ISSN: 2536-7072
Model: Open Access/Peer Reviewed
DOI: 10.31248/JASP
Start Year: 2016
Email: jasp@integrityresjournals.org
https://doi.org/10.31248/JASP2025.530 | Article Number: 60BD5B8A1 | Vol.10 (4) - August 2025
Received Date: 03 April 2025 | Accepted Date: 20 June 2025 | Published Date: 30 August 2025
Authors: Rabiu M. M.* , Aliyu, Y. M. , Bwala, Y. I. and Ghumdia, J. J.
Keywords: Nigeria., Adoption, Socio-economic factors, arable crops, Borno State, good agricultural practices
The study analysed socio-economic factors influencing the adoption of Good Agricultural Practices (GAPs) among arable crop farmers in Borno State, Nigeria. A multistage random sampling technique was employed to select 390 farmers from a sample frame of 15,450 obtained from BOSADP. The sampling process involved purposive selection of 3 local government areas based on the intensity of GAPs activities. The second and third stages involved a random and proportionate selection of 113 extension cells and 390 sample size. Data was collected through structured questionnaires and analysed using descriptive statistics and logit regression models. Results revealed that 90.26% of farmers adopted GAPs, with 75.28% demonstrating a high adoption level. Key adopted practices included fertiliser application, seed treatment, and timely land preparation. High GAPs adoption was attributed to the adoption of simple, less capital-intensive practices (timely planting, use of organic manure). Social and agricultural support provided by non-governmental organisations (NGOs) to reduce poverty and boost food production among displaced victims of insurgency served as a buffer for GAPs adoption. Socio-economic factors such as farm size (β=-0.125, p<0.05), membership in cooperatives (β =-0.939, p<0.01), and access to credit (β =-1.240, p<0.01) were found to be significant and negative. Limited access to extension services (93.59%) and inadequate access to credit (72.82%) were important constraints against GAP adoption. However, social and financial interventions to poor farming households from NGOs minimised the negative effects, further facilitating GAP adoption. The study recommends strengthening and improving cooperative organisations to promote knowledge on GAPs benefits to farmers; provide credit schemes specifically for GAPs adoption and target small and medium-scale farmers, while providing special program design for large-scale farmers. Further research is also recommended to understand the dynamics of cooperatives and credit structures in non-conflict regions.
Adangara, U. M., Sennuga, S. O., Mongalaku, T., Barnabas, E. M., & Alabuja, F. O. (2022). Effect of information sources on farmers' rice production adoption of Sawah eco-technology in Kwali Area Council, Abuja, Nigeria. Acta Scientific Agriculture, 6(7), 03-09. https://doi.org/10.31080/ASAG.2022.06.1153 |
||||
Adewale, A. T., Lawal, O. A., Aberu, F., & Toriola, A. K. (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 |
||||
Adeyemo, J. T., Olagunju, O. E., Ilesanmi, K. D., & Lawal, A. I. (2025). Disaggregated impacts of technology on agriculture in Nigeria: Insights into intensity and diversity. Scientific African, 28, e02722. https://doi.org/10.1016/j.sciaf.2025.e02722 |
||||
Alabi, R. A., & Oshobugie, O. A. (2020). The impact of e-wallet fertilizer subsidy scheme and its implication on food security in Nigeria. African Economic Research Consortium. | ||||
Anigbogu, T. U., Uzondu, C. S., & Nduka, O. H. (2018). gender disparity in farmers access to agriculture credit among members of cooperative societies in Ogbaru Local Government Area of Anambra State. Open Journal of Economics and Commerce, 1(1), 19-27. https://doi.org/10.22259/2638-549X.0101003 |
||||
Arslan, A., Floress, K., Lamanna, C., Lipper, L., Asfaw, S., & Rosenstock, T. (2020). The Adoption of Improved Agricultural Technologies. A meta-analysis for Africa. CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS). Retrieved 21st May 2025 from https://hdl,handle,net/10568/110037. | ||||
Audu, E. B., Audu, H. O., Azare, I. M., Shehu, A. U., & Felix, I. (2023). Examination of Rainfall Trend Over the North-Eastern Part of Nigeria. SSRN Electronic Journal, 10(2), 23-34. | ||||
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. International Association of Agricultural Economists (IAAE) > 2015 Conference, August 9-14, 2015, Milan, Italy. Retrieved from https://ageconsearch.umn.edu/record/210969/?v=pdf | ||||
Barham, J. & Chitemi, C. (2009). Collective Action Initiatives to Improve Marketing Performance: Lessons from Farmer Groups in Tanzania. Food Policy, 34(1), 18-29. https://doi.org/10.1016/j.foodpol.2008.10.002 |
||||
Bilal, M., & Jaghdani, T. J. (2024). Barriers to the adoption of multiple agricultural innovations: Insights from Bt cotton, wheat seeds, herbicides and no-tillage in Pakistan. International Journal of Agricultural Sustainability, 22(1), 2318934. https://doi.org/10.1080/14735903.2024.2318934 |
||||
Bwala, J. M., Mshelizah, U. M., & Mshelia, B. S. (2021). A Socio-economic Survey of Farmers in Selected Local Government Areas of Borno State, Northeastern Nigeria. Journal of Agricultural Economics, Environment and Social Sciences, 7(2), 138-151. https://doi.org/10.56160/jaeess202172012 |
||||
Cadre Harmonise (2023). Cader Harmonise of Food and Nutrition March 2023 Analysis Results for Borno State. Situation Report. Food Security and Cluster. Nigerian Government. Retrieved from https://reliefweb.int/report/ nigeria/cadre-harmonise-food-and-nutrition-march-2023-analysis-results-borno-state. | ||||
Chichongue, O., Pelser, A., Tol, V. J., Preez, D. C., & Ceronio, G., (2019). Factors Influencing the Adoption of Conservation Agriculture Practices among Smallholder Farmers in Mozambique. International Journal of Agricultural Extension, 7(3), 277-290. https://doi.org/10.33687/ijae.007.03.3049 |
||||
Chukwuma, C. C., Oraegbunam, C. J., Ndzeshala, S. D., Uchida, Y. Ugwu, V. U., & Obalum, S. E. (2023). Phosphorus mineralisation in two lithologically dissimilar tropical soils as influenced by animal manure type and amendment-to-sampling time interval. Communication in Soil Science and Plant Analysis, 55(5), 707-722. https://doi.org/10.1080/00103624.2023.2276269 |
||||
Conley, T. G., & Udry, C. R. (2010). Learning about a new technology: Pineapple in Ghana. American Economic Review, 100(1), 35-69. https://doi.org/10.1257/aer.100.1.35 |
||||
Doss, C. R. (2001). Designing Agricultural Technology for African Women Farmers: Lessons from 25 years of experience. World Development, 29(12), 2075-2092. https://doi.org/10.1016/S0305-750X(01)00088-2 |
||||
FAO (2019). Climate-Smart Agriculture in Borno State of Nigeria. CSA Country Profiles for Africa Series. https://hdl.handle.net/1 05668/106076. | ||||
FAO (2021). Framework for Good Agricultural Practices (GAPs): Ensuring Sustainable Agriculture in Developing Economies. Food and Agriculture Organization. | ||||
FAO (2024). FAO's Good Agricultural Practices (GAPs): Principles and Implementation. Retrieved 16th June 2025 from https://foodsafety.institute.com. | ||||
Fasona, M. J., Akintuyi, A. O., Adeonipekun, P. A., Akoso, T. M., Udofia, S. K., Agboola, O. O., ... & Ogundipe, O. T. (2022). Recent trends in land-use and cover change and deforestation in South-West Nigeria. GeoJournal, 87(3), 1411-1437. https://doi.org/10.1007/s10708-020-10318-w |
||||
Habib, Z. (2014). Influence of Extension Delivery on Livelihood outcomes of Vegetable Farmers in Tolon and Kumbungu Districts of Northern Region, Ghana (Doctoral dissertation, University of Ghana). 138p. Retrieved 22nd May 2025 from https://ugspace.ug.edu.gh/items/fc480833-147f-4d00-a777-0de45d076c06. | ||||
Ibidapo, I., Ogunsipe, H. M., Oso, P. O., & Akintade, F. T. (2018). Assessment of arable crop farmers' perception and adaptation to climate change in Ondo State, Nigeria. Greener Journal of Agricultural Science, 8(5), 100-109. https://doi.org/10.15580/GJAS.2018.5.042418063 |
||||
Igwe, G. V. C. (2019). Adoption of sustainable agricultural practices among farmers in Ohaukwu Local Government Area of Ebonyi State. Agricultural Extension Journal 3(4), 224-232. | ||||
Iwuchukwu, C. J., Eke, G. O. and Nwabodo, E. C. (2019). Perception of Extension personnel on suitability and benefits of using social media in communicating Agricultural Information in Enugu State, Nigeria. Journal of Agricultural Extension, 23(3), 2408-6851. https://doi.org/10.4314/jae.v23i3.15 |
||||
John, F. E., & Ntoh, G. A. (2024). Green Agricultural Technology and Food Security: Implications for Nigeria. African Journal of Agriculture, 7(4), 389-410. https://doi.org/10.52589/AJAFS-CGJH3WBP |
||||
Kharel, M., Dahal, M. B. and Raut, N. (2022). Good agricultural practices for safe food and sustainable agriculture in Nepal: A Review. Journal of Agriculture and Food Research, 10(100447), 2666-1543. https://doi.org/10.1016/j.jafr.2022.100447 |
||||
Lythreatis, S., Singh, S. K., & El-Kassar, A. N. (2022). The digital divide: A review and future research agenda. Technological Forecasting and Social Change, 175, 121359. https://doi.org/10.1016/j.techfore.2021.121359 |
||||
Muhammad, U. H., Adesiji, B. G., Tyabo, S. I., Muhammed, Y., & Loko, I. A. (2019). Assessment of Factors Influencing the Use of Information and Communication Technologies by Small-Scale Farmers in Federal Capital Territory (FCT), Abuja, Nigeria. Journal of Agriculture and Environment, 15(2), 61-70. | ||||
National Bureau of Statistics (NBS) (2019). Annual Agricultural Survey Report. Abuja: National Bureau of Statistics. Retrieved 23rd May 2025 from https://www.nigerianstat.gov.ng/elibrary/read/2. | ||||
National Population Commission (NPC) (2021). Population Projections for Nigerian States Based on 2006 Census Data. Abuja: NPC Publications. Retrieved 23rd May 2025 from https://nationalpopulation.gov.ng. | ||||
Ngoma, H., Marenya, P., Tufa, A., Alene, A., Matin, M. A., Thierfelder, C., & Chikoye, D. (2024). Too fast or too slow: The speed and persistence of adoption of conservation agriculture in southern Africa. Technological Forecasting and Social Change, 208, 123689. https://doi.org/10.1016/j.techfore.2024.123689 |
||||
Ngono, A. J., & Meughoyi, T. C. (2022). Adoption of improved seeds and market participation of family farms: The case of maize cultivation in Cameroon. International Journal of Applied Agricultural Science, 8(1), 9-19. https://doi.org/10.11648/j.ijaas.20220801.12 |
||||
Nkwuagba, L. P., & Nkamnebe, A. D. (2024). Transitioning Nigerian Agriculture: Pathways to high productivity agro-industrial economy. Journal of Agricultural Development Studies, 15(3), 45-61. | ||||
Nowfal, S. H., Nanduri, S., Theresa, W. G., Samhitha, B. K., Vinoth, R., Veerapandi, A., & Bommisetti, R. K. (2025). The role of agricultural cooperatives in enhancing credit access, market information, and smart farming among rural farmers. Research on World Agricultural Economy, 6(1) 654-672. https://doi.org/10.36956/rwae.v6i1.1536 |
||||
Nwaiwu, N. (2015), Socio-economic factors influencing arable crop farmers' adaptation to environmental conservation measures in Southeastern Nigeria. International Journal of Research in Agriculture and Forestry, 2(3), 20-25. | ||||
Nwaogwugwu, O. N., Olanrewaju, B. O., and Brry, I. A., (2024). Risk management strategies adopted by small-scale arable' crop farmers in Khana Local Government Area of River State, Nigeria. Journal of Agriculture and Food S2ciences, 22(2), 41-50. https://doi.org/10.4314/jafs.v22i2.4 |
||||
Nyamba, S. (2021). The use of mobile phones in communicating agricultural. Information in Tanzania: The roles of different stakeholders. Afribary. Retrieved from https://afribary.com/works/the-use-of-mobile-phones-in-communicating-agricultural-information-in-tanzania-the-roles-of-different-stakeholders. | ||||
Oboh, V. U., & Kushwaha, S. (2009). Socio-economic determinants of Farmers Loan Size in Benue State. Journal of Applied Science Research, 5(4), 354-358. | ||||
Offor, D. C., Nzeakor, F. C., & Ekweanya, N. M. (2018). Effects of Socioeconomic Factors on Small Ruminant Production in Ohafia Agricultural Zone of Abia State, Nigeria. Journal of Agricultural Extension, 17(3), 7-11. https://doi.org/10.4314/as.v17i3.2 |
||||
Ogada, M. J., Otieno, D. J., & Pappoe, A. (2014). The role of extension services in technology adoption among smallholder farmers in Kenya. African Journal of Agricultural Research, 9(25), 1898-2190. | ||||
Ogunlela, V. S., & Ogunlela, O. (2021). Timely planting and crop yield optimization in Nigeria. Journal of Agricultural Science, 10(1), 1-10. | ||||
Olagunju, O. K., Ogunniyi, I. A., Awotide, A. B., Adenuga, H. A., & Ashagidigbi, M. W. (2019). Evaluating the Distributional impact of drought-tolerant maize varieties on productivity and welfare outcomes: An instrument effects approach. Climate and Development, 12(10), 865-875. https://doi.org/10.1080/17565529.2019.1701401 |
||||
Olumide, A. (2024). Agricultural Innovation and Food Security in Sub-Saharan African and Nigeria. Journal of Developing Country Studies, 8(1), 62-73. https://doi.org/10.47604/jdcs.2672 |
||||
Omolehin, R. A., Sani, T. P., Abiola M. O., & MKpado, M. (2024). Effect of Production Practices on Rice Production Efficiency in North-Central Ecological Zone of Nigeria and its Implication for Productivity and Food Security. Journal of Agricultural Economics, Extension and Rural Development, 12(3), 22-29. | ||||
Omotoso, A. B., & Omotayo, A. O. (2025). Enhancing dietary diversity and food security through the adoption of climate-smart agricultural practices in Nigeria: A micro level evidence. Environment, Development and Sustainability, 27(7), 17077-17094. https://doi.org/10.1007/s10668-024-04681-8 |
||||
Onya, S. C., Ugochukwu, G. C., & Ejiba, I. V. (2019). Farm-level determinants of access to land by arable crop farmers in Ikwuano local government area of Abia State, Nigeria. Agro-Science, 18(1), 50-55. https://doi.org/10.4314/as.v18i1.8 |
||||
Onyemauwa, N. C., Nwafor, S. C., Aroh, K., & Ugbem-Onah, C. (2023). Assessment of labour choice decisions among smallholder cassava farmers in Ikom LGA, Cross River State of Nigeria. Nigerian Agricultural Journal, 54(1), 467-473. | ||||
Oyetunde-Usman, O. Z., Olagunju, O. K., & Ogunpaimo, R. O., (2021). Determinants of Adoption of Multiple Sustainable Agricultural Practices among Smallholder Farmers in Nigeria. International Soil and Water Conservation Research, 9(2), 241-248. https://doi.org/10.1016/j.iswcr.2020.10.007 |
||||
Pannell, D. J., Marshall, G. R., Barr, N., Curtis, A. & Vanclay, F(2006). Understanding and promoting adoption of conservation practices by rural landholders. Australian Journal of Experimental Agriculture, 46(11), 1407-1424. https://doi.org/10.1071/EA05037 |
||||
Pawlak, K., & Kolodziejczak, M. (2020). The role of agriculture in ensuring food security in developing countries: Considerations in the context of the problem of sustainable food production. Journal Sustainability 12(13), 5488. https://doi.org/10.3390/su12135488 |
||||
Peterman, A., & Quisumbing, A. R. (2014). Gender and agricultural productivity: Evidence from the International Food Policy Research Institute's (IFPRI) Gender, Agriculture, and Food Security (GAFS) project. World Development, 64, 99-114. | ||||
Ragasa, C. (2012). Gender differences in the adoption of agricultural technologies: A case study of smallholder farmers in Uganda. Agricultural Economics, 43(1), 101-112. | ||||
Rahman, Md. M., Rahman, M. Md., Khatun, N. and Kanak Pervez, A. K. M. (2024). Analyzing research on Good Agricultural Practices (GAP): A bibliometric approach to global trends. Journal of Agriculture and Ecology Research International 25(6), 242-55. https://doi.org/10.9734/jaeri/2024/v25i6655 |
||||
Rondot, P., & Collion, M. H. (2001). Agricultural producer organizations in developing countries: A key to improving the competitiveness of smallholders. World Bank Rural Development Family, Pp. 1-54. | ||||
Roumasset, J. (2004). Rural institutions, agricultural development and pro-poor economic growth. IDEAS. Retrieved 22nd May 2025 from https://ideas.repec.org/a/sag/ seajad/v1y2004i1p61-82.html. https://doi.org/10.37801/ajad2004.1.1.4 |
||||
Shodipe, O. A., Sanusi, B., Talabi, F. O., & Adelabu, O. (2024). Radio's role in agricultural development: A review of broadcasting strategies for farmer education in South-West Nigeria. Global Knowledge, Memory and Communication. Retrieved from https://doi.org/10.1108/GKMC-03-2024-0163. https://doi.org/10.1108/GKMC-03-2024-0163 |
||||
Teng, P. S. (22005). Building trust in agricultural research and extension: An important but neglected issue. Agricultural Systems, 85(2), 173-185. | ||||
Touch, V., Tan K. Y. D., Cook, R. B., Liu, L. D., Cross, R., Tran, A. T., Utomo, A., Yous, S., Grunbuhal, C. Cowie, A. (2024). Smallholder farmers challenges and opportunities: Implications for agricultural production, environment and food security. Journal of Environmental Management, 370(2024), 122536. https://doi.org/10.1016/j.jenvman.2024.122536 |
||||
Vuntade, D., & Mzuza, K. M. (2020). Factors affecting adoption of conservation agriculture practice in mpatsa extension planning Area, Nsanje, Southern Malawi. Journal of Geoscience and Environment Protection, 10(3), 2327-4344. https://doi.org/10.4236/gep.2022.103008 |
||||
Waje, S. S., Shano, B. K., Walelign, S. Z., & Kassie, W. A. (2024). The effect of agricultural information provision on smallholders' technology adoption and yield: experimental evidence from Ethiopia. Frontiers in Sustainable Food Systems, 8, 1421442. https://doi.org/10.3389/fsufs.2024.1421442 |
||||
World Bank (2018). Food Security and Agricultural Development in Conflict-Affected Regions: The Case of Borno State, Nigeria. Washington DC: World Bank Publications. | ||||
Yamane, T. (1967). Statistics: An Introductory Analysis. (2nd edition). Harper and Row. | ||||
Yuniarsih, E. T., Salam, M., Jamil, M. H., & Tenriawaru, A. N. (2024). Determinants determining the adoption of technological innovation of urban farming: Employing binary logistic regression model in examining Rogers' framework. Journal of Open Innovation: Technology, Market, and Complexity, 10(2), 100307. https://doi.org/10.1016/j.joitmc.2024.100307 |
||||
Yusuf, I. (2020). The role of radio and television in rural agricultural development. IDOSR Journal of Communication and English, 5(1) 91-97. |