Peer Learning and Technology Adoption in Cashew Nut Production: Evidence from APPEALS Cluster Farmers in Kogi State, Nigeria

Stella Oione Adejoh

Department of Agricultural Economics and Extension, Faculty of Agriculture, Federal University, Laϔia P.M.B. 146, Nigeria

Patrick Emmanuel Adejo

Department of Agricultural Economics and Extension, Faculty of Agriculture, Prince Abubakar Audu University, Anyigba P.M.B. 1008, Nigeria

Olusola Jamiu Saliu

Department of Agricultural Economics and Extension, Faculty of Agriculture, Prince Abubakar Audu University, Anyigba P.M.B. 1008, Nigeria

Odekina Menyaga Umar

Agro‑Processing Productivity Enhancement and Livelihood Improvement Support (APPEALS) Project, Kogi State Co‑ ordinating Ofϔice, Lokoja 26001, Nigeria

Eneojo Adega Samuel

Agro‑Processing Productivity Enhancement and Livelihood Improvement Support (APPEALS) Project, Kogi State Co‑ ordinating Ofϔice, Lokoja 26001, Nigeria

Eleojo Grace Adejo

Department of Agricultural Economics and Extension, Faculty of Agriculture, Prince Abubakar Audu University, Anyigba P.M.B. 1008, Nigeria

Gbenga Opeyemi

Department of Agricultural Economics and Extension, Faculty of Agriculture, Prince Abubakar Audu University, Anyigba P.M.B. 1008, Nigeria

Ufedo Monday Sahibu

Department of Agricultural Economics and Extension, Faculty of Agriculture, Prince Abubakar Audu University, Anyigba P.M.B. 1008, Nigeria Department of Agricultural Economics and Agribusiness, University of Ghana, Legon, Accra P.O. Box LG 25, Ghana

DOI: https://doi.org/10.36956/rwae.v6i4.1839

Received: 11 March 2025 | Revised: 14 April 2025 | Accepted: 29 April 2025 | Published Online: 19 November 2025

Copyright © 2025 Stella Oione Adejoh, Patrick Emmanuel Adejo, Olusola Jamiu Saliu, Odekina Menyaga Umar, Eneojo Adega Samuel, Eleojo Grace Adejo, Gbenga Opeyemi, Ufedo Monday Sahibu. Published by Nan Yang Academy of Sciences Pte. Ltd.

Creative Commons LicenseThis is an open access article under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License.


Abstract

In the context of increasing global demand for cashews and the need for sustainable agricultural innovation, this study examines how peer learning facilitates the adoption and diffusion of cashew production technologies among farmers within a World Bank‑supported Nigeria Agro Processing, Productivity Enhancement, and Livelihood Support (APPEALS) project. A cluster sampling technique was used to select 180 cashew nut farmers. A questionnaire, direct interviews, records from focus group discussions, and field trips were used to collect data. Data collected were analyzed using descriptive statistics and the Tobit regression model. Results showed that there was active participation in the sharing and exchange of ideas, technologies, information, and innovations among farmers through one‑on‑one contact with fellow farmers, technical advisory/extension visits by the APPEALS team, Focus Group Discussions (FGDs), and field trips and demonstrations. Most of the technologies, such as Integrated Pest Management (IPM), fire terracing, nursery preparation techniques, and marketing, were at the interest, trial, and adoption stages, except for the soil sampling technique, which was at the awareness stage. Education, farming experience, marital status, and household size significantly influenced the probability of intensifying the adoption of cashew production technologies. It is recommended that efforts should be made to strengthen the adoption of technologies.

Keywords: APPEALS; Adoption Intensity; Cashew Nuts; Education; FGD; Peer Learning


References

[1] Nigerian Export Promotion Council (NEPC), 2022. NEPC launches organic cashew certification for export. Available from https://nepc.gov.ng/blog/2023/04/13/298515/ (cited 13 April 2024).

[2] Nhantumbo, A., Takeshita, H., Uaciquete, A., et al., 2017. Determinants of Adoption of Technologies for Cashew Production in Nampula, Mozambique. Journal of Experimental Agriculture International. 17(5), 1–11. DOI: http://dx.doi.org/10.9734/JEAI/2017/36035

[3] Food and Agriculture Organization of the United Nations (FAO), 2021. The State of Food and Agriculture: Making Agri-Food Systems More Resilient to Shocks and Stresses. Food & Agriculture Org.: Rome, Italy.

[4] Masawe, P.A.L., Masawe, R.B., Matos, K.N., et al., 2020. oCashew Cultivation in Africa: 1st Edition, September 2020. TechnoServe: Washington, DC, USA.

[5] APPEALS PROJECT, 2023. Tag: Kogi. Available from: https://appealsproject.com.ng/tag/kogi/ (cited 11 August 2024).

[6] Feder, G., Savastano, S., 2017. Modern Agricultural Technology Adoption in Sub-Saharan Africa: A Four-Country Analysis. In: Pingali, P., Feder, G. (eds.). Agriculture and Rural Development in a Globalizing World. Routledge: London, UK. pp. 11–25.

[7] . Danso-Abbeam, G., Ehiakpor, D.S., Aidoo, R., 2018. Agricultural Extension and Its Effects on Farm Productivity and Income: Insight From Northern Ghana. Agriculture & Food Security. 7, 74. DOI: https://doi.org/10.1186/s40066-018-0225-x

[8] APPEALS PROJECT, 2021. Year: 2021. Available from: https://appealsproject.com.ng/2021/ (cited 19 May 2024).

[9] Bandura, A., 1977. Social Learning Theory. General Learning Press: New York, NY, USA.

[10] Conley, T.G., Udry, C.R., 2010. Learning About a New Technology: Pineapple in Ghana. American Economic Review. 100(1), 35–69. DOI: https://doi.org/10.1257/aer.100.1.35

[11] Beaman, L., BenYishay, A., Magruder, J., et al., 2021. Can Network Theory-Based Targeting Increase Technology Adoption? American Economic Review. 111(6), 1918–1943. DOI: https://doi.org/10.1257/aer.20200295

[12] Alfa, E.N., Adejo, P.E., 2019. Assessment of the Awareness and Adoption of Farmer-to-Farmer Extension Model Among Small Holder Farmers in Kogi State, Nigeria. International Journal of Agricultural and Rural Development. 22(1), 4137–4142.

[13] . Kansiime, M.K., Njunge, R., Okuku, I., et al., 2022. Bringing Sustainable Agricultural Intensification Practices and Technologies to Scale Through Campaign-Based Extension Approaches: Lessons From Africa Soil Health Consortium. International Journal of Agricultural Sustainability. 20(5), 743–757. DOI: https://doi.org/10.1080/14735903.2021.1976495

[14] Mwangi, M., Kariuki, S., 2015. Factors Determining Adoption of New Agricultural Technology by Smallholder Farmers in Developing Countries. Journal of Economics and Sustainable Development. 6(5), 208–216.

[15] Tambo, J.A., Wünscher, T., 2017. Farmer-Led Innovations and Rural Household Welfare: Evidence from Ghana. Journal of Rural Studies. 55, 263–274. DOI: https://doi.org/10.1016/j.jrurstud.2017.08.018

[16] Varshney, D., Mishra, A.K., Joshi, P.K., et al., 2022. Social Networks, Heterogeneity, and Adoption of Technologies: Evidence from India. Food Policy. 112, 102360. DOI: https://doi.org/10.1016/j.foodpol.2022.102360

[17] Maertens, A., Barrett, C.B., 2013. Measuring Social Networks' Effects on Agricultural Technology Adoption. American Journal of Agricultural Economics. 95(2), 353–359. DOI: https://doi.org/10.1093/ajae/aas049

[18] Akinwale, T.O., Olubamiwa, O., Ajav, E.A., 2001. Cottage Processing of Cashew Apple Juice in Nigeria: Physico-Chemical and Sensory Evaluation of Product. Journal of Food Technology in Africa. 6(2), 56–58.

[19] Nair, K.P., 2021. Oil Palm (Elaeis guineensis Jacquin). In: Tree Crops: Harvesting Cash from the World’s Important Cash Crops, 1st ed. Springer: Cham, Switzerland. pp. 249–285. DOI: https://doi.org/10.1007/978-3-030-62140-7_7

[20] Tiamiyu, S.A., Akintola, J.O., Rahji, M.A.Y., 2009. Technology Adoption and Productivity Difference Among Growers of New Rice for Africa in Savanna Zone of Nigeria. Tropicultura. 27(4), 193–197.

[21] Lasdun, V., Harou, A.P., Magomba, C., et al., 2025. Peer Learning and Technology Adoption in a Digital Farmer-to-Farmer Network. Journal of Development Economics. 176, 103496. DOI: https://doi.org/10.1016/j.jdeveco.2025.103496

[22] National Agricultural Extension and Research Liaison Services (NAERLS), 2021. 2020 wet season agricultural performance in Nigeria. Available from: https://fscluster.org/sites/default/files/documents/aps_national_report_2020.pdf (cited 22 May 2024).

[23] Federal Ministry of Agriculture and Rural Development (FMARD), 2022. National agricultural technology and innovation policy (NATIP) 2022–2027. Available from: https://faolex.fao.org/docs/pdf/nig214137.pdf (cited 19 August 2024).

[24] World Bank, 2019. Project Appraisal Document on APPEALS Project [PAD2298]. World Bank Group: Washington, DC, USA.

[25] Mercy, F.S., Julius, B., Kehinde, K.O., et al., 2024. Analysis of Risks and Constraints Faced by Cashew Farmers in Ogbomosho, Oyo State, Nigeria. West Balkan Journal of Agricultural Economics and Rural Development. 6(1), 1–12. DOI: https://doi.org/10.5937/WBJAE2401001S

[26] Adejo, P.E., Shaibu, D.O., Shaibu, U.M., 2024. Understanding the Nexus of Extension Teaching Methods and Adoption of Improved Agricultural Production Technologies: Empirical Evidence from Cowpea Farmers in Kogi State, Nigeria. Tekirdağ Ziraat Fakültesi Dergisi. 22(1), 122–133.

[27] Adah, C.O., Raji, S.A., Shaibu, U.M., et al., 2024. Analyzing the Adoption of Improved Production Technologies Among Cassava Contract and Non-Contract Farmers in Kogi State, Nigeria. Tikrit Journal for Agricultural Sciences. 24(3), 161–181. DOI: https://doi.org/10.25130/tjas.24.3.14

[28] Ibitoye, S.J., Onje, S.O., 2013. Economic Analysis of Oil Palm Fruit Processing in Dekina Local Government Area of Kogi State, Nigeria. Academia Arena. 5(11), 65–73.

[29] World Bank, 2021. Gender in Agriculture Sourcebook. World Bank Publications: Washington, DC, USA.

[30] Idrisa, Y.L., Sulumbe, I.M., Mohammed, S.T., 2007. Socio-economic Factors Affecting the Participation of Women in Agricultural Co-Operatives in Gwoza local Government, Borno State, Nigeria. Agro-Science. 6(2), 72–78. DOI: https://doi.org/10.4314/as.v6i2.1574

[31] Enwelu, I.A., Nwanegbo, O.A., Onoh, P., et al., 2013. Challenges and Prospects of Smallholder Oil Palm Production in Awka Agricultural Zone of Anambra State, Nigeria. Journal of Agricultural Extension. 17(2), 39–46. DOI: https://doi.org/10.4314/jae.v17i2.6

[32] Rogers, E.M., 2003. Diffusion of Innovations, 5th ed. Free Press: New York, NY, USA.

[33] Asfaw, A., Admassie, A., 2004. The Role of Education on the Adoption of Chemical Fertilizer Under Different Socio-Economic Environments in Ethiopia. Agricultural Economics. 30(3), 215–228. DOI: https://doi.org/10.1111/j.1574-0862.2004.tb00190.x

[34] Olubunmi-Ajayi, T.S., Oladoyin, O.P., Adebayo, J., et al., 2024. Determinants of Maize Production Efficiency: A Stochastic Frontier Analysis Across Farm Scales in Southwest, Nigeria. Discovery Agriculture. 10(22), e19da1593. DOI: https://doi.org/10.54905/disssi.v10i22.e19da1593

[35] Ibrahim, H., Zhou, J., Li, M., et al., 2014. Perception of Farmers on Extension Services in North Western Part of Nigeria: The Case of Farming Households in Kano State. Journal of Service Science and Management. 7(2), 57–62. DOI: https://doi.org/10.4236/jssm.2014.72006

[36] Hailu, B.K., Abrha, B.K., Weldegiorgis, K.A., 2014. Adoption and Impact of Agricultural Technologies on Farm Income: Evidence from Southern Tigary, Northern Ethiopia. International Journal of Food and Agricultural Economics. 2(4), 91–106. DOI: https://doi.org/10.22004/ag.econ.190816

[37] John, A.O., Emmanuel, A.O., Oye, A.A., et al., 2022. Determinants of Technology Adoption and Intensity of Adoption Among Rice Farming Households in Ogun State, Nigeria. European Journal of Technology. 6(3), 26–36. DOI: https://doi.org/10.47672/ejt.1187

[38] Shaibu, U.M., Shaibu, Y.A., 2017. Adoption Determinants of Improved Farming Technologies: An Assessment of Rural Rice Farmers in Kogi State, Nigeria. Journal of Agricultural and Rural Research. 1(1), 5–10.

[39] Olumba, C.C., Rahji, M.A.Y., 2014. An Analysis of the Determinants of the Adoption of Improved Plantain Technologies in Anambra State, Nigeria. Journal of Agriculture and Sustainability. 5(2), 232–245.

Online ISSN: 2737-4785, Print ISSN: 2737-4777, Published by Nan Yang Academy of Sciences Pte. Ltd.