, P. O., & Adeyose, E. A. (2024). Evaluating the effect of microcredit on rural livelihoods: A case study of farming households in Southwest Nigeria. International Journal of Economic Finance and Business Statistics, 2(5), 289–302. https://doi.org/10.59890/ijefbs.v2i5.2619

Imran, M., Akhtar, S., & Salman, M. (2023). Microcredit for smallholder farmers: Evidence from Asia and Africa. Agricultural Finance Review, 83(2), 189–208.

Jimoh, A. A., Olawuyi, S. O., Balogun, T. A., & Ganiyu, M. O. (2024). Causal effect of agricultural diversification on smallholder farmers’ welfare status in Nigeria. Research on World Agricultural Economy, 5(4), 458–480. https://doi.org/10.36956/rwae.v5i4.1223

Mba, C., Ezeh, C., Madu, I. A., & Emeribe, C. (2022). Assessment of climate variability and the determinants of rice productivity in Southeastern Nigeria. Yüzüncü Yıl Üniversitesi Tarım Bilimleri Dergisi, 32(4), 805–824. https://doi.org/10.29133/yyutbd.1132709

Muhammed, Y., Adejoh, S., Arowolo, K., & Galadima, C. (2023). Income diversification among small-holder farmers in Niger State, Nigeria. Badeggi Journal of Agricultural Research and Environment, 7(2), 34–46.

Mukaila, R., Falola, A., & Egwue, L. (2021). The determinants of rural households’ income in Nigeria. Fiscaoeconomia, 5(3), 978–989. https://doi.org/10.25295/fsecon.974485

Namayengo, F. M., van Ophem, J. A. C., & Antonides, G. (2023). A comparative study on the role of microcredit on agricultural production improvement among resource-poor rural women. Frontiers in Sustainable Food Systems, 7, Article 1083660. https://doi.org/10.3389/fsufs.2023.1083660

Nordjo, R. E., & Adjasi, C. K. D. (2020). The impact of credit on productivity of smallholder farmers in Ghana. Agricultural Finance Review, 80(1), 91–109. https://doi.org/10.1108/AFR-10-2018-0088

NPC (National Population Commission). (2006). Population census of Federal Republic of Nigeria: Analytical report at the national level. National Population Commission, Abuja.

Ogbonna, S. I. (2023). Analysis of informal credit access among small scale arable crop farmers in Enugu State, Nigeria. Nigerian Journal of Agriculture Food and Environment, 19(1), 1–12.

Ogbonna, S. I., Muhammad, M. U., & Adole, P. O. (2025). Impact of microcredit on agricultural productivity and food security among smallholder farmers in Southeast Nigeria. AKSU Journal of Agriculture and Food Sciences, 9(2), 124–142. https://www.aksuja.com.ng/

Ogunleye, A., Kehinde, A., & Ogundeji, A. (2025). Does microcredit have any impact on profit efficiency? Evidence from small-holder poultry farmers in Nigeria. Environment, Development and Sustainability, 27(6), 13611–13637.

Ojide, K. C., Ojide, M. G., & Ogbodo, J. (2021). Rural household income: Who’s educational attainment counts? Review of Economics and Development Studies, 2(1), 25–37. https://doi.org/10.37256/REDR.212021599

Okon, U. E., Bassey, N. E., & Okon, U. E. (2017). Determinants of farm income among urban farmers in Niger-Delta, Nigeria. International Journal of Agriculture and Environmental Research, 3(1), 2065–2080. https://ijaer.in/uploads/ijaer_03__147.pdf

Olaniyan, O. A. (2025). Effect of agricultural cooperatives on cocoa marketing among farmers in Akure-North Local Government Area, Ondo State, Nigeria. International Journal of Economic, Finance and Business Statistics, 3(3), 169–180. https://doi.org/10.59890/ijefbs.v3i3.78

Olumilua, J., Bello, T., & Akinbola, E. (2024). Evaluating the effect of microcredit on rural livelihoods: A case study of farming households in Southwest Nigeria. International Journal of Economic, Finance and Business Statistics, 2(5), 65–78. https://doi.org/10.59890/ijefbs.v2i5.2619

Orgu, K. C., Chukwu, A. O., Onubuogu, G. C., & Esiobu, N. S. (2021). Do rural livestock farmers have knowledge of organic livestock farming practices? Lesson from Southeast Nigeria. In Agricultural Economics. IntechOpen. https://doi.org/10.5772/intechopen.99961

Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41–55. https://doi.org/10.1093/biomet/70.1.41

Sofoluwe, N. A., & Yinusa, O. G. (2021). Impact of cooperative membership on rural income generation in Southwest, Nigeria. REVESCO: Revista de Estudios Cooperativos, 138, 140–152. https://doi.org/10.5209/REVE.75563

Stiglitz, J. E., & Weiss, A. (1981). Credit rationing in markets with imperfect information. American Economic Review, 71(3), 393–410.

Tenaye, A. (2020). Technical efficiency of smallholder agriculture in developing countries: The case of Ethiopia. Economies, 8(2), Article 34. https://doi.org/10.3390/economies8020034

Udemezue, J. C. (2018). Analysis of rice production and consumption trends in Nigeria. Journal of Plant Sciences and Crop Protection, 1(3), 23–38.

Ume, S. I., & Ogbonna, S. I. (2022). Gender analysis in the economic efficiency of upland rice farming in selected agricultural zones of Anambra State, Nigeria. Nigerian Journal of Agriculture Food and Environment, 18(1). https://doi.org/10.59331/njaat.v4i3.792